1. Radiologist Productivity Analytics: Factors Impacting Abdominal Pelvic CT Exam Reporting Times

   • Amar Udare
   • Minu Agarwal
   • Christian B. van der Pol

   OriginalPaper 10 January 2022 Pages: 87 - 97

   

2. NOWinBRAIN: a Large, Systematic, and Extendable Repository of 3D Reconstructed Images of a Living Human Brain Cum Head and Neck

   • Wieslaw L. Nowinski

   Original Paper 10 January 2022 Pages: 98 - 114

   

3. Bullous Parametric Response Map for Functional Localization of COPD

   • Kuo-Lung Lor
   • Yeun-Chung Chang
   • On behalf of the TCORE consortium

   OriginalPaper Open access 11 January 2022 Pages: 115 - 126

   

4. Differential Diagnosis and Molecular Stratification of Gastrointestinal Stromal Tumors on CT Images Using a Radiomics Approach

   • Martijn P. A. Starmans
   • Milea J. M. Timbergen
   • Stefan Klein

   OriginalPaper Open access 27 January 2022 Pages: 127 - 136

   

5. Systematic Review of Generative Adversarial Networks (GANs) for Medical Image Classification and Segmentation

   • Jiwoong J. Jeong
   • Amara Tariq
   • Imon Banerjee

   Review 12 January 2022 Pages: 137 - 152

   

6. Unsupervised Deep Anomaly Detection for Medical Images Using an Improved Adversarial Autoencoder

   • Haibo Zhang
   • Wenping Guo
   • Xiaoming Zhao

   OriginalPaper 10 January 2022 Pages: 153 - 161

   

7. Automatic Femoral Deformity Analysis Based on the Constrained Local Models and Hough Forest

   • Lunhui Duan
   • Hao Sun
   • Xiaojing Ding

   Original Paper 10 January 2022 Pages: 162 - 172

   

8. Mammographic Density Assessment by Artificial Intelligence-Based Computer-Assisted Diagnosis: A Comparison with Automated Volumetric Assessment

   • Si Eun Lee
   • Nak-Hoon Son
   • Eun-Kyung Kim

   Original Paper 11 January 2022 Pages: 173 - 179

   

9. Pseudo-Label-Assisted Self-Organizing Maps for Brain Tissue Segmentation in Magnetic Resonance Imaging

   • Jonas Grande-Barreto
   • Pilar Gómez-Gil

   OriginalPaper 11 January 2022 Pages: 180 - 192

   

10. Automated Classification of Rheumatoid Arthritis, Osteoarthritis, and Normal Hand Radiographs with Deep Learning Methods

    • Kemal Üreten
    • Hadi Hakan Maraş

    OriginalPaper 11 January 2022 Pages: 193 - 199

    

11. Meniscal Tear and ACL Injury Detection Model Based on AlexNet and Iterative ReliefF

    • Sefa Key
    • Mehmet Baygin
    • Turker Tuncer

    OriginalPaper 19 January 2022 Pages: 200 - 212

    

12. Intelligent Evaluation of Global Spinal Alignment by a Decentralized Convolutional Neural Network

    • Thong Phi Nguyen
    • Ji Won Jung
    • Jonghun Yoon

    Original Paper Open access 21 January 2022 Pages: 213 - 225

    

13. A Deep Learning-Based and Fully Automated Pipeline for Thoracic Aorta Geometric Analysis and Planning for Endovascular Repair from Computed Tomography

    • Simone Saitta
    • Francesco Sturla
    • Alberto Redaelli

    OriginalPaper 26 January 2022 Pages: 226 - 239

    

14. Qualitative Evaluation of Common Quantitative Metrics for Clinical Acceptance of Automatic Segmentation: a Case Study on Heart Contouring from CT Images by Deep Learning Algorithms

    • L. B. van den Oever
    • W. A. van Veldhuizen
    • P. M. A. van Ooijen

    OriginalPaper Open access 26 January 2022 Pages: 240 - 247

    

15. Hybrid Convolution Neural Network in Classification of Cancer in Histopathology Images

    • S. Pitchumani Angayarkanni

    OriginalPaper 12 January 2022 Pages: 248 - 257

    

16. Refined Residual Deep Convolutional Network for Skin Lesion Classification

    • Khalid M. Hosny
    • Mohamed A. Kassem

    OriginalPaper 11 January 2022 Pages: 258 - 280

    

17. Detection and Grading of Hypertensive Retinopathy Using Vessels Tortuosity and Arteriovenous Ratio

    • Sufian A. Badawi
    • Muhammad Moazam Fraz
    • Ajay Kamath Nileshwar

    Original Paper 10 January 2022 Pages: 281 - 301

    

18. Detection of Optic Disc Localization from Retinal Fundus Image Using Optimized Color Space

    • Buket Toptaş
    • Murat Toptaş
    • Davut Hanbay

    OriginalPaper 11 January 2022 Pages: 302 - 319

    

19. Multi-institutional Experience with Patient Image Access Through Electronic Health Record Patient Portals

    • Hailey H. Choi
    • Amy L. Kotsenas
    • Marc D. Kohli

    OriginalPaper 12 January 2022 Pages: 320 - 326

    

20. The Improvement of Patient Centering in Computed Tomography Through a Technologist-Focused Education Initiative

    • Lindsay DeWeese
    • Thomas Griglock
    • Celeste Winters

    OriginalPaper 12 January 2022 Pages: 327 - 334

    

21. Federated Deep Learning to More Reliably Detect Body Part for Hanging Protocols, Relevant Priors, and Workflow Optimization

    • Ross W. Filice
    • Anouk Stein
    • George Shih

    Original Paper 11 January 2022 Pages: 335 - 339

    

22. Studierfenster: an Open Science Cloud-Based Medical Imaging Analysis Platform

    • Jan Egger
    • Daniel Wild
    • Antonio Pepe

    OriginalPaper 21 January 2022 Pages: 340 - 355

    

23. Optimized Tractography Mapping and Quantitative Evaluation of Pyramidal Tracts for Surgical Resection of Insular Gliomas: a Correlative Study with Diffusion Tensor Imaging–Derived Metrics and Patient Motor Strength

    • Ye Li
    • Yuanzheng Hou
    • Jie Lu

    OriginalPaper 21 January 2022 Pages: 356 - 364

    

24. Subcutaneous Low-Density Foreign Bodies Detection via Grating-Based Multimodal X-ray Imaging

    • Meifang Yin
    • Mingzhou Yuan
    • Jun Wu

    OriginalPaper Open access 21 January 2022 Pages: 365 - 373

    

25. Automated 2D Slice-Based Skull Stripping Multi-View Ensemble Model on NFBS and IBSR Datasets

    • Anam Fatima
    • Tahir Mustafa Madni
    • Nasira Sultana

    OriginalPaper 26 January 2022 Pages: 374 - 384