1. Application of a Modified Combinational Approach to Brain Tumor Detection in MR Images

   • Rahman Farnoosh
   • Hamidreza Noushkaran

   OriginalPaper 31 May 2022 Pages: 1421 - 1432

   

2. Deep CTS: a Deep Neural Network for Identification MRI of Carpal Tunnel Syndrome

   • Haiying Zhou
   • Qi Bai
   • Hui Lu

   OriginalPaper 03 June 2022 Pages: 1433 - 1444

   

3. Analyzing Transfer Learning of Vision Transformers for Interpreting Chest Radiography

   • Mohammad Usman
   • Tehseen Zia
   • Ali Tariq

   Original Paper 11 July 2022 Pages: 1445 - 1462

   

4. FWLICM-Deep Learning: Fuzzy Weighted Local Information C-Means Clustering-Based Lung Lobe Segmentation with Deep Learning for COVID-19 Detection

   • R. Rajeswari
   • Veerraju Gampala
   • R. Cristin

   OriginalPaper 05 July 2022 Pages: 1463 - 1478

   

5. Automatic Liver Segmentation Using EfficientNet and Attention-Based Residual U-Net in CT

   • Jinke Wang
   • Xiangyang Zhang
   • Yuanzhi Cheng

   OriginalPaper 16 June 2022 Pages: 1479 - 1493

   

6. Artificial Intelligence System for Automatic Quantitative Analysis and Radiology Reporting of Leg Length Radiographs

   • Nathan Larson
   • Chantal Nguyen
   • Charles Fang

   OriginalPaper 06 July 2022 Pages: 1494 - 1505

   

7. Comparison of Transfer Learning Models in Pelvic Tilt and Rotation Measurement in Pediatric Anteroposterior Pelvic Radiographs

   • Chao Li
   • Yabo Yan
   • Luyu Huang

   OriginalPaper 16 June 2022 Pages: 1506 - 1513

   

8. Developing and Validating Multi-Modal Models for Mortality Prediction in COVID-19 Patients: a Multi-center Retrospective Study

   • Joy Tzung-yu Wu
   • Miguel Ángel Armengol de la Hoz
   • Leo Anthony Celi

   Original Paper Open access 05 July 2022 Pages: 1514 - 1529

   

9. Surgical Navigation System for Hypertensive Intracerebral Hemorrhage Based on Mixed Reality

   • Zeyang Zhou
   • Zhiyong Yang
   • Shixing Ma

   Original Paper 11 July 2022 Pages: 1530 - 1543

   

10. Classification of Mammographic ROI for Microcalcification Detection Using Multifractal Approach

    • Nadia Kermouni Serradj
    • Mahammed Messadi
    • Sihem Lazzouni

    Original Paper Open access 19 July 2022 Pages: 1544 - 1559

    

11. A New Collaborative Classification Process for Microcalcification Detection Based on Graphs and Knowledge Propagation

    • Asma Touil
    • Karim Kalti
    • Mohamed Ali Mahjoub

    Original Paper 01 August 2022 Pages: 1560 - 1575

    

12. Integrating the BIDS Neuroimaging Data Format and Workflow Optimization for Large-Scale Medical Image Analysis

    • Shunxing Bao
    • Brian D. Boyd
    • Bennett A. Landman

    Original Paper 03 August 2022 Pages: 1576 - 1589

    

13. Attachment Type, Thickness, and Volume of the Posterior Meniscofemoral Ligament and Meniscal Pathology

    • Myung Sub Kim
    • Hee Jin Park
    • Ji Na Kim

    OriginalPaper 06 June 2022 Pages: 1590 - 1598

    

14. Teaching the Virtual Brain

    • Javier Hernández-Aceituno
    • Rafael Arnay
    • Niels Janssen

    Original Paper Open access 23 May 2022 Pages: 1599 - 1610

    

15. Organs in Color: Utilizing Free Software and Emerging Multi Jet Fusion Technology to Color and Surface Label 3D-Printed Anatomical Models

    • Muhammad Rehman
    • Lauren Arsenault
    • Ramin Javan

    OriginalPaper 16 June 2022 Pages: 1611 - 1622

    

16. AnatomySketch: An Extensible Open-Source Software Platform for Medical Image Analysis Algorithm Development

    • Mingrui Zhuang
    • Zhonghua Chen
    • Lauri Kettunen

    Original Paper Open access 29 June 2022 Pages: 1623 - 1633

    

17. An Efficient Optimization Approach for Glioma Tumor Segmentation in Brain MRI

    • Zeynab Barzegar
    • Mansour Jamzad

    OriginalPaper 22 August 2022 Pages: 1634 - 1647

    

18. Size-Specific Dose Estimates for Thoracic and Abdominal Computed Tomography Examinations at Two Moroccan Hospitals

    • M’hamed El Mansouri
    • Abdelmajid Choukri
    • Zouhir Saga

    OriginalPaper 24 May 2022 Pages: 1648 - 1653

    

19. Unmasking Myocardial Dysfunction in Patients Hospitalized for Community-Acquired Pneumonia Using a 4-Chamber 3-Dimensional Volume/Strain Analysis

    • Moayad Khatib
    • Gabby Elbaz-Greener
    • Shemy Carasso

    OriginalPaper 15 June 2022 Pages: 1654 - 1661

    

20. Deep Learning Achieves Neuroradiologist-Level Performance in Detecting Hydrocephalus Requiring Treatment

    • Yu Huang
    • Raquel Moreno
    • Robert J. Young

    OriginalPaper 17 May 2022 Pages: 1662 - 1672

    

21. Neural Network Detection of Pacemakers for MRI Safety

    • Mark Daniel Vernon Thurston
    • Daniel H Kim
    • Huub K Wit

    Original Paper Open access 29 June 2022 Pages: 1673 - 1680

    

22. Recognition and Segmentation of Individual Bone Fragments with a Deep Learning Approach in CT Scans of Complex Intertrochanteric Fractures: A Retrospective Study

    • Lv Yang
    • Shan Gao
    • Fang Zhou

    OriginalPaper 16 June 2022 Pages: 1681 - 1689

    

23. Prospective Evaluation of a Machine-Learning Prediction Model for Missed Radiology Appointments

    • Steven Rothenberg
    • Bill Bame
    • Ed Herskovitz

    OriginalPaper 29 June 2022 Pages: 1690 - 1693

24. Ensemble Approaches to Recognize Protected Health Information in Radiology Reports

    • Hannah Horng
    • Jackson Steinkamp
    • Tessa S. Cook

    OriginalPaper 17 June 2022 Pages: 1694 - 1698

    

25. Application of Artificial Intelligence Computer-Assisted Diagnosis Originally Developed for Thyroid Nodules to Breast Lesions on Ultrasound

    • Si Eun Lee
    • Eunjung Lee
    • Jin Young Kwak

    OriginalPaper 28 July 2022 Pages: 1699 - 1707

    

26. Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms

    • Fatemeh Arian
    • Mehdi Amini
    • Habib Zaidi

    Original Paper Open access 22 August 2022 Pages: 1708 - 1718

    

27. Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology

    • Christopher P. Bridge
    • Chris Gorman
    • Markus D. Herrmann

    Methods Paper Open access 22 August 2022 Pages: 1719 - 1737

    

28. Iodine Images in Dual-energy CT: Detection of Hepatic Steatosis by Quantitative Iodine Concentration Values

    • Stefanie Beck
    • Laurenz Jahn
    • Daniela Pfeiffer

    Original Paper Open access 25 July 2022 Pages: 1738 - 1747

    

29. RAD-UNet: a Residual, Attention-Based, Dense UNet for CT Sparse Reconstruction

    • Zhiwei Qiao
    • Congcong Du

    Original Paper 26 July 2022 Pages: 1748 - 1758

    

30. HEARTBEAT4D: An Open-source Toolbox for Turning 4D Cardiac CT into VR/AR

    • M. Bindschadler
    • S. Buddhe
    • R. K. Otto

    OriginalPaper 25 May 2022 Pages: 1759 - 1767