Application of a Modified Combinational Approach to Brain Tumor Detection in MR Images Rahman FarnooshHamidreza Noushkaran OriginalPaper 31 May 2022 Pages: 1421 - 1432
Deep CTS: a Deep Neural Network for Identification MRI of Carpal Tunnel Syndrome Haiying ZhouQi BaiHui Lu OriginalPaper 03 June 2022 Pages: 1433 - 1444
Analyzing Transfer Learning of Vision Transformers for Interpreting Chest Radiography Mohammad UsmanTehseen ZiaAli Tariq Original Paper 11 July 2022 Pages: 1445 - 1462
FWLICM-Deep Learning: Fuzzy Weighted Local Information C-Means Clustering-Based Lung Lobe Segmentation with Deep Learning for COVID-19 Detection R. RajeswariVeerraju GampalaR. Cristin OriginalPaper 05 July 2022 Pages: 1463 - 1478
Automatic Liver Segmentation Using EfficientNet and Attention-Based Residual U-Net in CT Jinke WangXiangyang ZhangYuanzhi Cheng OriginalPaper 16 June 2022 Pages: 1479 - 1493
Artificial Intelligence System for Automatic Quantitative Analysis and Radiology Reporting of Leg Length Radiographs Nathan LarsonChantal NguyenCharles Fang OriginalPaper 06 July 2022 Pages: 1494 - 1505
Comparison of Transfer Learning Models in Pelvic Tilt and Rotation Measurement in Pediatric Anteroposterior Pelvic Radiographs Chao LiYabo YanLuyu Huang OriginalPaper 16 June 2022 Pages: 1506 - 1513
Developing and Validating Multi-Modal Models for Mortality Prediction in COVID-19 Patients: a Multi-center Retrospective Study Joy Tzung-yu WuMiguel Ángel Armengol de la HozLeo Anthony Celi Original Paper Open access 05 July 2022 Pages: 1514 - 1529
Surgical Navigation System for Hypertensive Intracerebral Hemorrhage Based on Mixed Reality Zeyang ZhouZhiyong YangShixing Ma Original Paper 11 July 2022 Pages: 1530 - 1543
Classification of Mammographic ROI for Microcalcification Detection Using Multifractal Approach Nadia Kermouni SerradjMahammed MessadiSihem Lazzouni Original Paper Open access 19 July 2022 Pages: 1544 - 1559
A New Collaborative Classification Process for Microcalcification Detection Based on Graphs and Knowledge Propagation Asma TouilKarim KaltiMohamed Ali Mahjoub Original Paper 01 August 2022 Pages: 1560 - 1575
Integrating the BIDS Neuroimaging Data Format and Workflow Optimization for Large-Scale Medical Image Analysis Shunxing BaoBrian D. BoydBennett A. Landman Original Paper 03 August 2022 Pages: 1576 - 1589
Attachment Type, Thickness, and Volume of the Posterior Meniscofemoral Ligament and Meniscal Pathology Myung Sub KimHee Jin ParkJi Na Kim OriginalPaper 06 June 2022 Pages: 1590 - 1598
Teaching the Virtual Brain Javier Hernández-AceitunoRafael ArnayNiels Janssen Original Paper Open access 23 May 2022 Pages: 1599 - 1610
Organs in Color: Utilizing Free Software and Emerging Multi Jet Fusion Technology to Color and Surface Label 3D-Printed Anatomical Models Muhammad RehmanLauren ArsenaultRamin Javan OriginalPaper 16 June 2022 Pages: 1611 - 1622
AnatomySketch: An Extensible Open-Source Software Platform for Medical Image Analysis Algorithm Development Mingrui ZhuangZhonghua ChenLauri Kettunen Original Paper Open access 29 June 2022 Pages: 1623 - 1633
An Efficient Optimization Approach for Glioma Tumor Segmentation in Brain MRI Zeynab BarzegarMansour Jamzad OriginalPaper 22 August 2022 Pages: 1634 - 1647
Size-Specific Dose Estimates for Thoracic and Abdominal Computed Tomography Examinations at Two Moroccan Hospitals M’hamed El MansouriAbdelmajid ChoukriZouhir Saga OriginalPaper 24 May 2022 Pages: 1648 - 1653
Unmasking Myocardial Dysfunction in Patients Hospitalized for Community-Acquired Pneumonia Using a 4-Chamber 3-Dimensional Volume/Strain Analysis Moayad KhatibGabby Elbaz-GreenerShemy Carasso OriginalPaper 15 June 2022 Pages: 1654 - 1661
Deep Learning Achieves Neuroradiologist-Level Performance in Detecting Hydrocephalus Requiring Treatment Yu HuangRaquel MorenoRobert J. Young OriginalPaper 17 May 2022 Pages: 1662 - 1672
Neural Network Detection of Pacemakers for MRI Safety Mark Daniel Vernon ThurstonDaniel H KimHuub K Wit Original Paper Open access 29 June 2022 Pages: 1673 - 1680
Recognition and Segmentation of Individual Bone Fragments with a Deep Learning Approach in CT Scans of Complex Intertrochanteric Fractures: A Retrospective Study Lv YangShan GaoFang Zhou OriginalPaper 16 June 2022 Pages: 1681 - 1689
Prospective Evaluation of a Machine-Learning Prediction Model for Missed Radiology Appointments Steven RothenbergBill BameEd Herskovitz OriginalPaper 29 June 2022 Pages: 1690 - 1693
Ensemble Approaches to Recognize Protected Health Information in Radiology Reports Hannah HorngJackson SteinkampTessa S. Cook OriginalPaper 17 June 2022 Pages: 1694 - 1698
Application of Artificial Intelligence Computer-Assisted Diagnosis Originally Developed for Thyroid Nodules to Breast Lesions on Ultrasound Si Eun LeeEunjung LeeJin Young Kwak OriginalPaper 28 July 2022 Pages: 1699 - 1707
Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms Fatemeh ArianMehdi AminiHabib Zaidi Original Paper Open access 22 August 2022 Pages: 1708 - 1718
Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology Christopher P. BridgeChris GormanMarkus D. Herrmann Methods Paper Open access 22 August 2022 Pages: 1719 - 1737
Iodine Images in Dual-energy CT: Detection of Hepatic Steatosis by Quantitative Iodine Concentration Values Stefanie BeckLaurenz JahnDaniela Pfeiffer Original Paper Open access 25 July 2022 Pages: 1738 - 1747
RAD-UNet: a Residual, Attention-Based, Dense UNet for CT Sparse Reconstruction Zhiwei QiaoCongcong Du Original Paper 26 July 2022 Pages: 1748 - 1758
HEARTBEAT4D: An Open-source Toolbox for Turning 4D Cardiac CT into VR/AR M. BindschadlerS. BuddheR. K. Otto OriginalPaper 25 May 2022 Pages: 1759 - 1767