Ausgabe 3/2023
Inhalt (43 Artikel)
Changes in Radiologists’ Gaze Patterns Against Lung X-rays with Different Abnormalities: a Randomized Experiment
Ilya Pershin, Tamerlan Mustafaev, Dilyara Ibragimova, Bulat Ibragimov
Implementing a Streamlined Radiology Workflow to Close the Loop on Incidental Imaging Findings in the Emergency Department
Tianyuan Fu, Sheila Berlin, Amit Gupta, Donna Plecha, Jeffrey Sunshine, Jennifer Sommer
The Virtual Radiology Reading Room: Initial Perceptions of Referring Providers and Radiologists
Joseph H. Yacoub, Matthew D. Bourne, Pranay Krishnan
Creating a Medical Imaging Workflow Based on FHIR, DICOMweb, and SVG
Shih-Tsang Tang, Victoria Tjia, Thalia Noga, Jeshika Febri, Chung-Yueh Lien, Woei-Chyn Chu, Chin-Yu Chen, Chia-Hung Hsiao
The FIND Program: Improving Follow-up of Incidental Imaging Findings
Kaitlin M. Zaki-Metias, Jeffrey J. MacLean, Alexander M. Satei, Serguei Medvedev, Huijuan Wang, Christopher C. Zarour, Paul J. Arpasi
Clinical Concept-Based Radiology Reports Classification Pipeline for Lung Carcinoma
Sneha Mithun, Ashish Kumar Jha, Umesh B. Sherkhane, Vinay Jaiswar, Nilendu C. Purandare, Andre Dekker, Sander Puts, Inigo Bermejo, V. Rangarajan, Catharina M. L. Zegers, Leonard Wee
Identification of Asymptomatic COVID-19 Patients on Chest CT Images Using Transformer-Based or Convolutional Neural Network–Based Deep Learning Models
Minyue Yin, Xiaolong Liang, Zilan Wang, Yijia Zhou, Yu He, Yuhan Xue, Jingwen Gao, Jiaxi Lin, Chenyan Yu, Lu Liu, Xiaolin Liu, Chao Xu, Jinzhou Zhu
A Comparison of Three Different Deep Learning-Based Models to Predict the MGMT Promoter Methylation Status in Glioblastoma Using Brain MRI
Shahriar Faghani, Bardia Khosravi, Mana Moassefi, Gian Marco Conte, Bradley J. Erickson
Hybrid Optimization Algorithm Enabled Deep Learning Approach Brain Tumor Segmentation and Classification Using MRI
S. Deepa, J. Janet, S. Sumathi, J. P. Ananth
Automated Bone Tumor Segmentation and Classification as Benign or Malignant Using Computed Tomographic Imaging
Ilkay Yildiz Potter, Diana Yeritsyan, Sarah Mahar, Jim Wu, Ara Nazarian, Aidin Vaziri, Ashkan Vaziri
Automated Adrenal Gland Disease Classes Using Patch-Based Center Symmetric Local Binary Pattern Technique with CT Images
Suat Kamil Sut, Mustafa Koc, Gokhan Zorlu, Ihsan Serhatlioglu, Prabal Datta Barua, Sengul Dogan, Mehmet Baygin, Turker Tuncer, Ru-San Tan, U. Rajendra Acharya
Using Transfer Learning of Convolutional Neural Network on Neck Radiographs to Identify Acute Epiglottitis
Yang-Tse Lin, Ben-Chang Shia, Chia-Jung Chang, Yueh Wu, Jheng-Dao Yang, Jiunn-Horng Kang
CheSS: Chest X-Ray Pre-trained Model via Self-supervised Contrastive Learning
Kyungjin Cho, Ki Duk Kim, Yujin Nam, Jiheon Jeong, Jeeyoung Kim, Changyong Choi, Soyoung Lee, Jun Soo Lee, Seoyeon Woo, Gil-Sun Hong, Joon Beom Seo, Namkug Kim
Development and Validation of CT-Based Radiomics Signature for Overall Survival Prediction in Multi-organ Cancer
Viet Huan Le, Quang Hien Kha, Tran Nguyen Tuan Minh, Van Hiep Nguyen, Van Long Le, Nguyen Quoc Khanh Le
An Unsupervised Learning-Based Regional Deformable Model for Automated Multi-Organ Contour Propagation
Xiaokun Liang, Jingjing Dai, Xuanru Zhou, Lin Liu, Chulong Zhang, Yuming Jiang, Na Li, Tianye Niu, Yaoqin Xie, Zhenhui Dai, Xuetao Wang
Breast Tumor Classification in Ultrasound Images by Fusion of Deep Convolutional Neural Network and Shallow LBP Feature
Hua Chen, Minglun Ma, Gang Liu, Ying Wang, Zhihao Jin, Chong Liu
Ultrasound Prostate Segmentation Using Adaptive Selection Principal Curve and Smooth Mathematical Model
Tao Peng, Yiyun Wu, Jing Zhao, Caishan Wang, Jin Wang, Jing Cai
A Deep Learning Approach for Automated Bone Removal from Computed Tomography Angiography of the Brain
Masis Isikbay, M. Travis Caton, Evan Calabrese
PatchResNet: Multiple Patch Division–Based Deep Feature Fusion Framework for Brain Tumor Classification Using MRI Images
Taha Muezzinoglu, Nursena Baygin, Ilknur Tuncer, Prabal Datta Barua, Mehmet Baygin, Sengul Dogan, Turker Tuncer, Elizabeth Emma Palmer, Kang Hao Cheong, U. Rajendra Acharya
DPDH-CapNet: A Novel Lightweight Capsule Network with Non-routing for COVID-19 Diagnosis Using X-ray Images
Jianjun Yuan, Fujun Wu, Yuxi Li, Jinyi Li, Guojun Huang, Quanyong Huang
An Automated TW3-RUS Bone Age Assessment Method with Ordinal Regression-Based Determination of Skeletal Maturity
Dongxu Zhang, Bowen Liu, Yulin Huang, Yang Yan, Shaowei Li, Jinshui He, Shuyun Zhang, Jun Zhang, Ningshao Xia
Improving the Quantitative Analysis of Breast Microcalcifications: A Multiscale Approach
Chrysostomos Marasinou, Bo Li, Jeremy Paige, Akinyinka Omigbodun, Noor Nakhaei, Anne Hoyt, William Hsu
Classification of Histological Types and Stages in Non-small Cell Lung Cancer Using Radiomic Features Based on CT Images
Jing Lin, Yunjie Yu, Xianlong Zhang, Zhenglei Wang, Shujuan Li
Mapping Tumor Heterogeneity via Local Entropy Assessment: Making Biomarkers Visible
Guido Costa, Lara Cavinato, Francesco Fiz, Martina Sollini, Arturo Chiti, Guido Torzilli, Francesca Ieva, Luca Viganò
AI-Based Automated Lipomatous Tumor Segmentation in MR Images: Ensemble Solution to Heterogeneous Data
Chih-Chieh Liu, Yasser G. Abdelhafez, S. Paran Yap, Francesco Acquafredda, Silvia Schirò, Andrew L. Wong, Dani Sarohia, Cyrus Bateni, Morgan A. Darrow, Michele Guindani, Sonia Lee, Michelle Zhang, Ahmed W. Moawad, Quinn Kwan-Tai Ng, Layla Shere, Khaled M. Elsayes, Roberto Maroldi, Thomas M. Link, Lorenzo Nardo, Jinyi Qi
Use of Deep Neural Networks in the Detection and Automated Classification of Lesions Using Clinical Images in Ophthalmology, Dermatology, and Oral Medicine—A Systematic Review
Rita Fabiane Teixeira Gomes, Lauren Frenzel Schuch, Manoela Domingues Martins, Emerson Ferreira Honório, Rodrigo Marques de Figueiredo, Jean Schmith, Giovanna Nunes Machado, Vinicius Coelho Carrard
MRI-Based Radiomics Approach Predicts Tumor Recurrence in ER + /HER2 − Early Breast Cancer Patients
Piero Chiacchiaretta, Domenico Mastrodicasa, Antonio Maria Chiarelli, Riccardo Luberti, Pierpaolo Croce, Mario Sguera, Concetta Torrione, Camilla Marinelli, Chiara Marchetti, Angelucci Domenico, Giulio Cocco, Angela Di Credico, Alessandro Russo, Claudia D’Eramo, Antonio Corvino, Marco Colasurdo, Stefano L. Sensi, Marzia Muzi, Massimo Caulo, Andrea Delli Pizzi
Prognostic Prediction of Cancer Based on Radiomics Features of Diagnostic Imaging: The Performance of Machine Learning Strategies
Fuk-hay Tang, Cheng Xue, Maria YY Law, Chui-ying Wong, Tze-hei Cho, Chun-kit Lai
A Prototype Software System for Intra-procedural Staff Dose Monitoring and Virtual Reality Training for Fluoroscopically Guided Interventional Procedures
Jonathan Troville, Stephen Rudin, Daniel R. Bednarek
Development of Automatic Portable Pathology Scanner and Its Evaluation for Clinical Practice
Peng Jiang, Juan Liu, Qiang Luo, Baochuan Pang, Di Xiao, Dehua Cao
Skin Cancer Classification Using Deep Spiking Neural Network
Syed Qasim Gilani, Tehreem Syed, Muhammad Umair, Oge Marques
Automatic Segmentation of Hyperreflective Foci in OCT Images Based on Lightweight DBR Network
Jin Wei, Suqin Yu, Yuchen Du, Kun Liu, Yupeng Xu, Xun Xu
Artificial Intelligence for Detecting Cephalometric Landmarks: A Systematic Review and Meta-analysis
Germana de Queiroz Tavares Borges Mesquita, Walbert A. Vieira, Maria Tereza Campos Vidigal, Bruno Augusto Nassif Travençolo, Thiago Leite Beaini, Rubens Spin-Neto, Luiz Renato Paranhos, Rui Barbosa de Brito Júnior
Using Deep Learning to Predict Treatment Response in Patients with Hepatocellular Carcinoma Treated with Y90 Radiation Segmentectomy
William V. Wagstaff, Alexander Villalobos, Judy Gichoya, Nima Kokabi
Implementation of Automated Pipeline for Resting-State fMRI Analysis with PACS Integration
Xiao T. Li, Jason W. Allen, Ranliang Hu
Extended Multimodal Flat Detector CT Imaging in Acute Ischemic Stroke: A Pilot Study
Philip Hoelter, Stefan Lang, Vanessa Beuscher, Bernd Kallmuenzer, Michael Manhart, Stefan Schwab, Arnd Doerfler
Local Axial Scale-Attention for Universal Lesion Detection
Chuanyu Liu, Yonghong Hou, Pengyu Zhao, Zihui Guo, Yueyang Li, Haoyuan Zhang, Jia Zhou
Optimal Deep CNN–Based Vectorial Variation Filter for Medical Image Denoising
Dinesh Kumar Atal
Effect of Contrast Level and Image Format on a Deep Learning Algorithm for the Detection of Pneumothorax with Chest Radiography
Myeong Seong Yoon, Gitaek Kwon, Jaehoon Oh, Jongbin Ryu, Jongwoo Lim, Bo-kyeong Kang, Juncheol Lee, Dong-Kyoon Han
RbQE: An Efficient Method for Content-Based Medical Image Retrieval Based on Query Expansion
Metwally Rashad, Ibrahem Afifi, Mohammed Abdelfatah
Cascading Affine and B-spline Registration Method for Large Deformation Registration of Lung X-rays
Qing Chang, Chenhao Lu, Mengke Li
The Use of Virtual Reality in Teaching Three-Dimensional Anatomy and Pathology on CT
Soham Banerjee, Theresa Pham, Adriene Eastaway, William F. Auffermann, Edward P. Quigley III