Ausgabe 5/2023
Inhalt (31 Artikel)
Patient Identification Based on Deep Metric Learning for Preventing Human Errors in Follow-up X-Ray Examinations
Yasuyuki Ueda, Junji Morishita
Lessons Learned in Change Management in Deploying Novel Informatics Solutions: Experience Implementing a Point-of-Care Patient Photography System with Radiography
Carson A. Wick, Srini Tridandapani, Marta E. Heilbrun, Tarek Hanna, Nabile Safdar, Pamela Bhatti
Consistency of Artificial Intelligence (AI)-based Diagnostic Support Software in Short-term Digital Mammography Reimaging After Core Needle Biopsy
Ji Hyun Youk, Kyunghwa Han, Si Eun Lee, Eun-Kyung Kim
Quantitative Validation of the Correlation Between Optimized Pyramidal Tract Delineation After Brain Shift Compensation and Direct Electrical Subcortical Stimulation During Brain Tumor Surgery
Ye Li, Yuanzheng Hou, Xiaoyu Li, Qiongge Li, Jie Lu, Jie Tang
Workload Balancing in Emergency Night Shifts for a Multicenter Diagnostic Imaging Department: a RIS-Integrated Solution
A. Nitrosi, P. Pattacini, M. Bertolini, V. Trojani, R. Sghedoni, L. Spaggiari, M. Zanichelli, G. Besutti, P. Notari, L. Canovi, M. Colli, M. Iori
Efficient Collaboration Between Radiologists Using the PACS-Integrated Refer Function to Reduce Communication Times
Seungsoo Lee, Eun-Kyung Kim, Soo Yoon Chung, Hyun Joo Shin
Enhancement of Non-Linear Deep Learning Model by Adjusting Confounding Variables for Bone Age Estimation in Pediatric Hand X-rays
Ki Duk Kim, Sunggu Kyung, Miso Jang, Sunghwan Ji, Dong Hee Lee, Hee Mang Yoon, Namkug Kim
Development and Validation of Multi-Omics Thymoma Risk Classification Model Based on Transfer Learning
Wei Liu, Wei Wang, Hanyi Zhang, Miaoran Guo, Yingxin Xu, Xiaoqi Liu
Automatic Image Segmentation and Grading Diagnosis of Sacroiliitis Associated with AS Using a Deep Convolutional Neural Network on CT Images
Ke Zhang, Guibo Luo, Wenjuan Li, Yunfei Zhu, Jielin Pan, Ximeng Li, Chaoran Liu, Jianchao Liang, Yingying Zhan, Jing Zheng, Shaolin Li, Wenli Cai, Guobin Hong
Using Deep Learning to Detect the Presence and Location of Hemoperitoneum on the Focused Assessment with Sonography in Trauma (FAST) Examination in Adults
Megan M. Leo, Ilkay Yildiz Potter, Mohsen Zahiri, Ashkan Vaziri, Christine F. Jung, James A. Feldman
Utility of Artificial Intelligence for Real-Time Anatomical Landmark Identification in Ultrasound-Guided Thoracic Paravertebral Block
Yaoping Zhao, Shaoqiang Zheng, Nan Cai, Qiang Zhang, Hao Zhong, Yan Zhou, Bo Zhang, Geng Wang
Deep Ensembles Are Robust to Occasional Catastrophic Failures of Individual DNNs for Organs Segmentations in CT Images
Yury Petrov, Bilal Malik, Jill Fredrickson, Skander Jemaa, Richard A. D. Carano
Brain Tumor Segmentation for Multi-Modal MRI with Missing Information
Xue Feng, Kanchan Ghimire, Daniel D. Kim, Rajat S. Chandra, Helen Zhang, Jian Peng, Binghong Han, Gaofeng Huang, Quan Chen, Sohil Patel, Chetan Bettagowda, Haris I. Sair, Craig Jones, Zhicheng Jiao, Li Yang, Harrison Bai
What Matters in Radiological Image Segmentation? Effect of Segmentation Errors on the Diagnostic Related Features
Zihang Chen, Jiafei Chen, Jun Zhao, Bowei Liu, Shuanglong Jiang, Dongyue Si, Haiyan Ding, Yongjian Nian, Xiaochao Yang, Jingjing Xiao
COVID-19 Severity Prediction from Chest X-ray Images Using an Anatomy-Aware Deep Learning Model
Nusrat Binta Nizam, Sadi Mohammad Siddiquee, Mahbuba Shirin, Mohammed Imamul Hassan Bhuiyan, Taufiq Hasan
Functional Connectivity Networks with Latent Distributions for Mild Cognitive Impairment Identification
Qiling Tang, Yuhong Lu, Bilian Cai, Yan Wang
Artificial Intelligence Application to Screen Abdominal Aortic Aneurysm Using Computed tomography Angiography
Giovanni Spinella, Alice Fantazzini, Alice Finotello, Elena Vincenzi, Gian Antonio Boschetti, Francesca Brutti, Marco Magliocco, Bianca Pane, Curzio Basso, Michele Conti
Automated Rib Fracture Detection on Chest X-Ray Using Contrastive Learning
Hongbiao Sun, Xiang Wang, Zheren Li, Aie Liu, Shaochun Xu, Qinling Jiang, Qingchu Li, Zhong Xue, Jing Gong, Lei Chen, Yi Xiao, Shiyuan Liu
A Domain-Shift Invariant CNN Framework for Cardiac MRI Segmentation Across Unseen Domains
Sanjeet S. Patil, Manojkumar Ramteke, Mansi Verma, Sandeep Seth, Rohit Bhargava, Shachi Mittal, Anurag S. Rathore
Residual Deformable Split Channel and Spatial U-Net for Automated Liver and Liver Tumour Segmentation
S Saumiya, S Wilfred Franklin
Histopathological Image Deep Feature Representation for CBIR in Smart PACS
Cristian Tommasino, Francesco Merolla, Cristiano Russo, Stefania Staibano, Antonio Maria Rinaldi
A Multi-Stage Faster RCNN-Based iSPLInception for Skin Disease Classification Using Novel Optimization
R. Josphineleela, P. B. V. Raja Rao, Amir shaikh, K. Sudhakar
Deep Learning–Based Skin Lesion Multi-class Classification with Global Average Pooling Improvement
Paravatham V. S. P. Raghavendra, C. Charitha, K. Ghousiya Begum, V. B. S. Prasath
Virtual Three-Dimensional Model Analysis in the Assessment of the Maxillary and Mandibular Donor Sites on Cone-Beam Computed Tomography Images
Seyed Moein Diarjani, Safa Motevasseli, Zahra Dalili Kajan
Artificial Intelligence Techniques for Automatic Detection of Peri-implant Marginal Bone Remodeling in Intraoral Radiographs
María Vera, María José Gómez-Silva, Vicente Vera, Clara I. López-González, Ignacio Aliaga, Esther Gascó, Vicente Vera-González, María Pedrera-Canal, Eva Besada-Portas, Gonzalo Pajares
An AI-Based Image Quality Control Framework for Knee Radiographs
Hongbiao Sun, Wenwen Wang, Fujin He, Duanrui Wang, Xiaoqing Liu, Shaochun Xu, Baolian Zhao, Qingchu Li, Xiang Wang, Qinling Jiang, Rong Zhang, Shiyuan Liu, Yi Xiao
HCformer: Hybrid CNN-Transformer for LDCT Image Denoising
Jinli Yuan, Feng Zhou, Zhitao Guo, Xiaozeng Li, Hengyong Yu
Reproducibility of Deep Learning Algorithms Developed for Medical Imaging Analysis: A Systematic Review
Mana Moassefi, Pouria Rouzrokh, Gian Marco Conte, Sanaz Vahdati, Tianyuan Fu, Aylin Tahmasebi, Mira Younis, Keyvan Farahani, Amilcare Gentili, Timothy Kline, Felipe C. Kitamura, Yuankai Huo, Shiba Kuanar, Khaled Younis, Bradley J. Erickson, Shahriar Faghani
Effect of Gaussian Smoothing Filter Size for CT-Based Attenuation Correction on Quantitative Assessment of Bone SPECT/CT: A Phantom Study
Yoya Tomita, Yasutaka Ichikawa, Kengo Hashizume, Hajime Sakuma
Correction to: Lossy Image Compression in a Preclinical Multimodal Imaging Study
Francisco F. Cunha, Valentin Blüml, Lydia M. Zopf, Andreas Walter, Michael Wagner, Wolfgang J. Weninger, Lucas A. Thomaz, Luís M. N. Tavora, Luis A. da Silva Cruz, Sergio M. M. Faria