BMC Medical Imaging 1/2024

Detection of COVID-19 using edge devices by a light-weight convolutional neural network from chest X-ray images

Open Access
Research

Sohamkumar Chauhan, Damoder Reddy Edla, Vijayasree Boddu, M Jayanthi Rao, Ramalingaswamy Cheruku, Soumya Ranjan Nayak, Sheshikala Martha, Kamppa Lavanya, Tsedenya Debebe Nigat

Left atrial conduit strain derived from cardiac magnetic resonance is an independent predictor of left ventricular reverse remodeling in patients with nonischemic cardiomyopathy

Open Access
Research

Ke Chen, Lei Chang, Rong Huang, Ziyan Wang, Dan Mu, Lian Wang

Differentiation of multiple brain metastases and glioblastoma with multiple foci using MRI criteria

Open Access
Research

Sebastian Johannes Müller, Eya Khadhraoui, Marielle Ernst, Veit Rohde, Bawarjan Schatlo, Vesna Malinova

Central intra-lesional iron deposits as a possible novel imaging marker at 7 Tesla MRI in Susac Syndrome - an exploratory study

Open Access
Research

Daniel Strunk, Tim Sinnecker, Ilka Kleffner, Jan Doerr, Marius Ringelstein, Catharina C. Gross, Cornelius Deuschl, Stefan Maderwald, Harald H. Quick, Elif Yamac, Karsten H. Wrede, Markus Kraemer

A predicted-loss based active learning approach for robust cancer pathology image analysis in the workplace

Open Access
Research

Mujin Kim, Willmer Rafell Quiñones Robles, Young Sin Ko, Bryan Wong, Sol Lee, Mun Yong Yi

Attention-enhanced architecture for improved pneumonia detection in chest X-ray images

Open Access
Research

Dikai Li

Survival analysis of patients with extrahepatic cholangiocarcinoma: a nomogram for clinical and MRI features

Open Access
Research

Yanyan Zeng, Xiaoyong Wang, Jiaojiao Wu, Limin Wang, Feng Shi, Jian Shu

Comparison of the diagnostic performance of the Swischuk line method and the anterior atlantodental interval method in atlantodental subluxation

Open Access
Research

Eun Ji Lee, Yeo Ju Kim, Sung Oh Song, Seunghun Lee, Jeongah Ryu, Nayeon Choi

Prognostic significance of 18F-Fluorodeoxyglucose positron-emission tomography parameters in patients with biliary tract cancers: a meta-analysis

Open Access
Research

Xia Zheng, Yue Shi, Delida Kulabieke, Zihao Wang, Ying Cheng, Jun Qian

The value of color doppler ultrasonography combined with computed tomography angiography and magnetic resonance angiography in the preoperative quantification and classification of carotid body tumors: a retrospective analysis

Open Access
Research

Li Zhiqiang, Wang Yihua, Fu Ying, Zhu Shiwei, Zeng Xiangzhu, Cui Ligang

Assessment of water enema PET/CT: an effective imaging technique for the diagnosis of incidental colorectal 18F-FDG uptake

Open Access
Research

Rongqin Zhang, Meilinuer Abudurexiti, Wanglin Qiu, Pinbo Huang, Ping Hu, Wei Fan, Zhanwen Zhang

Assessing the effect of scanning parameter on the size and density of pulmonary nodules: a phantom study

Open Access
Research

Donghua Meng, Zhen Wang, Changsen Bai, Zhaoxiang Ye, Zhipeng Gao

CT radiomics to differentiate between Wilms tumor and clear cell sarcoma of the kidney in children

Open Access
Research

Yaxin Deng, Haoru Wang, Ling He

A diagnostic model based on 18F-FDG PET/CT parameters in improving the differential diagnosis of invasive thymic epithelial tumors and anterior mediastinal lymphomas

Open Access
Research

Shuo Zhou, Pokwan Tsui, Meifu Lin, Guobao Chen, Wenxin Chen, Xiangran Cai

Liver shape analysis using statistical parametric maps at population scale

Open Access
Research

Marjola Thanaj, Nicolas Basty, Madeleine Cule, Elena P. Sorokin, Brandon Whitcher, Jimmy D. Bell, E. Louise Thomas

T1 mapping as a quantitative imaging biomarker for diagnosing cervical cancer: a comparison with diffusion kurtosis imaging

Open Access
Research

Zanxia Zhang, Jie Liu, Yong Zhang, Feifei Qu, Robert Grimm, Jingliang Cheng, Weijian Wang, Jinxia Zhu, Shujian Li

SEA-NET: medical image segmentation network based on spiral squeeze-and-excitation and attention modules

Open Access
Research

Liangli Xiong, Chen Yi, Qiliang Xiong, Shaofeng Jiang

Value of blood oxygenation level-dependent magnetic resonance imaging in early evaluation of the response and prognosis of esophageal squamous cell carcinoma treated with definitive chemoradiotherapy: a preliminary study

Open Access
Research

Huanhuan Zheng, Hailong Zhang, Yan Zhu, Xiaolei Wei, Song Liu, Wei Ren

Recognition of eye diseases based on deep neural networks for transfer learning and improved D-S evidence theory

Open Access
Research

Fanyu Du, Lishuai Zhao, Hui Luo, Qijia Xing, Jun Wu, Yuanzhong Zhu, Wansong Xu, Wenjing He, Jianfang Wu

Study on the diagnostic value of MDCT extramural vascular invasion in preoperative N staging of gastric cancer patients

Open Access
Research

Zhengqi Zhu, Mimi Mao, Anyi Song, Haipeng Gong, Jianan Gu, Yongfeng Dai, Feng Feng

A hybrid deep CNN model for brain tumor image multi-classification

Open Access
Research

Saravanan Srinivasan, Divya Francis, Sandeep Kumar Mathivanan, Hariharan Rajadurai, Basu Dev Shivahare, Mohd Asif Shah

Prediction of neoadjuvant chemotherapy pathological complete response for breast cancer based on radiomics nomogram of intratumoral and derived tissue

Open Access
Research

Guangying Zheng, Jie Hou, Zhenyu Shu, Jiaxuan Peng, Lu Han, Zhongyu Yuan, Xiaodong He, Xiangyang Gong

Elective one-minute full brain multi-contrast MRI versus brain CT in pediatric patients: a prospective feasibility study

Open Access
Research

Francesca De Luca, Annika Kits, Daniel Martin Muñoz, Åsa Aspelin, Ola Kvist, Yords Österman, Sandra Diaz Ruiz, Stefan Skare, Anna Falk Delgado

Medical image fusion based on machine learning for health diagnosis and monitoring of colorectal cancer

Open Access
Research

Yifeng Peng, Haijun Deng

Deep learning in computed tomography to predict endotype in chronic rhinosinusitis with nasal polyps

Open Access
Research

Weidong Du, Weipiao Kang, Shixin Lai, Zehong Cai, Yaowen Chen, Xiaolei Zhang, Yu Lin

Application of contrast-enhanced ultrasound in diagnosis and grading of bladder urothelial carcinoma

Open Access
Research

Hui-ping Zhang, Rong-xi Liang, Xue-ying Lin, En-sheng Xue, Qin Ye, Yi-fan Zhu

A gadoxetic acid-enhanced MRI-based model using LI-RADS v2018 features for preoperatively predicting Ki-67 expression in hepatocellular carcinoma

Open Access
Research

Yingying Liang, Fan Xu, Qiuju Mou, Zihua Wang, Chuyin Xiao, Tingwen Zhou, Nianru Zhang, Jing Yang, Hongzhen Wu

Performance of node reporting and data system (node-RADS): a preliminary study in cervical cancer

Open Access
Research

Qingxia Wu, Jianghua Lou, Jinjin Liu, Linxiao Dong, Qingxia Wu, Yaping Wu, Xuan Yu, Meiyun Wang

Preoperative evaluation of microvascular invasion in hepatocellular carcinoma with a radiological feature-based nomogram: a bi-centre study

Open Access
Research

Yuhui Deng, Dawei Yang, Xianzheng Tan, Hui Xu, Lixue Xu, Ahong Ren, Peng Liu, Zhenghan Yang

A methodical exploration of imaging modalities from dataset to detection through machine learning paradigms in prominent lung disease diagnosis: a review

Open Access
Research

Sunil Kumar, Harish Kumar, Gyanendra Kumar, Shailendra Pratap Singh, Anchit Bijalwan, Manoj Diwakar

Magnetic resonance imaging-based radiomics was used to evaluate the level of prognosis-related immune cell infiltration in breast cancer tumor microenvironment

Open Access
Research

Hua Qian, Xiaojing Ren, Maosheng Xu, Zhen Fang, Ruixin Zhang, Yangyang Bu, Changyu Zhou

Explainable deep-neural-network supported scheme for tuberculosis detection from chest radiographs

Open Access
Research

B. Uma Maheswari, Dahlia Sam, Nitin Mittal, Abhishek Sharma, Sandeep Kaur, S. S. Askar, Mohamed Abouhawwash

Machine learning-based MRI radiomics for assessing the level of tumor infiltrating lymphocytes in oral tongue squamous cell carcinoma: a pilot study

Open Access
Research

Jiliang Ren, Gongxin Yang, Yang Song, Chunye Zhang, Ying Yuan

Artifact suppression for breast specimen imaging in micro CBCT using deep learning

Open Access
Research

Sorapong Aootaphao, Puttisak Puttawibul, Pairash Thajchayapong, Saowapak S. Thongvigitmanee

EOS® is reliable to evaluate spinopelvic parameters: a validation study

Open Access
Research

Mohammadreza Shakeri, Seyed Mani Mahdavi, Masih Rikhtehgar, Mohammad Soleimani, Hasan Ghandhari, Behnam Jafari, Seyedehsan Daneshmand

Automated classification of liver fibrosis stages using ultrasound imaging

Open Access
Research

Hyun-Cheol Park, YunSang Joo, O-Joun Lee, Kunkyu Lee, Tai-Kyong Song, Chang Choi, Moon Hyung Choi, Changhan Yoon

Liver fat volume fraction measurements based on multi-material decomposition algorithm in patients with nonalcoholic fatty liver disease: the influences of blood vessel, location, and iodine contrast

Open Access
Research

Liuhong Zhu, Funan Wang, Heqing Wang, Jinhui Zhang, Anjie Xie, Jinkui Pei, Jianjun Zhou, Hao Liu

Multimodal Biomedical Image Segmentation using Multi-Dimensional U-Convolutional Neural Network

Open Access
Research

Saravanan Srinivasan, Kirubha Durairaju, K. Deeba, Sandeep Kumar Mathivanan, P. Karthikeyan, Mohd Asif Shah

Diagnostic performance of coronary computed tomography angiography stenosis score for coronary stenosis

Open Access
Research

Qing-feng Xiong, Xiao-rong Fu, Lei-zhi Ku, Di Zhou, Sheng-peng Guo, Wen-sheng Zhang

Quantitating myocardial fibrosis using extracellular extravascular volume determined from computed tomography myocardial perfusion imaging

Open Access
Research

Na Li, Xin Zhang, Jin Gu, Ming Yang, Lina Chen, Jie Yu, Heshui Shi

In vivo PET of synaptic density as potential diagnostic marker for cognitive disorders: prospective comparison with current imaging markers for neuronal dysfunction and relation to symptomatology - study protocol

Open Access
Study Protocol

Greet Vanderlinden, Charles Carron, Rik Vandenberghe, Mathieu Vandenbulcke, Koen Van Laere

Ultrasound characteristics of normal parathyroid glands and analysis of the factors affecting their display

Open Access
Research

Cuiping Wu, Binyang Zhu, Song Kang, Shiyu Wang, Yingying Liu, Xue Mei, He Zhang, Shuangquan Jiang

Automated assessment of cardiac pathologies on cardiac MRI using T1-mapping and late gadolinium phase sensitive inversion recovery sequences with deep learning

Open Access
Research

Aleksandra M. Paciorek, Claudio E. von Schacky, Sarah C. Foreman, Felix G. Gassert, Florian T. Gassert, Jan S. Kirschke, Karl-Ludwig Laugwitz, Tobias Geith, Martin Hadamitzky, Jonathan Nadjiri

Development of a multi-phase CT-based radiomics model to differentiate heterotopic pancreas from gastrointestinal stromal tumor

Open Access
Research

Kui Sun, Shuxia Yu, Ying Wang, Rongze Jia, Rongchao Shi, Changhu Liang, Ximing Wang, Haiyan Wang

CT radiomics-based model for predicting TMB and immunotherapy response in non-small cell lung cancer

Open Access
Research

Jiexiao Wang, Jialiang Wang, Xiang Huang, Yanfei Zhou, Jian Qi, Xiaojun Sun, Jinfu Nie, Zongtao Hu, Shujie Wang, Bo Hong, Hongzhi Wang

How to identify juxtaglomerular cell tumor by ultrasound: a case series and review of the literature

Open Access
Research

Li Wang, Meiying Li, Siqi Jin, Yunshu Ouyang, Fenglan Wang, Ke Lv, Jianchu Li, Yuxin Jiang, He Liu, Qingli Zhu

MTFN: multi-temporal feature fusing network with co-attention for DCE-MRI synthesis

Open Access
Research

Wei Li, Jiaye Liu, Shanshan Wang, Chaolu Feng

Clinical and multiparametric MRI features for differentiating uterine carcinosarcoma from endometrioid adenocarcinoma

Open Access
Research

Xiaodan Chen, Qingyong Guo, Xiaorong Chen, Wanjing Zheng, Yaqing Kang, Dairong Cao

Influence of spectral shaping and tube voltage modulation in ultralow-dose computed tomography of the abdomen

Open Access
Research

Philipp Feldle, Jan-Peter Grunz, Andreas Steven Kunz, Pauline Pannenbecker, Theresa Sophie Patzer, Svenja Pichlmeier, Stephanie Tina Sauer, Robin Hendel, Süleyman Ergün, Thorsten Alexander Bley, Henner Huflage

Automated machine learning for the identification of asymptomatic COVID-19 carriers based on chest CT images

Open Access
Research

Minyue Yin, Chao Xu, Jinzhou Zhu, Yuhan Xue, Yijia Zhou, Yu He, Jiaxi Lin, Lu Liu, Jingwen Gao, Xiaolin Liu, Dan Shen, Cuiping Fu

PulmoNet: a novel deep learning based pulmonary diseases detection model

Open Access
Research

AbdulRahman Tosho Abdulahi, Roseline Oluwaseun Ogundokun, Ajiboye Raimot Adenike, Mohd Asif Shah, Yusuf Kola Ahmed

Craniofacial phenotyping with fetal MRI: a feasibility study of 3D visualisation, segmentation, surface-rendered and physical models

Open Access
Research

Jacqueline Matthew, Alena Uus, Leah De Souza, Robert Wright, Abi Fukami-Gartner, Gema Priego, Carlo Saija, Maria Deprez, Alexia Egloff Collado, Jana Hutter, Lisa Story, Christina Malamateniou, Kawal Rhode, Jo Hajnal, Mary A. Rutherford

Evaluation of post-dilatation on longitudinal stent deformation and postprocedural stent malapposition in the left main artery by optical coherence tomography (OCT): an in vitro study

Open Access
Research

Qing He, Yuqi Fan, Zuojun Xu, Junfeng Zhang

Transfer learning–based PET/CT three-dimensional convolutional neural network fusion of image and clinical information for prediction of EGFR mutation in lung adenocarcinoma

Open Access
Research

Xiaonan Shao, Xinyu Ge, Jianxiong Gao, Rong Niu, Yunmei Shi, Xiaoliang Shao, Zhenxing Jiang, Renyuan Li, Yuetao Wang

Development of a prediction model for facilitating the clinical application of transcranial color-coded duplex ultrasonography

Open Access
Research

Jieyu Duan, Pengfei Wang, Haoyu Wang, Wei Zhao

Deep learning–based automatic segmentation of meningioma from T1-weighted contrast-enhanced MRI for preoperative meningioma differentiation using radiomic features

Open Access
Research

Liping Yang, Tianzuo Wang, Jinling Zhang, Shi Kang, Shichuan Xu, Kezheng Wang

Evaluating the consistency in different methods for measuring left atrium diameters

Open Access
Research

Jun-Yan Yue, Kai Ji, Hai-Peng Liu, Qing-Wu Wu, Chang-Hua Liang, Jian-Bo Gao

A rapid multi-parametric quantitative MR imaging method to assess Parkinson’s disease: a feasibility study

Open Access
Research

Min Duan, Rongrong Pan, Qing Gao, Xinying Wu, Hai Lin, Jianmin Yuan, Yamei Zhang, Lindong Liu, Youyong Tian, Tong Fu

Artificial intelligence in tongue diagnosis: classification of tongue lesions and normal tongue images using deep convolutional neural network

Open Access
Research

Burcu Tiryaki, Kubra Torenek-Agirman, Ozkan Miloglu, Berfin Korkmaz, İbrahim Yucel Ozbek, Emin Argun Oral

A noninvasive method for predicting clinically significant prostate cancer using magnetic resonance imaging combined with PRKY promoter methylation level: a machine learning study

Open Access
Research

Yufei Wang, Weifeng Liu, Zeyu Chen, Yachen Zang, Lijun Xu, Zheng Dai, Yibin Zhou, Jin Zhu

Improving the diagnosis and treatment of congenital heart disease through the combination of three-dimensional echocardiography and image guided surgery

Open Access
Research

Yong Jiang

Hybrid transformer convolutional neural network-based radiomics models for osteoporosis screening in routine CT

Open Access
Research

Jiachen Liu, Huan Wang, Xiuqi Shan, Lei Zhang, Shaoqian Cui, Zelin Shi, Yunpeng Liu, Yingdi Zhang, Lanbo Wang

Unified deep learning models for enhanced lung cancer prediction with ResNet-50–101 and EfficientNet-B3 using DICOM images

Open Access
Research

Vinod Kumar, Chander Prabha, Preeti Sharma, Nitin Mittal, S. S. Askar, Mohamed Abouhawwash

Combining radiomics with thyroid imaging reporting and data system to predict lateral cervical lymph node metastases in medullary thyroid cancer

Open Access
Research

Zhiqiang Liu, Xiwei Zhang, Xiaohui Zhao, Qianqian Guo, Zhengjiang Li, Minghui Wei, Lijuan Niu, Changming An

Development and validation of a multi-modal ultrasomics model to predict response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer

Open Access
Research

Qiong Qin, Xiangyu Gan, Peng Lin, Jingshu Pang, Ruizhi Gao, Rong Wen, Dun Liu, Quanquan Tang, Changwen Liu, Yun He, Hong Yang, Yuquan Wu

Altered trends of local brain function in classical trigeminal neuralgia patients after a single trigger pain

Open Access
Research

Juncheng Yan, Luoyu Wang, Lei Pan, Haiqi Ye, Xiaofen Zhu, Qi Feng, Haibin Wang, Zhongxiang Ding, Xiuhong Ge

Contrast-enhanced to non-contrast-enhanced image translation to exploit a clinical data warehouse of T1-weighted brain MRI

Open Access
Research

Simona Bottani, Elina Thibeau-Sutre, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos

Malignancy diagnosis of liver lesion in contrast enhanced ultrasound using an end-to-end method based on deep learning

Open Access
Research

Hongyu Zhou, Jianmin Ding, Yan Zhou, Yandong Wang, Lei Zhao, Cho-Chiang Shih, Jingping Xu, Jianan Wang, Ling Tong, Zhouye Chen, Qizhong Lin, Xiang Jing

Predictive value of cyst/tumor volume ratio of pituitary adenoma for tumor cell proliferation

Open Access
Research

Jianwu Wu, Fangfang Zhang, Yinxing Huang, Liangfeng Wei, Tao Mei, Shousen Wang, Zihuan Zeng, Wei Wang

Comparison of ASL and DSC perfusion methods in the evaluation of response to treatment in patients with a history of treatment for malignant brain tumor

Open Access
Research

Ezgi Suat Bayraktar, Gokhan Duygulu, Yusuf Kenan Çetinoğlu, Mustafa Fazıl Gelal, Melda Apaydın, Hülya Ellidokuz

Characteristics of high frame frequency contrast-enhanced ultrasound in renal tumors

Open Access
Research

WeiPing Zhang, JingLing Wang, Li Chen

Classification of cognitive ability of healthy older individuals using resting-state functional connectivity magnetic resonance imaging and an extreme learning machine

Open Access
Research

Shiying Zhang, Manling Ge, Hao Cheng, Shenghua Chen, Yihui Li, Kaiwei Wang

Correction: Evaluating renal iron overload in diabetes mellitus by blood oxygen level-dependent magnetic resonance imaging: a longitudinal experimental study

Open Access
Correction

Weiwei Geng, Liang Pan, Liwen Shen, Yuanyuan Sha, Jun Sun, Shengnan Yu, Jianguo Qiu, Wei Xing

The value of a neural network based on multi-scale feature fusion to ultrasound images for the differentiation in thyroid follicular neoplasms

Open Access
Research

Weiwei Chen, Xuejun Ni, Cheng Qian, Lei Yang, Zheng Zhang, Mengdan Li, Fanlei Kong, Mengqin Huang, Maosheng He, Yifei Yin

The use of individual-based FDG-PET volume of interest in predicting conversion from mild cognitive impairment to dementia

Open Access
Research

Shu-Hua Huang, Wen-Chiu Hsiao, Hsin-I Chang, Mi-Chia Ma, Shih-Wei Hsu, Chen-Chang Lee, Hong-Jie Chen, Ching-Heng Lin, Chi-Wei Huang, Chiung-Chih Chang

Dynamic contrast-enhanced MR imaging in identifying active anal fistula after surgery

Open Access
Research

Weiping Lu, Xiaoyan Li, Wenwen Liang, Kai Chen, Xinyue Cao, Xiaowen Zhou, Ying Wang, Bingcang Huang

Preoperative prediction of microsatellite instability status in colorectal cancer based on a multiphasic enhanced CT radiomics nomogram model

Open Access
Research

Xuelian Bian, Qi Sun, Mi Wang, Hanyun Dong, Xiaoxiao Dai, Liyuan Zhang, Guohua Fan, Guangqiang Chen

Renal interstitial fibrotic assessment using non-Gaussian diffusion kurtosis imaging in a rat model of hyperuricemia

Open Access
Research

Ping-Kang Chen, Zhong-Yuan Cheng, Ya-Lin Wang, Bao-Jun Xu, Zong-Chao Yu, Zhao-Xia Li, Shang-Ao Gong, Feng-Tao Zhang, Long Qian, Wei Cui, You-Zhen Feng, Xiang-Ran Cai

A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound

Open Access
Review

Blake VanBerlo, Jesse Hoey, Alexander Wong

Dynamic radiomics based on contrast-enhanced MRI for predicting microvascular invasion in hepatocellular carcinoma

Open Access
Research

Rui Zhang, Yao Wang, Zhi Li, Yushu Shi, Danping Yu, Qiang Huang, Feng Chen, Wenbo Xiao, Yuan Hong, Zhan Feng

Correction: Evaluating the consistency in different methods for measuring left atrium diameters

Open Access
Correction

Jun-Yan Yue, Kai Ji, Hai-Peng Liu, Qing-Wu Wu, Chang-Hua Liang, Jian-Bo Gao

Deep transfer learning with fuzzy ensemble approach for the early detection of breast cancer

Open Access
Research

S. R. Sannasi Chakravarthy, N. Bharanidharan, V. Vinoth Kumar, T. R. Mahesh, Mohammed S. Alqahtani, Suresh Guluwadi

Deep learning-based image annotation for leukocyte segmentation and classification of blood cell morphology

Open Access
Research

Vatsala Anand, Sheifali Gupta, Deepika Koundal, Wael Y. Alghamdi, Bayan M. Alsharbi

Radiomics-based discrimination of coronary chronic total occlusion and subtotal occlusion on coronary computed tomography angiography

Open Access
Research

Jun Li, Lichen Ren, Hehe Guo, Haibo Yang, Jingjing Cui, Yonggao Zhang

Amide proton transfer weighted and diffusion weighted imaging based radiomics classification algorithm for predicting 1p/19q co-deletion status in low grade gliomas

Open Access
Research

Andong Ma, Xinran Yan, Yaoming Qu, Haitao Wen, Xia Zou, Xinzi Liu, Mingjun Lu, Jianhua Mo, Zhibo Wen

Remote sensing image information extraction based on Compensated Fuzzy Neural Network and big data analytics

Open Access
Research

Rui Sun, Zhengyin Zhang, Yajun Liu, Xiaohang Niu, Jie Yuan

Role of radiomics in staging liver fibrosis: a meta-analysis

Open Access
Research

Xiao-min Wang, Xiao-jing Zhang

The feasibility of half-dose contrast-enhanced scanning of brain tumours at 5.0 T: a preliminary study

Open Access
Research

Zhiyong Jiang, Wenbo Sun, Dan Xu, Hao Mei, Jianmin Yuan, Xiaopeng Song, Chao Ma, Haibo Xu

Ultrasound-based deep learning radiomics model for differentiating benign, borderline, and malignant ovarian tumours: a multi-class classification exploratory study

Open Access
Research

Yangchun Du, Wenwen Guo, Yanju Xiao, Haining Chen, Jinxiu Yao, Ji Wu

Construction of a nomogram for predicting compensated cirrhosis with Wilson’s disease based on non-invasive indicators

Open Access
Research

Yan Li, Jing Ping Wang, Xiaoli Zhu

Lymph node metastasis prediction and biological pathway associations underlying DCE-MRI deep learning radiomics in invasive breast cancer

Open Access
Research

Wenci Liu, Wubiao Chen, Jun Xia, Zhendong Lu, Youwen Fu, Yuange Li, Zhi Tan

Deep learning model for pleural effusion detection via active learning and pseudo-labeling: a multisite study

Open Access
Research

Joseph Chang, Bo-Ru Lin, Ti-Hao Wang, Chung-Ming Chen

Comparison of vestibular aqueduct visualization on computed tomography and magnetic resonance imaging in patients with Ménière’s disease

Open Access
Research

Kaijun Xia, Ping Lei, Yingzhao Liu, Cen Chen, Hui Pan, Yangming Leng, Bo Liu

Kidney dynamic SPECT acquisition on a CZT swiveling-detector ring camera: an in vivo pilot study

Open Access
Research

Michel Hesse, Florian Dupont, Nizar Mourad, Pavel Babczenko, Gwen Beaurin, Daela Xhema, Eliano Bonaccorsi-Riani, François Jamar, Renaud Lhommel

Imaging segmentation mechanism for rectal tumors using improved U-Net

Open Access
Research

Kenan Zhang, Xiaotang Yang, Yanfen Cui, Jumin Zhao, Dengao Li

MRCT and CT in the diagnosis of pediatric disease imaging: assessing imaging performance and clinical effects

Open Access
Research

Xiaofei Wang, Wen Hu

Quantitative analysis of the eyelid curvature in patients with blepharoptosis

Open Access
Research

Elias Khalili Pour, Tahereh Mahmoudi, Hooman Ahmadzadeh, Seyed Mohsen Rafizadeh, Hamid Riazi-Esfahani

Predicting preoperative muscle invasion status for bladder cancer using computed tomography-based radiomics nomogram

Open Access
Research

Rui Zhang, Shijun Jia, Linhan Zhai, Feng Wu, Shuang Zhang, Feng Li

Clinical application of computed tomographic volumetric imaging in postoperative lung function assessment in patients with lung cancer

Open Access
Research

Zhifu Xu, Xili Wang, Zhanxian Shen, Biao Shi, Yanni Zhang

Detection of Marchiafava Bignami disease using distinct deep learning techniques in medical diagnostics

Open Access
Research

J. Satheesh Kumar, V. Vinoth Kumar, T. R. Mahesh, Mohammed S. Alqahtani, P. Prabhavathy, K. Manikandan, Suresh Guluwadi

Automated region growing-based segmentation for trabecular bone structure in fresh-frozen human wrist specimens

Open Access
Research

Eva Klintström, Benjamin Klintström, Örjan Smedby, Rodrigo Moreno

Clinical application of high-resolution spiral CT scanning in the diagnosis of auriculotemporal and ossicle

Open Access
Research

Qinfang Cai, Peishan Zhang, Fengmei Xie, Zedong Zhang, Bo Tu

Predicting Alzheimer’s progression in MCI: a DTI-based white matter network model

Open Access
Research

Qiaowei Song, Jiaxuan Peng, Zhenyu Shu, Yuyun Xu, Yuan Shao, Wen Yu, Liang Yu

Structural- and DTI- MRI enable automated prediction of IDH Mutation Status in CNS WHO Grade 2–4 glioma patients: a deep Radiomics Approach

Open Access
Research

Jialin Yuan, Loizos Siakallis, Hongwei Bran Li, Sebastian Brandner, Jianguo Zhang, Chenming Li, Laura Mancini, Sotirios Bisdas

Towards blockchain based federated learning in categorizing healthcare monitoring devices on artificial intelligence of medical things investigative framework

Open Access
Research

Syed Thouheed Ahmed, T. R. Mahesh, E. Srividhya, V. Vinoth Kumar, Surbhi Bhatia Khan, Abdullah Albuali, Ahlam Almusharraf

Retraction Note: CT, MRI, and 18F-FDG PET/CT imaging features of seven cases of adult pancreatoblastoma

Open Access
Retraction Note

Mengnan Wu, Jiongbin Lin, Zhuangsheng Liu, Zhiming Huang, Ruoning Wang

Enhancing brain tumor detection in MRI images through explainable AI using Grad-CAM with Resnet 50

Open Access
Research

Mohamed Musthafa M, Mahesh T. R, Vinoth Kumar V, Suresh Guluwadi

Axillary lymph node metastasis in pure mucinous carcinoma of breast: clinicopathologic and ultrasonographic features

Open Access
Research

Na Li, Jia-Wei Li, Yu Qian, Ya-Jing Liu, Xiu-Zhu Qi, Ya-Ling Chen, Yi Gao, Cai Chang

Measurement of distances and locations of thoracic and lumbar vertebral bodies from CT scans in cases of spinal deformation

Open Access
Research

Alexander T. D. Grünwald, Susmita Roy, Renée Lampe

Integrated approach of federated learning with transfer learning for classification and diagnosis of brain tumor

Open Access
Research

Eid Albalawi, Mahesh T.R., Arastu Thakur, V. Vinoth Kumar, Muskan Gupta, Surbhi Bhatia Khan, Ahlam Almusharraf

The value of fetal magnetic resonance imaging in diagnosis of congenital anomalies of the fetal body: a systematic review and meta-analysis

Open Access
Systematic Review

Louise Wilson, Elspeth H. Whitby

A multi-view fusion lightweight network for CRSwNPs prediction on CT images

Open Access
Research

Jisheng Zou, Yi Lyu, Yu Lin, Yaowen Chen, Shixin Lai, Siqi Wang, Xuan Zhang, Xiaolei Zhang, Renhua Wu, Weipiao Kang

MRI reconstruction with enhanced self-similarity using graph convolutional network

Open Access
Research

Qiaoyu Ma, Zongying Lai, Zi Wang, Yiran Qiu, Haotian Zhang, Xiaobo Qu

Image fusion-based low-dose CBCT enhancement method for visualizing miniscrew insertion in the infrazygomatic crest

Open Access
Research

Peipei Sun, Jinghui Yang, Xue Tian, Guohua Yuan

Predictive value of Cmmi-MHR combined with thromboelastography parameters in acute cerebral infarction

Open Access
Research

Zhongxian Rao, Wei Tan, Junmin Wang, You Zhou, Xue Yang, Shanshan Hu

Diagnostic value of one-stop CT energy spectrum and perfusion for angiogenesis in colon and rectum cancer

Open Access
Research

Ling Zhao, Wei Zhou, Yu Fu, Yanlei Ge, Li Feng, Xingwen Wang, Zemao Li, Weibin Chen

Predicting major adverse cardiovascular events within 3 years by optimization of radiomics model derived from pericoronary adipose tissue on coronary computed tomography angiography: a case-control study

Open Access
Research

Rong-rong Zhang, Hong-rui You, Ya-yuan Geng, Xiao-gang Li, Yu Sun, Jie Hou, Lian-chang Ji, Jing-long Shi, Li-bo Zhang, Ben-qiang Yang

Refining neural network algorithms for accurate brain tumor classification in MRI imagery

Open Access
Research

Asma Alshuhail, Arastu Thakur, R Chandramma, T R Mahesh, Ahlam Almusharraf, V Vinoth Kumar, Surbhi Bhatia Khan

Understanding the impact of congenital infections and perinatal viral exposures on the developing brain using white matter magnetic resonance imaging: a scoping review

Open Access
Research

Charmaine Natasha Nyakonda, Catherine J Wedderburn, Simone R Williams, Dan J Stein, Kirsten A Donald

VER-Net: a hybrid transfer learning model for lung cancer detection using CT scan images

Open Access
Research

Anindita Saha, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Rakesh Kumar Yadav, Saurav Mallik, Zhongming Zhao

A deep learning-based radiomics model for predicting lymph node status from lung adenocarcinoma

Open Access
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Hui Xie, Chaoling Song, Lei Jian, Yeang Guo, Mei Li, Jiang Luo, Qing Li, Tao Tan

Real-time sports injury monitoring system based on the deep learning algorithm

Open Access
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Luyao Ren, Yanyan Wang, Kaiyong Li

Fog-based deep learning framework for real-time pandemic screening in smart cities from multi-site tomographies

Open Access
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Ibrahim Alrashdi

A study on the application of radiomics based on cardiac MR non-enhanced cine sequence in the early diagnosis of hypertensive heart disease

Open Access
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Ze-Peng Ma, Shi-Wei Wang, Lin-Yan Xue, Xiao-Dan Zhang, Wei Zheng, Yong-Xia Zhao, Shuang-Rui Yuan, Gao-Yang Li, Ya-Nan Yu, Jia-Ning Wang, Tian-Le Zhang

Tumour growth rate predicts overall survival in patients with recurrent WHO grade 4 glioma

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Jeffer Hann Wei Pang, Seyed Ehsan Saffari, Guan Rong Lee, Wai-Yung Yu, Choie Cheio Tchoyoson Lim, Kheng Choon Lim, Chia Ching Lee, Wee Yao Koh, Wei Tsau, David Chia, Kevin Lee Min Chua, Chee Kian Tham, Yin Yee Sharon Low, Wai Hoe Ng, Chyi Yeu David Low, Xuling Lin

Detection and diagnosis of automated breast ultrasound in patients with BI-RADS category 4 microcalcifications: a retrospective study

Open Access
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Li-Fang Yu, Chao-Chao Dai, Luo-Xi Zhu, Xiao-Jing Xu, Hong-Ju Yan, Chen-Xiang Jiang, Ling-Yun Bao

Evaluation of deep learning-based reconstruction late gadolinium enhancement images for identifying patients with clinically unrecognized myocardial infarction

Open Access
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Xuefang Lu, Weiyin Vivian Liu, Yuchen Yan, Wenbing Yang, Changsheng Liu, Wei Gong, Guangnan Quan, Jiawei Jiang, Lei Yuan, Yunfei Zha

Correction: VER-Net: a hybrid transfer learning model for lung cancer detection using CT scan images

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Correction

Anindita Saha, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Rakesh Kumar Yadav, Saurav Mallik, Zhongming Zhao

Compensation of small data with large filters for accurate liver vessel segmentation from contrast-enhanced CT images

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Wen Chen, Liang Zhao, Rongrong Bian, Qingzhou Li, Xueting Zhao, Ming Zhang

3D Tortuosity computation as a shape descriptor and its application to brain structure analysis

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Maria-Julieta Mateos, Ernesto Bribiesca, Adolfo Guzmán-Arenas, Wendy Aguilar, Jorge A. Marquez-Flores

Evaluation of left ventricular blood flow kinetic energy in patients with acute myocardial infarction by 4D Flow MRI: a preliminary study

Open Access
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Xiqing Niu, Yutong Dun, Guoce Li, Houning Zhang, Bin Zhang, Zhibin Pan, Hao Bian, Liqing Kang, Fenghai Liu

Evaluation of the extracranial “multifocal arcuate sign,” a novel MRI finding for the diagnosis of giant cell arteritis, on STIR and contrast-enhanced T1-weighted images

Open Access
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Toshitada Hiraka, Yasuhiro Sugai, Yoshihiro Konno, Yuuki Toyoguchi, Yoshie Obata, Shin Ohara, Akiko Shibata, Yusuke Takeda, Koichi Nishitsuka, Kazunobu Ichikawa, Masafumi Watanabe, Yukihiko Sonoda, Masafumi Kanoto

Spatial and geometric learning for classification of breast tumors from multi-center ultrasound images: a hybrid learning approach

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Jintao Ru, Zili Zhu, Jialin Shi

Multiparameter MRI-based radiomics nomogram for preoperative prediction of brain invasion in atypical meningioma:a multicentre study

Open Access
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Jinna Yu, Xin Kong, Dong Xie, Fei Zheng, Chao Wang, Dan Shi, Cong He, Xiaohong Liang, Hongwei Xu, Shouwei Li, Xuzhu Chen

Ultrasound contrast-enhanced radiomics model for preoperative prediction of the tumor grade of clear cell renal cell carcinoma: an exploratory study

Open Access
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Yujie Luo, Xiaoling Liu, Yiping Jia, Qin Zhao

Development and validation of peritumoral vascular and intratumoral radiomics to predict pathologic complete responses to neoadjuvant chemotherapy in patients with triple-negative breast cancer

Open Access
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Tianwen Xie, Jing Gong, Qiufeng Zhao, Chengyue Wu, Siyu Wu, Weijun Peng, Yajia Gu

The impact of the combat method on radiomics feature compensation and analysis of scanners from different manufacturers

Open Access
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Xiaolei Zhang, M. Iqbal bin Saripan, Yanjun Wu, Zhongxiao Wang, Dong Wen, Zhendong Cao, Bingzhen Wang, Shiqi Xu, Yanli Liu, Mohammad Hamiruce Marhaban, Xianling Dong

Alterations in structural integrity of superior longitudinal fasciculus III associated with cognitive performance in cerebral small vessel disease

Open Access
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Yifan Wang, Tianyao Wang, Zekuan Yu, Junjie Wang, Fang Liu, Mengwen Ye, Xianjin Fang, Yinhong Liu, Jun Liu

Gender differences in ethmoid sinus morphology_ 3D reconstruction of computed tomographic images

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Chi-Pin Hsu, Chih-Feng Lin, Chih-Chi Yang, Jeng-Ywan Jeng, Chang-Hung Huang

Preliminary study on AI-assisted diagnosis of bone remodeling in chronic maxillary sinusitis

Open Access
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Caiyun Zou, Hongbo Ji, Jie Cui, Bo Qian, Yu-Chen Chen, Qingxiang Zhang, Shuangba He, Yang Sui, Yang Bai, Yeming Zhong, Xu Zhang, Ting Ni, Zigang Che

Artificial intelligence-driven computer aided diagnosis system provides similar diagnosis value compared with doctors’ evaluation in lung cancer screening

Open Access
Research

Shan Gao, Zexuan Xu, Wanli Kang, Xinna Lv, Naihui Chu, Shaofa Xu, Dailun Hou

Clinical application of intraoperative ultrasound superb microvascular imaging in brain tumors resections: contributing to the achievement of total tumoral resection

Open Access
Research

Siman Cai, Hao Xing, Yuekun Wang, Yu Wang, Wenbin Ma, Yuxin Jiang, Jianchu Li, Hongyan Wang

Nomogram for the preoperative prediction of Ki-67 expression and prognosis in stage IA lung adenocarcinoma based on clinical and multi-slice spiral computed tomography features

Open Access
Research

Zhengteng Li, Hongmei Liu, Min Wang, Xiankai Wang, Dongmei Pan, Aidong Ma, Yang Chen

Radiomics diagnostic performance for predicting lymph node metastasis in esophageal cancer: a systematic review and meta-analysis

Open Access
Systematic Review

Dong Ma, Teli Zhou, Jing Chen, Jun Chen

Comparison of 96-kV and 120-kV cone-beam CT for the assessment of cochlear implants

Open Access
Research

Iris Burck, Ibrahim Yel, Simon Martin, Moritz H. Albrecht, Vitali Koch, Christian Booz, Daniel Pinto dos Santos, Benjamin Kaltenbach, Hanns Ackermann, Juha Koivisto, Silke Helbig, Timo Stöver, Thomas J. Vogl, Jan-Erik Scholtz

Placental T2WI MRI-based radiomics-clinical nomogram predicts suspicious placenta accreta spectrum in patients with placenta previa

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Hongchang Yu, Hongkun Yin, Huiling Zhang, Jibin Zhang, Yongfei Yue, Yanli Lu

Robust brain tumor classification by fusion of deep learning and channel-wise attention mode approach

Open Access
Research

Balamurugan A.G, Saravanan Srinivasan, Preethi D, Monica P, Sandeep Kumar Mathivanan, Mohd Asif Shah

Compressed sensing 3D T2WI radiomics model: improving diagnostic performance in muscle invasion of bladder cancer

Open Access
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Shuo Li, Zhichang Fan, Junting Guo, Ding Li, Zeke Chen, Xiaoyue Zhang, Yongfang Wang, Yan Li, Guoqiang Yang, Xiaochun Wang

Development and validation of a risk prediction model for invasiveness of pure ground-glass nodules based on a systematic review and meta-analysis

Open Access
Research

Yantao Yang, Libin Zhang, Han Wang, Jie Zhao, Jun Liu, Yun Chen, Jiagui Lu, Yaowu Duan, Huilian Hu, Hao Peng, Lianhua Ye

Radiomics analysis of lesion-specific pericoronary adipose tissue to predict major adverse cardiovascular events in coronary artery disease

Open Access
Research

Meng Chen, Guangyu Hao, Jialiang Xu, Yuanqing Liu, Yixing Yu, Su Hu, Chunhong Hu

Generation of virtual monoenergetic images at 40 keV of the upper abdomen and image quality evaluation based on generative adversarial networks

Open Access
Research

Hua Zhong, Qianwen Huang, Xiaoli Zheng, Yong Wang, Yanan Qian, Xingbiao Chen, Jinan Wang, Shaoyin Duan

DeepLeish: a deep learning based support system for the detection of Leishmaniasis parasite from Giemsa-stained microscope images

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Research

Eden Tekle, Kokeb Dese, Selfu Girma, Wondimagegn Adissu, Janarthanan Krishnamoorthy, Timothy Kwa

Application of strain elastography ultrasound to the endometrium of normal women

Open Access
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Guili Shen, Xueling Zhang, Lei Qin, Yiyun Wu, Hongbo Li

A deep learning-powered diagnostic model for acute pancreatitis

Open Access
Research

Chi Zhang, Jin Peng, Lu Wang, Yu Wang, Wei Chen, Ming-wei Sun, Hua Jiang

IDEAL-IQ combined with intravoxel incoherent motion diffusion-weighted imaging for quantitative diagnosis of osteoporosis

Open Access
Research

Zhe Yang, Chenglong Liu, Zhaojuan Shi, Jian Qin

An improved method for diagnosis of Parkinson’s disease using deep learning models enhanced with metaheuristic algorithm

Open Access
Research

Babita Majhi, Aarti Kashyap, Siddhartha Suprasad Mohanty, Sujata Dash, Saurav Mallik, Aimin Li, Zhongming Zhao

3D residual attention hierarchical fusion for real-time detection of the prostate capsule

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Research

Shixiao Wu, Chengcheng Guo, Ayixiamu Litifu, Zhiwei Wang

An automated in vitro wound healing microscopy image analysis approach utilizing U-net-based deep learning methodology

Open Access
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Dilan Doğru, Gizem D. Özdemir, Mehmet A. Özdemir, Utku K. Ercan, Nermin Topaloğlu Avşar, Onan Güren

Deep learning image reconstruction generates thinner slice iodine maps with improved image quality to increase diagnostic acceptance and lesion conspicuity: a prospective study on abdominal dual-energy CT

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Jingyu Zhong, Lingyun Wang, Chao Yan, Yue Xing, Yangfan Hu, Defang Ding, Xiang Ge, Jianying Li, Wei Lu, Xiaomeng Shi, Fei Yuan, Weiwu Yao, Huan Zhang

Feasibility of CT attenuation values in distinguishing acute ischemic stroke, old cerebral infarction and leukoaraiosis

Open Access
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Yun Peng, Chunyuan Luo, Heng Wang, Ke Sun, Fang Lin, Jingzhi Wang, Yutong Rao, Ruoyun Fan, Lianggeng Gong, Xiaoyu Sun

Correction to: Integrated approach of federated learning with transfer learning for classification and diagnosis of brain tumor

Open Access
Correction

Eid Albalawi, Mahesh T.R., Arastu Thakur, V. Vinoth Kumar, Muskan Gupta, Surbhi Bhatia Khan, Ahlam Almusharraf

Enhancing image quality in computed tomography angiography follow-ups after endovascular aneurysm repair: a comparative study of reconstruction techniques

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Huasong Cai, Hairong Jiang, Dingxiang Xie, Zhiman Lai, Jiale Wu, Mingjie Chen, Zhiyun Yang, Rulin Xu, Shanmei Zeng, Hui Ma

A comparative analysis of deep learning and hybrid iterative reconstruction algorithms with contrast-enhancement-boost post-processing on the image quality of indirect computed tomography venography of the lower extremities

Open Access
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Huayang Du, Xin Sui, Ruijie Zhao, Jiaru Wang, Ying Ming, Sirong Piao, Jinhua Wang, Zhuangfei Ma, Yun Wang, Lan Song, Wei Song

Classification, detection, and segmentation performance of image-based AI in intracranial aneurysm: a systematic review

Open Access
Systematic Review

Zhiyue Zhou, Yuxuan Jin, Haili Ye, Xiaoqing Zhang, Jiang Liu, Wenyong Zhang

Deep learning pneumoconiosis staging and diagnosis system based on multi-stage joint approach

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Research

Chang Liu, Yeqi Fang, YuHuan Xie, Hao Zheng, Xin Li, Dongsheng Wu, Tao Zhang

An improved 3D-UNet-based brain hippocampus segmentation model based on MR images

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Qian Yang, Chengfeng Wang, Kaicheng Pan, Bing Xia, Ruifei Xie, Jiankai Shi

Multiparametric mri-based radiomics nomogram for predicting lymph-vascular space invasion in cervical cancer

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Research

Feng-Hai Liu, Xin-Ru Zhao, Xiao-Ling Zhang, Meng Zhao, Shan Lu

Estimate of the hydraulic force in the aging heart: a cardiovascular magnetic resonance imaging study

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Moussa Gueda Moussa, Jérôme Lamy, Vincent Nguyen, Perrine Marsac, Umit Gencer, Elie Mousseaux, Emilie Bollache, Nadjia Kachenoura

MR–CT image fusion method of intracranial tumors based on Res2Net

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Wei Chen, Qixuan Li, Heng Zhang, Kangkang Sun, Wei Sun, Zhuqing Jiao, Xinye Ni

An interpretable artificial intelligence model based on CT for prognosis of intracerebral hemorrhage: a multicenter study

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Hao Zhang, Yun-Feng Yang, Xue-Lin Song, Hai-Jian Hu, Yuan-Yuan Yang, Xia Zhu, Chao Yang

Preoperative prediction of histopathological grading in patients with chondrosarcoma using MRI-based radiomics with semantic features

Open Access
Research

Xiaofen Li, Jingkun Zhang, Yinping Leng, Jiaqi Liu, Linlin Li, Tianyi Wan, Wentao Dong, Bing Fan, Lianggeng Gong

YOLO-V5 based deep learning approach for tooth detection and segmentation on pediatric panoramic radiographs in mixed dentition

Open Access
Research

Busra Beser, Tugba Reis, Merve Nur Berber, Edanur Topaloglu, Esra Gungor, Münevver Coruh Kılıc, Sacide Duman, Özer Çelik, Alican Kuran, Ibrahim Sevki Bayrakdar

Application of color doppler ultrasound and US shear wave elastography with connective tissue growth factor in the risk assessment of papillary thyroid carcinoma

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Xiaoling Leng, Jinhui Liu, Qiao Zou, Changchun Wang, Sen Yang

Advancing medical imaging: detecting polypharmacy and adverse drug effects with Graph Convolutional Networks (GCN)

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Omer Nabeel Dara, Abdullahi Abdu Ibrahim, Tareq Abed Mohammed

Diagnostic performance of magnetic resonance imaging features to differentiate adrenal pheochromocytoma from adrenal tumors with positive biochemical testing results

Open Access
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Rukun Huang, Tingsheng Lin, Mengxia Chen, Xiaogong Li, Hongqian Guo

Explainable lung cancer classification with ensemble transfer learning of VGG16, Resnet50 and InceptionV3 using grad-cam

Open Access
Research

Yogesh Kumaran S, J. Jospin Jeya, Mahesh T R, Surbhi Bhatia Khan, Saeed Alzahrani, Mohammed Alojail

Computer-aided diagnosis system for grading brain tumor using histopathology images based on color and texture features

Open Access
Research

Naira Elazab, Wael Gab Allah, Mohammed Elmogy

Non-contrast CT radiomics-clinical machine learning model for futile recanalization after endovascular treatment in anterior circulation acute ischemic stroke

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Research

Tao Sun, Hai-yun Yu, Chun-hua Zhan, Han-long Guo, Mu-yun Luo

STC-UNet: renal tumor segmentation based on enhanced feature extraction at different network levels

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Wei Hu, Shouyi Yang, Weifeng Guo, Na Xiao, Xiaopeng Yang, Xiangyang Ren

Radiograph-based rheumatoid arthritis diagnosis via convolutional neural network

Open Access
Research

Yong Peng, Xianqian Huang, Minzhi Gan, Keyue Zhang, Yong Chen

Value of multiparametric magnetic resonance imaging in distinguishing sinonasal lymphoma from sinonasal carcinoma: a case control study

Open Access
Research

Chong Liu, Ye Wang, Duo Zhang, Jin Zhou, Yan Wu, Ying Guo, Rui-Chao Liu, Jin-E Xu

Continuum topological derivative - a novel application tool for denoising CT and MRI medical images

Open Access
Research

Viswanath Muthukrishnan, Sandeep Jaipurkar, Nedumaran Damodaran

Correction: IDEAL-IQ combined with intravoxel incoherent motion diffusion-weighted imaging for quantitative diagnosis of osteoporosis

Open Access
Correction

Zhe Yang, Chenglong Liu, Zhaojuan Shi, Jian Qin

Correction: Evaluation of deep learning-based reconstruction late gadolinium enhancement images for identifying patients with clinically unrecognized myocardial infarction

Open Access
Correction

Xuefang Lu, Weiyin Vivian Liu, Yuchen Yan, Wenbing Yang, Changsheng Liu, Wei Gong, Guangnan Quan, Jiawei Jiang, Lei Yuan, Yunfei Zha

Biparametric MRI of the prostate radiomics model for prediction of pelvic lymph node metastasis in prostate cancers : a two-centre study

Open Access
Research

Chunxing Li, Jisu Hu, Zhiyuan Zhang, Chaogang Wei, Tong Chen, Ximing Wang, Yakang Dai, Junkang Shen

Advancing ASD identification with neuroimaging: a novel GARL methodology integrating Deep Q-Learning and generative adversarial networks

Open Access
Research

Yujing Zhou, Guangbo Jia, Yingtong Ren, Yingxin Ren, Zhifeng Xiao, Yinmei Wang

Parkinson's image detection and classification based on deep learning

Open Access
Research

Hui Li, Zixuan Yang, Weimin Qi, Xinchen Yu, Jiaying Wu, Haining Li

Multi-parametric MRI-based machine learning model for prediction of pathological grade of renal injury in a rat kidney cold ischemia-reperfusion injury model

Open Access
Research

Lihua Chen, Yan Ren, Yizhong Yuan, Jipan Xu, Baole Wen, Shuangshuang Xie, Jinxia Zhu, Wenshuo Li, Xiaoli Gong, Wen Shen

Ultrasound-based deep learning radiomics nomogram for differentiating mass mastitis from invasive breast cancer

Open Access
Research

Linyong Wu, Songhua Li, Chaojun Wu, Shaofeng Wu, Yan Lin, Dayou Wei

Value of fractional-order calculus (FROC) model diffusion-weighted imaging combined with simultaneous multi-slice (SMS) acceleration technology for evaluating benign and malignant breast lesions

Open Access
Research

Fei Wang, Yi-Nan Sun, Bao-Ti Zhang, Qing Yang, An-Dong He, Wang-Yan Xu, Jun Liu, Meng-Xiao Liu, Xiao-Hu Li, Yong-Qiang Yu, Juan Zhu

An efficient multi-level thresholding method for breast thermograms analysis based on an improved BWO algorithm

Open Access
Research

Simrandeep Singh, Harbinder Singh, Nitin Mittal, Supreet Singh, S. S. Askar, Ahmad M. Alshamrani, Mohamed Abouhawwash

A comparative study of 18F-PSMA-1007 PET/CT and pelvic MRI in newly diagnosed prostate cancer

Open Access
Research

Zhenyan Ye, Ying Kou, Jiaqi Shen, Jun Dang, Xiaofei Tan, Xiao Jiang, Xiaoxiong Wang, Hao Lu, Shirong Chen, Zhuzhong Cheng

Contrast enhancement boost improves the image quality of CT angiography derived from 80-kVp cerebral CT perfusion data

Open Access
Research

Lin Yang, Haiwei Zhang, Jiexin Sheng, Meng Wang, Yaliang Liu, Min Xu, Xiao Yang, Bo Wang, Xiaolong He, Lei Gao, Chao Zheng

Clinical value of the semi-quantitative parameters of 18F-fluorodeoxyglucose PET/CT in the classification of hepatic echinococcosis in the Qinghai Tibetan area of China

Open Access
Research

Zhihui Shen, Yuan Wang, Xin Chen, Sai Chou, Guanyun Wang, Yong Wang, Xiaodan Xu, Jiajin Liu, Ruimin Wang

Correction: Explainable lung cancer classification with ensemble transfer learning of VGG16, Resnet50 and InceptionV3 using grad-cam

Open Access
Correction

Yogesh Kumaran S, J. Jospin Jeya, Mahesh T R, Surbhi Bhatia Khan, Saeed Alzahrani, Mohammed Alojail

CT-based deep learning radiomics biomarker for programmed cell death ligand 1 expression in non-small cell lung cancer

Open Access
Research

Ting Xu, Xiaowen Liu, Yaxi Chen, Shuxing Wang, Changsi Jiang, Jingshan Gong

Differentiating low-risk thymomas from high-risk thymomas: preoperative radiomics nomogram based on contrast enhanced CT to minimize unnecessary invasive thoracotomy

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Research

Chao Gao, Liping Yang, Yuchao Xu, Tianzuo Wang, Hongchao Ding, Xing Gao, Lin Li

A QR code-enabled framework for fast biomedical image processing in medical diagnosis using deep learning

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Research

Arwa Mashat

Deep learning-based automated bone age estimation for Saudi patients on hand radiograph images: a retrospective study

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Zuhal Y. Hamd, Amal I. Alorainy, Mohammed A. Alharbi, Anas Hamdoun, Arwa Alkhedeiri, Shaden Alhegail, Nurul Absar, Mayeen Uddin Khandaker, Alexander F. I. Osman

Evaluation of the intramammary distribution of breast lesions detected by MRI but not conventional second-look B-mode ultrasound using an MRI/ultrasound fusion technique

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Research

Masayuki Saito, Hirona Banno, Yukie Ito, Mirai Ido, Manami Goto, Takahito Ando, Yukako Mouri, Junko Kousaka, Kimihito Fujii, Tsuneo Imai, Shogo Nakano, Kojiro Suzuki

Enhanced skin cancer diagnosis using optimized CNN architecture and checkpoints for automated dermatological lesion classification

Open Access
Research

M Mohamed Musthafa, Mahesh T R, Vinoth Kumar V, Suresh Guluwadi

A radiomics model utilizing CT for the early detection and diagnosis of severe community-acquired pneumonia

Open Access
Research

Jia Jiang, Siqin Chen, Shaofeng Zhang, Yaling Zeng, Jiayi Liu, Wei lei, Xiang Liu, Xin Chen, Qiang Xiao

Bone metastasis prediction in non-small-cell lung cancer: primary CT-based radiomics signature and clinical feature

Open Access
Research

Zheng Liu, Rui Yin, Wenjuan Ma, Zhijun Li, Yijun Guo, Haixiao Wu, Yile Lin, Vladimir P. Chekhonin, Karl Peltzer, Huiyang Li, Min Mao, Xiqi Jian, Chao Zhang

Metal implant segmentation in CT images based on diffusion model

Open Access
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Kai Xie, Liugang Gao, Yutao Zhang, Heng Zhang, Jiawei Sun, Tao Lin, Jianfeng Sui, Xinye Ni

Automated system utilizing non-invasive technique mammograms for breast cancer detection

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Research

Hazem M. Ammar, Ashraf F. Tammam, Ibrahim M. Selim, Mohamed Eassa

Adaptive Mish activation and ranger optimizer-based SEA-ResNet50 model with explainable AI for multiclass classification of COVID-19 chest X-ray images

Open Access
Research

S. R. Sannasi Chakravarthy, N. Bharanidharan, C. Vinothini, Venkatesan Vinoth Kumar, T. R. Mahesh, Suresh Guluwadi

Retinex theory-based nonlinear luminance enhancement and denoising for low-light endoscopic images

Open Access
Research

En Mou, Huiqian Wang, Xiaodong Chen, Zhangyong Li, Enling Cao, Yuanyuan Chen, Zhiwei Huang, Yu Pang

An effective no-reference image quality index prediction with a hybrid Artificial Intelligence approach for denoised MRI images

Open Access
Research

Prianka Ramachandran Radhabai, Kavitha KVN, Ashok Shanmugam, Agbotiname Lucky Imoize

Assessing the inter-observer and intra-observer reliability of radiographic measurements for size-specific dose estimates

Open Access
Research

Faisal A. Alrehily

Development and validation of a model predicting adrenal lipid-poor adenoma based on the minimum attenuation value from non-contrast CT: a dual-center retrospective study

Open Access
Research

Hanlin Zhu, Mengwei Wu, Bo Feng, Haifeng Zhang, Chunfeng Hu, Tong Zhang, Zhijiang Han

Gd-EOB-DTPA enhanced MRI nomogram model to differentiate hepatocellular carcinoma and focal nodular hyperplasia both showing iso- or hyperintensity in the hepatobiliary phase

Open Access
Research

Hao-yu Mao, Bin-qing Shen, Ji-yun Zhang, Tao Zhang, Wu Cai, Yan-fen Fan, Xi-ming Wang, Yi-xing Yu, Chun-hong Hu

Dual-energy computed tomography with new virtual monoenergetic image reconstruction enhances prostate lesion image quality and improves the diagnostic efficacy for prostate cancer

Open Access
Research

Nina Fan, Xiaofeng Chen, Yulin Li, Zhiqiang Zhu, Xiangguang Chen, Zhiqi Yang, Jiada Yang

CT-based surrogate parameters for MRI-based disc height and endplate degeneration in the lumbar spine

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Research

Thorsten Jentzsch, Karin E. Mantel, Ksenija Slankamenac, Georg Osterhoff, Clément M. L. Werner

The diagnostic accuracy of triphasic abdominal CT in detecting esophageal varices

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Research

Suzana Lukoo, Balowa Musa, Lilian Salingwa, Gerard Mpemba, Ahmed Jusabani

Systematic review and meta-analysis of the diagnostic value of computed tomography angiography for severe internal carotid artery stenosis

Open Access
Research

Han-Lin Zeng, Fu-Qiang Shao, Xian-Feng Peng, Chun-Yu Lei

A radiomics nomogram based on multiparametric MRI for diagnosing focal cortical dysplasia and initially identifying laterality

Open Access
Research

Shi-qi Chen, Liang Wei, Keng He, Ya-wen Xiao, Zhao-tao Zhang, Jian-kun Dai, Ting Shu, Xiao-yu Sun, Di Wu, Yi Luo, Yi-fei Gui, Xin-lan Xiao

Ultrasound evaluation of cardiac and diaphragmatic function at different positions during a spontaneous breathing trial predicting extubation outcomes: a retrospective cohort study

Open Access
Research

Ling Luo, Yidan Li, Lifang Wang, Bing Sun, Zhaohui Tong

Deep learning based uterine fibroid detection in ultrasound images

Open Access
Research

Haibin Xi, Wenjing Wang

Morphological changes in flatfoot: a 3D analysis using weight-bearing CT scans

Open Access
Research

Yuchun Cai, Zhe Zhao, Jianzhang Huang, Zhendong Yu, Manqi Jiang, Shengjie Kang, Xinghong Yuan, Yingying Liu, Xiaoliu Wu, Jun Ouyang, Wencui Li, Lei Qian

Application of improved Unet network in the recognition and segmentation of lung CT images in patients with pneumoconiosis

Open Access
Research

Zhengsong Zhou, Xin Li, Hongbo Ji, Xuanhan Xu, Zongqi Chang, Keda Wu, Yangyang Song, Mingkun Kao, Hongjun Chen, Dongsheng Wu, Tao Zhang

Machine learning model for non-alcoholic steatohepatitis diagnosis based on ultrasound radiomics

Open Access
Research

Fei Xia, Wei Wei, Junli Wang, Yayang Duan, Kun Wang, Chaoxue Zhang

Prediction of PD-L1 and Ki-67 status in primary central nervous system diffuse large B-cell lymphoma by diffusion and perfusion MRI: a preliminary study

Open Access
Research

Xiaofang Zhou, Feng Wang, Lan Yu, Feiman Yang, Jie Kang, Dairong Cao, Zhen Xing

Diagnostic value of combined CT lymphangiography and 99Tcm-DX lymphoscintigraphy in primary chylopericardium

Open Access
Research

Yimeng Zhang, Zhe Wen, Mengke Liu, Xingpeng Li, Mingxia Zhang, Rengui Wang

Correction: YOLO-V5 based deep learning approach for tooth detection and segmentation on pediatric panoramic radiographs in mixed dentition

Open Access
Correction

Busra Beser, Tugba Reis, Merve Nur Berber, Edanur Topaloglu, Esra Gungor, Münevver Coruh Kılıc, Sacide Duman, Özer Çelik, Alican Kuran, Ibrahim Sevki Bayrakdar

Correction: Radiomics diagnostic performance for predicting lymph node metastasis in esophageal cancer: a systematic review and meta-analysis

Open Access
Correction

Dong Ma, Teli Zhou, Jing Chen, Jun Chen

Diagnostic utility of apparent diffusion coefficient in preoperative assessment of endometrial cancer: are we ready for the 2023 FIGO staging?

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Research

Gehad A. Saleh, Rasha Abdelrazek, Amany Hassan, Omar Hamdy, Mohammed Salah Ibrahim Tantawy

Optimized deep CNN for detection and classification of diabetic retinopathy and diabetic macular edema

Open Access
Research

V Thanikachalam, K Kabilan, Sudheer Kumar Erramchetty

Prediction model for lateral lymph node metastasis of papillary thyroid carcinoma in children and adolescents based on ultrasound imaging and clinical features: a retrospective study

Open Access
Research

Shiyang Lin, Yuan Zhong, Yidi Lin, Guangjian Liu

The value of quantitative shear wave elastography combined with conventional ultrasound in evaluating and guiding fine needle aspiration biopsy of axillary lymph node for early breast cancer: implication for axillary surgical stage

Open Access
Research

Xuan Liu, Yi-ni Huang, Ying-lan Wu, Xiao-yao Zhu, Ze-ming Xie, Jian Li

Revolutionizing breast ultrasound diagnostics with EfficientNet-B7 and Explainable AI

Open Access
Research

M. Latha, P. Santhosh Kumar, R. Roopa Chandrika, T. R. Mahesh, V. Vinoth Kumar, Suresh Guluwadi

Fractional differentiation based image enhancement for automatic detection of malignant melanoma

Open Access
Research

Basmah Anber, Kamil Yurtkan

Multimodal medical image fusion based on interval gradients and convolutional neural networks

Open Access
Research

Xiaolong Gu, Ying Xia, Jie Zhang

nnU-Net based segmentation and 3D reconstruction of uterine fibroids with MRI images for HIFU surgery planning

Open Access
Research

Ting Wang, Yingang Wen, Zhibiao Wang

The scoring system combined with radiomics and imaging features in predicting the malignant potential of incidental indeterminate small (<20 mm) solid pulmonary nodules

Open Access
Research

Bai-Qiang Qu, Yun Wang, Yue-Peng Pan, Pei-Wei Cao, Xue-Ying Deng

Utilizing CT imaging for evaluating late gastrointestinal tract side effects of radiotherapy in uterine cervical cancer: a risk regression analysis

Open Access
Research

Pooriwat Muangwong, Nutthita Prukvaraporn, Kittikun Kittidachanan, Nattharika Watthanayuenyong, Imjai Chitapanarux, Wittanee Na Chiangmai

Clinical performance of deep learning-enhanced ultrafast whole-body scintigraphy in patients with suspected malignancy

Open Access
Research

Na Qi, Boyang Pan, Qingyuan Meng, Yihong Yang, Jie Ding, Zengbei Yuan, Nan-Jie Gong, Jun Zhao

The reliability of virtual non-contrast reconstructions of photon-counting detector CT scans in assessing abdominal organs

Open Access
Research

Ibolyka Dudás, Leona Schultz, Márton Benke, Ákos Szücs, Pál Novák Kaposi, Attila Szijártó, Pál Maurovich-Horvat, Bettina Katalin Budai

Deep learning-based techniques for estimating high-quality full-dose positron emission tomography images from low-dose scans: a systematic review

Open Access
Systematic Review

Negisa Seyyedi, Ali Ghafari, Navisa Seyyedi, Peyman Sheikhzadeh

Diagnostic value and efficacy evaluation value of transvaginal color doppler ultrasound parameters for uterine scar pregnancy and sub-type after cesarean section

Open Access
Research

Yuting Peng, Jia Liu, Jun Xie, Quanlv Li

Predicting invasion in early-stage ground-glass opacity pulmonary adenocarcinoma: a radiomics-based machine learning approach

Open Access
Research

Junjie Bin, Mei Wu, Meiyun Huang, Yuguang Liao, Yuli Yang, Xianqiong Shi, Siqi Tao

Medical image analysis using improved SAM-Med2D: segmentation and classification perspectives

Open Access
Research

Jiakang Sun, Ke Chen, Zhiyi He, Siyuan Ren, Xinyang He, Xu Liu, Cheng Peng

Ultrasomics differentiation of malignant and benign focal liver lesions based on contrast-enhanced ultrasound

Open Access
Research

Hang-Tong Hu, Ming-De Li, Jian-Chao Zhang, Si-Min Ruan, Shan-Shan Wu, Xin-Xin Lin, Hai-Yu Kang, Xiao-Yan Xie, Ming-De Lu, Ming Kuang, Er-Jiao Xu, Wei Wang

Accuracy of deep learning in the differential diagnosis of coronary artery stenosis: a systematic review and meta-analysis

Open Access
Research

Li Tu, Ying Deng, Yun Chen, Yi Luo

The application value of support vector machine model based on multimodal MRI in predicting IDH-1mutation and Ki-67 expression in glioma

Open Access
Research

He-Xin Liang, Zong-Ying Wang, Yao Li, An-Ning Ren, Zhi-Feng Chen, Xi-Zhen Wang, Xi-Ming Wang, Zhen-Guo Yuan

Assessing muscle invasion in bladder cancer via virtual biopsy: a study on quantitative parameters and classical radiomics features from dual-energy CT imaging

Open Access
Research

Mengting Hu, Wei Wei, Jingyi Zhang, Shigeng Wang, Xiaoyu Tong, Yong Fan, Qiye Cheng, Yijun Liu, Jianying Li, Lei Liu

Application research on the diagnosis of classic trigeminal neuralgia based on VB-Net technology and radiomics

Open Access
Research

Lei Pan, Xuechun Wang, Xiuhong Ge, Haiqi Ye, Xiaofen Zhu, Qi Feng, Haibin Wang, Feng Shi, Zhongxiang Ding

Integration of texture analysis based on DCE-MRI Ktrans map and metabolomics of early bone marrow microvascular changes in alloxan-induced diabetic rabbits

Open Access
Research

Yan Wang, Liang Li, Yuchen Yan, Tian Zhang, Lei Hu, Jun Chen, Yunfei Zha

The BCPM method: decoding breast cancer with machine learning

Open Access
Research

Badar Almarri, Gaurav Gupta, Ravinder Kumar, Vandana Vandana, Fatima Asiri, Surbhi Bhatia Khan

Correction: a comparative study of 18 F-PSMA-1007 PET/CT and pelvic MRI in newly diagnosed prostate cancer

Open Access
Correction

Zhenyan Ye, Ying Kou, Jiaqi Shen, Jun Dang, Xiaofei Tan, Xiao Jiang, Xiaoxiong Wang, Hao Lu, Shirong Chen, Zhuzhong Cheng

Detection of hepatocellular carcinoma feeding vessels: MDCT angiography with 3D reconstruction versus digital subtraction angiography

Open Access
Research

Ramy M. Ahmed, Wageeh A. Ali, Ahmed M. AbdelHakam, Sayed H. Ahmed

Three-dimensional numerical schemes for the segmentation of the psoas muscle in X-ray computed tomography images

Open Access
Research

Giulio Paolucci, Isabella Cama, Cristina Campi, Michele Piana

Multimodal MRI-based radiomics models for the preoperative prediction of lymphovascular space invasion of endometrial carcinoma

Open Access
Research

Dong Liu, Jinyu Huang, Yufeng Zhang, Hailin Shen, Ximing Wang, Zhou Huang, Xue Chen, Zhenguo Qiao, Chunhong Hu

A hybrid features fusion-based framework for classification of breast micronodules using ultrasonography

Open Access
Research

Mousa Alhajlah

An open-source fine-tuned large language model for radiological impression generation: a multi-reader performance study

Open Access
Research

Adrian Serapio, Gunvant Chaudhari, Cody Savage, Yoo Jin Lee, Maya Vella, Shravan Sridhar, Jamie Lee Schroeder, Jonathan Liu, Adam Yala, Jae Ho Sohn

Diagnosis of suspected pediatric distal forearm fractures with point-of-care-ultrasound (POCUS) by pediatric orthopedic surgeons after minimal training

Open Access
Research

Josephine Edith Pohl, Philipp Schwerk, René Mauer, Gabriele Hahn, Ricardo Beck, Guido Fitze, Jurek Schultz

Histopathological correlations of CT-based radiomics imaging biomarkers in native kidney biopsy

Open Access
Research

Yoon Ho Choi, Ji-Eun Kim, Ro Woon Lee, Byoungje Kim, Hyeong Chan Shin, Misun Choe, Yaerim Kim, Woo Yeong Park, Kyubok Jin, Seungyeup Han, Jin Hyuk Paek, Kipyo Kim

Disparities in the diagnostic efficacy of radiomics models in predicting various degrees of cognitive impairment in patients with cerebral small vessel disease

Open Access
Research

Bingqin Huang, Wei Zheng, Ronghua Mu, Peng Yang, Xin Li, Fuzhen Liu, Xiaoyan Qin, Xiqi Zhu

A multi-slice attention fusion and multi-view personalized fusion lightweight network for Alzheimer’s disease diagnosis

Open Access
Research

Qiongmin Zhang, Ying Long, Hongshun Cai, Siyi Yu, Yin Shi, Xiaowei Tan

Dual stage MRI image restoration based on blind spot denoising and hybrid attention

Open Access
Research

Renfeng Liu, Songyan Xiao, Tianwei Liu, Fei Jiang, Cao Yuan, Jianfeng Chen

Predictive value of dynamic diffusion tensor imaging for surgical outcomes in patients with cervical spondylotic myelopathy

Open Access
Research

Xiaoyun Wang, Xiaonan Tian, Yujin Zhang, Baogen Zhao, Ning Wang, Ting Gao, Li Zhang

Evaluation of the clinical application value of artificial intelligence in diagnosing head and neck aneurysms

Open Access
Research

Yi Shen, Chao Zhu, Bingqian Chu, Jian Song, Yayuan Geng, Jianying Li, Bin Liu, Xingwang Wu

MRI T2WI-based radiomics combined with KRAS gene mutation constructed models for predicting liver metastasis in rectal cancer

Open Access
Research

Jiaqi Ma, Xinsheng Nie, Xiangjiang Kong, Lingqing Xiao, Han Liu, Shengming Shi, Yupeng Wu, Na Li, Linlin Hu, Xiaofu Li

Artificial intelligence in predicting recurrence after first-line treatment of liver cancer: a systematic review and meta-analysis

Open Access
Systematic Review

Linyong Wu, Qingfeng Lai, Songhua Li, Shaofeng Wu, Yizhong Li, Ju Huang, Qiuli Zeng, Dayou Wei

Clinic, CT radiomics, and deep learning combined model for the prediction of invasive pulmonary aspergillosis

Open Access
Research

Kaixiang Zhang, Guoxin Zhao, Yinghui Liu, Yongbin Huang, Jie Long, Ning Li, Huangze Yan, Xiuzhu Zhang, Jingzhi Ma, Yuming Zhang

Neuroimaging studies of resting-state functional magnetic resonance imaging in eating disorders

Open Access
Research

Xiong Chen, Chunqi Ai, Zhongchun Liu, Gang Wang

Predicting response to immunotherapy in oral squamous cell carcinoma via a CT-based radiomics model

Open Access
Research

Qifan Ma, Jiliang Ren, Rui Wang, Ying Yuan, Xiaofeng Tao

The value evaluation of Nomogram prediction model based on CTA imaging features for selecting treatment methods for isolated superior mesenteric artery dissection

Open Access
Research

Xiaodong Jiang, Dongjian Chen, Qingbin Meng, Xiaokan Liu, Li Liang, Bosheng He, Wenbin Ding

Retrospective analysis of multiparametric MRI in predicting complete pathologic response of neo-adjuvant chemotherapy in bladder cancer

Open Access
Research

Daan De Maeseneer, Pieter De Visschere, Mats Van den Broecke, Felix Delbare, Geert Villeirs, Sofie Verbeke, Valérie Fonteyne, Charles Van Praet, Karel Decaestecker, Alexander Decruyenaere, Sylvie Rottey

Characteristics of 18F-FDG PET/CT in patients with Kimura’s disease from China

Open Access
Research

Mimi Xu, Yafei Zhang, Guangfa Wang, Lili lin, Yan Wu, Yu Wang, Kui Zhao, Xinhui Su

The value of quantitative analysis of radionuclide bone SPECT/CT imaging in vertebral compression fracture: a retrospective study

Open Access
Research

Yuhua Wang, Feifei Qiao, Na Li, Ye Liu, Yahong Long, Kang Xu, Jiantao Wang, Wanchun Zhang

Accelerated muscle mass estimation from CT images through transfer learning

Open Access
Research

Seunghan Yoon, Tae Hyung Kim, Young Kul Jung, Younghoon Kim

Correction: The BCPM method: decoding breast cancer with machine learning

Open Access
Correction

Badar Almarri, Gaurav Gupta, Ravinder Kumar, Vandana Vandana, Fatima Asiri, Surbhi Bhatia Khan

Radiomics based on MRI to predict recurrent L4-5 disc herniation after percutaneous endoscopic lumbar discectomy

Open Access
Research

Antao Lin, Hao Zhang, Yan Wang, Qian Cui, Kai Zhu, Dan Zhou, Shuo Han, Shengwei Meng, Jialuo Han, Lei Li, Chuanli Zhou, Xuexiao Ma

For a clinical application of optical triangulation to assess respiratory rate using an RGB camera and a line laser

Open Access
Research

Yoosoo Jeong, Chanho Song, Seungmin Lee, Jaebum Son

Enhanced pediatric thyroid ultrasound image segmentation using DC-Contrast U-Net

Open Access
Research

Bo Peng, Wu Lin, Wenjun Zhou, Yan Bai, Anguo Luo, Shenghua Xie, Lixue Yin

Calculation of virtual 3D subtraction angiographies using conditional generative adversarial networks (cGANs)

Open Access
Research

Sebastian Johannes Müller, Eric Einspänner, Stefan Klebingat, Seraphine Zubel, Roland Schwab, Erelle Fuchs, Elie Diamandis, Eya Khadhraoui, Daniel Behme

Prediction of lymphovascular invasion in invasive breast cancer based on clinical-MRI radiomics features

Open Access
Research

Chunling Zhang, Peng Zhou, Ruobing Li, Zhongyuan Li, Aimei Ouyang

Primary spinal epidural abscess: magnetic resonance imaging characteristics and diagnosis

Open Access
Research

Gang Jiang, Ling-ling Sun, Zhi-tao Yang, Jiu-fa Cui, Qing-yuan Zhang, Chuan-ping Gao

Comparison of different iterative reconstruction algorithms with contrast-enhancement boost technique on the image quality of CT pulmonary angiography for obese patients

Open Access
Research

Mei Ye, Li Wang, Yan Xing, Yuxiang Li, Zicheng Zhao, Min Xu, Wenya Liu

Feasibility of an artificial intelligence system for tumor response evaluation

Open Access
Research

Nie Xiuli, Chen Hua, Gao Peng, Yu Hairong, Sun Meili, Yan Peng

Segmentation of choroidal area in optical coherence tomography images using a transfer learning-based conventional neural network: a focus on diabetic retinopathy and a literature review

Open Access
Research

Jamshid Saeidian, Hossein Azimi, Zohre Azimi, Parnia Pouya, Hassan Asadigandomani, Hamid Riazi-Esfahani, Alireza Hayati, Kimia Daneshvar, Elias Khalili Pour

Nomogram based on multimodal ultrasound features for evaluating breast nonmass lesions: a single center study

Open Access
Research

Li-Fang Yu, Luo-Xi Zhu, Chao-Chao Dai, Xiao-Jing Xu, Yan-Juan Tan, Hong-Ju Yan, Ling-Yun Bao

Trends in CT examination utilization in the emergency department during and after the COVID-19 pandemic

Open Access
Research

Felix Kempter, Tobias Heye, Jan Vosshenrich, Benjamin Ceresa, Dominik Jäschke

Comprehensive assessment of imaging quality of artificial intelligence-assisted compressed sensing-based MR images in routine clinical settings

Open Access
Research

Adiraju Karthik, Kamal Aggarwal, Aakaar Kapoor, Dharmesh Singh, Lingzhi Hu, Akash Gandhamal, Dileep Kumar

Spatial attention-based CSR-Unet framework for subdural and epidural hemorrhage segmentation and classification using CT images

Open Access
Research

Nafees Ahmed S, Prakasam P

Is cone-beam computed tomography more accurate than periapical radiography for detection of vertical root fractures? A systematic review and meta-analysis

Open Access
Systematic Review

Abbas Shokri, Fatemeh Salemi, Tara Taherpour, Hamed Karkehabadi, Kousar Ramezani, Foozie Zahedi, Maryam Farhadian

Correction: For a clinical application of optical triangulation to assess respiratory rate using an RGB camera and a line laser

Open Access
Correction

Yoosoo Jeong, Chanho Song, Seungmin Lee, Jaebum Son

CT coronary fractional flow reserve based on artificial intelligence using different software: a repeatability study

Open Access
Research

Jing Li, Zhenxing Yang, Zhenting Sun, Lei Zhao, Aishi Liu, Xing Wang, Qiyu Jin, Guoyu Zhang

Predicting pathological complete response following neoadjuvant chemoradiotherapy (nCRT) in patients with locally advanced rectal cancer using merged model integrating MRI-based radiomics and deep learning data

Open Access
Research

Haidi Lu, Yuan Yuan, Minglu Liu, Zhihui Li, Xiaolu Ma, Yuwei Xia, Feng Shi, Yong Lu, Jianping Lu, Fu Shen

Predictive value of metabolic parameters and apparent diffusion coefficient derived from 18F-FDG PET/MR in patients with non-small cell lung cancer

Open Access
Research

Han Jiang, Ziqiang Li, Nan Meng, Yu Luo, Pengyang Feng, Fangfang Fu, Yang Yang, Jianmin Yuan, Zhe Wang, Meiyun Wang

Clinical and CT characteristics for predicting lymph node metastasis in patients with synchronous multiple primary lung adenocarcinoma

Open Access
Research

Yantao Yang, Ziqi Jiang, Qiubo Huang, Wen Jiang, Chen Zhou, Jie Zhao, Huilian Hu, Yaowu Duan, Wangcai Li, Jia Luo, Jiezhi Jiang, Lianhua Ye

Development and internal validation of prediction model for rebleeding within one year after endoscopic treatment of cirrhotic varices: consideration from organ-based CT radiomics signature

Open Access
Research

Lulu Xu, Jing Zhang, Siyun Liu, Guoyun He, Jian Shu

An artificial intelligence algorithm for the detection of pulmonary ground-glass nodules on spectral detector CT: performance on virtual monochromatic images

Open Access
Research

Zhong-Yan Ma, Hai-lin Zhang, Fa-jin Lv, Wei Zhao, Dan Han, Li-chang Lei, Qin Song, Wei-wei Jing, Hui Duan, Shao-Lei Kang

Does the FARNet neural network algorithm accurately identify Posteroanterior cephalometric landmarks?

Open Access
Research

Merve Gonca, İbrahim Şevki Bayrakdar, Özer Çelik

18F-FDG PET/CT for predicting inferior vena cava wall invasion in patients of renal cell carcinoma with the presence of inferior vena cava tumor thrombus

Open Access
Research

Anhui Zhu, Xiaoyan Hou, Na Guo, Weifang Zhang

Imaging and clinical manifestations of hematogenous dissemination in melioidosis

Open Access
Research

Anle Yu, Lanfang Su, Qun Li, Xiaohua Li, Sile Tao, Feng Li, Danqiong Deng

Efficient brain tumor grade classification using ensemble deep learning models

Open Access
Research

Sankar M, Baiju BV, Preethi D, Ananda Kumar S, Sandeep Kumar Mathivanan, Mohd Asif Shah

Computer vision applications for the detection or analysis of tuberculosis using digitised human lung tissue images - a systematic review

Open Access
Research

Kapongo D. Lumamba, Gordon Wells, Delon Naicker, Threnesan Naidoo, Adrie J. C. Steyn, Mandlenkosi Gwetu

Diagnostic significance of ultrasound characteristics in discriminating follicular thyroid carcinoma from adenoma

Open Access
Research

Ruifang Xu, Wanwan Wen, Yanning Zhang, Linxue Qian, Yujiang Liu

Computerized tomography features acting as predictors for invasive therapy in the management of Crohn’s disease-related spontaneous intra-abdominal abscess: experience from long-term follow-up

Open Access
Research

Yinghao Sun, Wei Liu, Ye Ma, Hong Yang, Yue Li, Bei Tan, Ji Li, Jiaming Qian

Correction: CT coronary fractional flow reserve based on artificial intelligence using different software: a repeatability study

Open Access
Correction

Jing Li, Zhenxing Yang, Zhenting Sun, Lei Zhao, Aishi Liu, Xing Wang, Qiyu Jin, Guoyu Zhang

Computed tomography enterography radiomics and machine learning for identification of Crohn’s disease

Open Access
Research

Qiao Shi, Yajing Hao, Huixian Liu, Xiaoling Liu, Weiqiang Yan, Jun Mao, Bihong T. Chen

Predicting malignancy in breast lesions: enhancing accuracy with fine-tuned convolutional neural network models

Open Access
Research

Li Li, Changjie Pan, Ming Zhang, Dong Shen, Guangyuan He, Mingzhu Meng

Computed tomography radiomics reveals prognostic value of immunophenotyping in laryngeal squamous cell carcinoma: a comparison of whole tumor- versus habitats-based approaches

Open Access
Research

Meng Qi, Weiding Zhou, Ying Yuan, Yang Song, Duo Zhang, Jiliang Ren

A deep learning based method for left ventricular strain measurements: repeatability and accuracy compared to experienced echocardiographers

Open Access
Research

Magnus Rogstadkjernet, Sigurd Z. Zha, Lars G. Klæboe, Camilla K. Larsen, John M. Aalen, Esther Scheirlynck, Bjørn-Jostein Singstad, Steven Droogmans, Bernard Cosyns, Otto A. Smiseth, Kristina H. Haugaa, Thor Edvardsen, Eigil Samset, Pål H. Brekke

Enhancing image-based diagnosis of gastrointestinal tract diseases through deep learning with EfficientNet and advanced data augmentation techniques

Open Access
Research

A. M. J. MD. Zubair Rahman, R. Mythili, K. Chokkanathan, T. R. Mahesh, K. Vanitha, Temesgen Engida Yimer

A CT-based radiomics analyses for differentiating drug‑resistant and drug-sensitive pulmonary tuberculosis

Open Access
Research

Jiang Fengli, Xu Chuanjun, Wang Yu, Xu Qiuzhen

T1 mapping-based radiomics in the identification of histological types of lung cancer: a reproducibility and feasibility study

Open Access
Research

Jianqin Jiang, Yong Xiao, Jia Liu, Lei Cui, Weiwei Shao, Shaowei Hao, Gaofeng Xu, Yigang Fu, Chunhong Hu

Comparison of different acceleration factors of artificial intelligence-compressed sensing for brachial plexus MRI imaging: scanning time and image quality

Open Access
Research

Tianxin Cheng, Feifei Li, Xuetao Jiang, Dan Yu, Jie Wei, Ying Yuan, Hui Xu

Systemic immune-related spleen radiomics predict progression-free survival in patients with locally advanced cervical cancer underwent definitive chemoradiotherapy

Open Access
Research

Yi Li, Longxiang Guo, Peng Xie, Yuhui Liu, Yuanlin Li, Ao Liu, Minghuan Li

Diagnostic performance of adult-based thyroid imaging reporting and data systems in pediatric thyroid carcinoma: a retrospective study

Open Access
Research

Wanying Li, Yiyan Du, Yao Wei, Ruie Feng, Ying Wang, Xiao Yang, Hongyan Wang, Jianchu Li

Prior information guided deep-learning model for tumor bed segmentation in breast cancer radiotherapy

Open Access
Research

Peng Huang, Hui Yan, Jiawen Shang, Xin Xie

Prediction of esophageal fistula in radiotherapy/chemoradiotherapy for patients with advanced esophageal cancer by a clinical-deep learning radiomics model

Open Access
Research

Yuxin Zhang, Xu Cheng, Xianli Luo, Ruixia Sun, Xiang Huang, Lingling Liu, Min Zhu, Xueling Li

The study on ultrasound image classification using a dual-branch model based on Resnet50 guided by U-net segmentation results

Open Access
Research

Xu Yang, Shuo’ou Qu, Zhilin Wang, Lingxiao Li, Xiaofeng An, Zhibin Cong

The predictive value of nomogram for adnexal cystic-solid masses based on O-RADS US, clinical and laboratory indicators

Open Access
Research

Chunchun Jin, Meifang Deng, Yanling Bei, Chan Zhang, Shiya Wang, Shun Yang, Lvhuan Qiu, Xiuyan Liu, Qiuxiang Chen

In vitro detection of cancer cells using a novel fluorescent choline derivative

Open Access
Research

Anna E. Caprifico, Luca Vaghi, Peter Spearman, Gianpiero Calabrese, Antonio Papagni

Establishment of an MRI-based radiomics model for distinguishing between intramedullary spinal cord tumor and tumefactive demyelinating lesion

Open Access
Research

Zifeng Zhang, Ning Li, Yuhang Qian, Huilin Cheng

Virtual histopathology methods in medical imaging - a systematic review

Open Access
Systematic Review

Muhammad Talha Imran, Imran Shafi, Jamil Ahmad, Muhammad Fasih Uddin Butt, Santos Gracia Villar, Eduardo Garcia Villena, Tahir Khurshaid, Imran Ashraf

3D morphometric analysis of the epiglottis using CBCT: age and gender differences

Open Access
Research

Ceren Özeren Keşkek, Emre Aytuğar

Deep learning model for the automated detection and classification of central canal and neural foraminal stenosis upon cervical spine magnetic resonance imaging

Open Access
Research

Enlong Zhang, Meiyi Yao, Yuan Li, Qizheng Wang, Xinhang Song, Yongye Chen, Ke Liu, Weili Zhao, Xiaoying Xing, Yan Zhou, Fanyu Meng, Hanqiang Ouyang, Gongwei Chen, Liang Jiang, Ning Lang, Shuqiang Jiang, Huishu Yuan

Prediction of acute pancreatitis severity based on early CT radiomics

Open Access
Research

Mingyao Qi, Chao Lu, Rao Dai, Jiulou Zhang, Hui Hu, Xiuhong Shan

MRI-based radiomic and machine learning for prediction of lymphovascular invasion status in breast cancer

Open Access
Research

Cici Zhang, Minzhi Zhong, Zhiping Liang, Jing Zhou, Kejian Wang, Jun Bu

Contrast-enhanced ultrasonography guidance avoids US-CT/MR fusion error for percutaneous radiofrequency ablation of hepatocellular carcinoma

Open Access
Research

Yang-Bor Lu, Yung-Ning Huang, Yu-Chieh Weng, Tung-Ying Chiang, Ta-Kai Fang, Wei-Ting Chen, Jung-Chieh Lee

Using ultrafast angio planewave ultrasensitive and conventional doppler imaging techniques to assess intramuscular blood perfusion in older adults

Open Access
Research

Tiev Miller, Nonhlanhla Chambara, Michael Tin Cheung Ying, Marco Yiu Chung Pang

Quantitative evaluation of pancreatic neuroendocrine tumors utilizing dual-source CT perfusion imaging

Open Access
Research

Ge Liu, Yan-Jun Gao, Xiao-Bing Li, Yi Huan, Jian Chen, Yan-Meng Deng

Time-frequency transformation integrated with a lightweight convolutional neural network for detection of myocardial infarction

Open Access
Research

Kashvi Ankitbhai Sheth, Charvi Upreti, Manas Ranjan Prusty, Sandeep Kumar Satapathy, Shruti Mishra, Sung-Bae Cho

Correlation of sonographic features with prognostic factors in ductal carcinoma in situ of the breast: an exploratory study using ultrasound and shear wave elastography

Open Access
Research

Jianan Shi, Shiyun Yang, Qinghua Niu, Lei Zhao, Chao Jia, Lianfang Du, Fan Li, Yang Liu

Myocardial strain analysis by cardiac magnetic resonance associated with arrhythmias in repaired tetralogy of Fallot patients

Open Access
Research

Watcharachai Kangvanskol, Paweena Chungsomprasong, Yonthakan Sanwong, Supaporn Nakyen, Chodchanok Vijarnsorn, Karnkawin Patharateeranart, Prakul Chanthong, Supaluck Kanjanauthai, Thita Pacharapakornpong, Ploy Thammasate, Kritvikrom Durongpisitkul, Jarupim Soongswang

CT-based delta-radiomics for predicting pathological response to neoadjuvant immunochemotherapy in esophageal squamous cell carcinoma: a multicenter study

Open Access
Research

Yuting Zheng, Peiyuan Mei, Mingliang Wang, Qinyue Luo, Hanting Li, Chengyu Ding, Kailu Zhang, Leqing Chen, Jin Gu, Yumin Li, Tingting Guo, Chi Zhang, Wenjian Yao, Li Wei, Yongde Liao, Xiaoyu Han, Heshui Shi

Improve myocardial strain estimation based on deformable groupwise registration with a locally low-rank dissimilarity metric

Open Access
Research

Haiyang Chen, Juan Gao, Zhuo Chen, Chenhao Gao, Sirui Huo, Meng Jiang, Jun Pu, Chenxi Hu

Magnetic resonance cholangiopancreatography at 5.0 T: quantitative and qualitative comparison with 3.0 T

Open Access
Research

Liang Yin, ZhangZhu Li, MingYan Shang, ZongChang Li, BoWen Tang, Dan Yu, Jie Gan

The combination of focal breast edema and adjacent vessel sign to assess the behavior of mass-type invasive ductal carcinoma

Open Access
Research

Juanjuan Hu, Junli Ke, Shufeng Xu, Lei Pei, Lulu Cao, Huanhao Zhou, Xisong Zhu

Cone-beam computed tomographic evaluation of styloid process: a retrospective study of 498 patients with maxillofacial diseases

Open Access
Research

Zhang Yang, Jing Yuzi, Liang Beibei

Segmentation for mammography classification utilizing deep convolutional neural network

Open Access
Research

Dip Kumar Saha, Tuhin Hossain, Mejdl Safran, Sultan Alfarhood, M. F. Mridha, Dunren Che

Deep superpixel generation and clustering for weakly supervised segmentation of brain tumors in MR images

Open Access
Research

Jay J. Yoo, Khashayar Namdar, Farzad Khalvati

Desmoplastic Small Round Cell Tumor: a study of CT, MRI, PET/CT multimodal imaging features and their correlations with pathology

Open Access
Research

Kaiwei Xu, Yi Chen, Wenqi Shen, Fan Liu, Ruoyu Wu, Jiajing Ni, Linwei Wang, Chunqu Chen, Lubin Zhu, Weijian Zhou, Jian Zhang, Changjing Zuo, Jianhua Wang

Novel neural network classification of maternal fetal ultrasound planes through optimized feature selection

Open Access
Research

S. Rathika, K. Mahendran, H. Sudarsan, S. Vijay Ananth

MHAGuideNet: a 3D pre-trained guidance model for Alzheimer’s Disease diagnosis using 2D multi-planar sMRI images

Open Access
Research

Yuanbi Nie, Qiushi Cui, Wenyuan Li, Yang Lü, Tianqing Deng

Enhanced Cross-stage-attention U-Net for esophageal target volume segmentation

Open Access
Research

Xiao Lou, Juan Zhu, Jian Yang, Youzhe Zhu, Huazhong Shu, Baosheng Li

DKI and 1H-MRS in angiogenesis evaluation of soft tissue sarcomas: a prospective clinical study based on MRI-pathology control method

Open Access
Research

Wubing Han, Cheng Xin, Zeguo Wang, Fei Wang, Yu Cheng, Xingrong Yang, Yangyun Zhou, Juntong Liu, Wanjiang Yu, Shaowu Wang

An ultrasound image segmentation method for thyroid nodules based on dual-path attention mechanism-enhanced UNet++

Open Access
Research

Peizhen Dong, Ronghua Zhang, Jun Li, Changzheng Liu, Wen Liu, Jiale Hu, Yongqiang Yang, Xiang Li

Shape-based disease grading via functional maps and graph convolutional networks with application to Alzheimer’s disease

Open Access
Research

Julius Mayer, Daniel Baum, Felix Ambellan, Christoph von Tycowicz

Preoperative CT-based morphological heterogeneity for predicting survival in patients with colorectal cancer liver metastases after surgical resection: a retrospective study

Open Access
Research

Qian Xing, Yong Cui, Ming Liu, Xiao-Lei Gu, Xiao-Ting Li, Bao-Cai Xing, Ying-Shi Sun

Clinico-pathological factors and [18F]FDG PET/CT metabolic parameters for prediction of progression-free survival in radioiodine refractory differentiated thyroid carcinoma

Open Access
Research

Nguyen Thi Phuong, Mai Hong Son, Mai Huy Thong, Le Ngoc Ha

Enhancing classification of active and non-active lesions in multiple sclerosis: machine learning models and feature selection techniques

Open Access
Research

Atefeh Rostami, Mostafa Robatjazi, Amir Dareyni, Ali Ramezan Ghorbani, Omid Ganji, Mahdiye Siyami, Amir Reza Raoofi

Monoexponential, biexponential, stretched exponential and diffusion kurtosis models of diffusion-weighted imaging: a quantitative differentiation of solitary pulmonary lesion

Open Access
Research

Ke Wang, Guangyao Wu

Comparison and analysis of deep learning models for discriminating longitudinal and oblique vaginal septa based on ultrasound imaging

Open Access
Research

Xiangyu Wang, Liang Wang, Xin Hou, Jingfang Li, Jin Li, Xiangyi Ma

Lymphatic plastic bronchitis: a study based on CT and MR lymphangiography

Open Access
Research

Qi Hao, Yan Zhang, Xingpeng Li, Xiaoli Sun, Nan Hong, Rengui Wang

Identification of SMAD4-mutated pancreatic ductal adenocarcinoma using preoperative contrast-enhanced MRI and clinical characteristics

Open Access
Research

Zhina Li, Cheng Wang, Jianbo Li, Xingxing Wang, Xiang Li, Tianzhu Yu, Jianjun Zhou, Xiaolin Wang, Mengsu Zeng, Haitao Sun

Prognostic value of coronary artery calcium scoring in patients with non-small cell lung cancer using initial staging computed tomography

Open Access
Research

Aryan Zahergivar, Mahshid Golagha, Greg Stoddard, Parker Sage Anderson, Lacey Woods, Anna Newman, Malorie R. Carter, Libo Wang, Mark Ibrahim, Jordan Chamberlin, William F Auffermann, Ismail Kabakus, Jeremy R. Burt

Microcardia and cardiomegaly screening using postero-anterior chest X-ray (PA CXR) across university students in Ghana – a retrospective study

Open Access
Research

Seth Kwadjo Angmorterh, Riaan van de Venter, Evans Alesu-Dordzi, Huseini Alidu, Sonia Aboagye, Olawale Ogundiran, Patience Nyamekye Agyemang, Nathaniel Awentiirin Angaag, Mariella Mawunyo Amoussou-Gohoungo, Adam Inusah, Klenam Dzefi-Tettey

The diagnostic value of two-dimensional ultrasound Su-RADS combined with shear wave elastography for benign and malignant lesions of the gastric wall

Open Access
Research

Jingjing Xue, Guorong Lyu, Shaohui Li

Interpretable machine learning model for predicting clinically significant prostate cancer: integrating intratumoral and peritumoral radiomics with clinical and metabolic features

Open Access
Research

Wenjun Zhao, Mengyan Hou, Juan Wang, Dan Song, Yongchao Niu

Analysis of MRI imaging characteristics in 10 cases of adult granulosa cell tumor with normal estrogen levels

Open Access
Research

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Using apparent diffusion coefficient maps and radiomics to predict pathological grade in upper urinary tract urothelial carcinoma

Open Access
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Springer Medizin

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