Semantic Instance Segmentation of Kidney Cysts in MR Images: A Fully Automated 3D Approach Developed Through Active Learning Adriana V. GregoryDeema A. AnaamTimothy L. Kline Original Paper Open access 05 April 2021 Pages: 773 - 787
Software-Based Method for Automated Segmentation and Measurement of Wounds on Photographs Using Mask R-CNN: a Validation Study Maxim PrivalovNils BeisemannSven Yves Vetter Original Paper 29 July 2021 Pages: 788 - 797
The Effects of Perinodular Features on Solid Lung Nodule Classification José Lucas Leite CalheirosLucas Benevides Viana de AmorimMarcelo Costa de Oliveira Original Paper 31 March 2021 Pages: 798 - 810
The Composite Severity Score for Lumbar Spine MRI: a Metric of Cumulative Degenerative Disease Predicts Time Spent on Interpretation and Reporting Michael Travis Caton Jr.Walter F. WigginsKatherine P. Andriole Original Paper Open access 23 May 2021 Pages: 811 - 819
Effects of Interobserver Variability on 2D and 3D CT- and MRI-Based Texture Feature Reproducibility of Cartilaginous Bone Tumors Salvatore GittoRenato CuocoloLuca Maria Sconfienza OriginalPaper Open access 17 August 2021 Pages: 820 - 832
A Coarse-to-Fine Framework for Automated Knee Bone and Cartilage Segmentation Data from the Osteoarthritis Initiative Yang DengLei YouXiaobo Zhou OriginalPaper 24 May 2021 Pages: 833 - 840
Pioneering Remotely Piloted Aerial Systems (Drone) Delivery of a Remotely Telementored Ultrasound Capability for Self Diagnosis and Assessment of Vulnerable Populations—the Sky Is the Limit Andrew W. KirkpatrickJessica L. McKeeWade Hawkins BriefCommunication 25 June 2021 Pages: 841 - 845
Measurement of Endotracheal Tube Positioning on Chest X-Ray Using Object Detection Robert J. HarrisScott G. BaginskiBrian Baker Original Paper 28 July 2021 Pages: 846 - 852
Automated Vertebral Segmentation and Measurement of Vertebral Compression Ratio Based on Deep Learning in X-Ray Images Dong Hyun KimJin Gyo JeongJi Young Jeon Original Paper Open access 08 July 2021 Pages: 853 - 861
A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-Weighted MRI Using Convolutional Neural Networks Ruqian HaoKhashayar NamdarFarzad Khalvati Original Paper 12 July 2021 Pages: 862 - 876
Development of U-Net Breast Density Segmentation Method for Fat-Sat MR Images Using Transfer Learning Based on Non-Fat-Sat Model Yang ZhangSiwa ChanMin-Ying Su Original Paper Open access 09 July 2021 Pages: 877 - 887
Automatic Detection and Classification of Multiple Catheters in Neonatal Radiographs with Deep Learning Robert D. E. HendersonXin YiPaul Babyn Original Paper 25 June 2021 Pages: 888 - 897
Identification and Localization of Endotracheal Tube on Chest Radiographs Using a Cascaded Convolutional Neural Network Approach Su KaraJake Y. AkersPeter D. Chang Original Paper Open access 23 May 2021 Pages: 898 - 904
Multi-level Kronecker Convolutional Neural Network (ML-KCNN) for Glioma Segmentation from Multi-modal MRI Volumetric Data Muhammad Junaid AliBasit RazaAhmad Raza Shahid Original Paper 29 July 2021 Pages: 905 - 921
Anatomic Point–Based Lung Region with Zone Identification for Radiologist Annotation and Machine Learning for Chest Radiographs Feng LiSamuel G. ArmatoHeber MacMahon OriginalPaper 29 July 2021 Pages: 922 - 931
Assistive Framework for Automatic Detection of All the Zones in Retinopathy of Prematurity Using Deep Learning Ranjana AgrawalSucheta KulkarniKetan Kotecha OriginalPaper 08 July 2021 Pages: 932 - 947
Artificial Intelligence–Assisted Early Detection of Retinitis Pigmentosa — the Most Common Inherited Retinal Degeneration Ta-Ching ChenWee Shin LimChang-Hao Yang OriginalPaper 09 July 2021 Pages: 948 - 958
Panoramic Dental Reconstruction for Faster Detection of Dental Pathology on Medical Non-dental CT Scans: a Proof of Concept from CT Neck Soft Tissue Joseph N. StemberGul MoonisCleber Silva Original Paper 13 July 2021 Pages: 959 - 966
DICOM in Dermoscopic Research: an Experience Report and a Way Forward Liam CafferyJochen WeberVeronica Rotemberg Commentary 09 July 2021 Pages: 967 - 973
There’s a New Sheriff in Town: When Enterprise IT Takes Over Imaging IT Don K. DennisonRobert M. ColemanBrittany Tomlin Original Paper 13 July 2021 Pages: 974 - 985
Research Goal-Driven Data Model and Harmonization for De-Identifying Patient Data in Radiomics Surajit KunduSantam ChakrabortySoumendranath Ray Original Paper 09 July 2021 Pages: 986 - 1004
A DICOM Framework for Machine Learning and Processing Pipelines Against Real-time Radiology Images Pradeeban KathiraveluPuneet SharmaJudy Wawira Gichoya Original Paper Open access 17 August 2021 Pages: 1005 - 1013
A Holographic Augmented Reality Interface for Visualizing of MRI Data and Planning of Neurosurgical Procedures Cristina M. Morales MojicaJose D. Velazco-GarciaNikolaos V. Tsekos Original Paper 23 May 2021 Pages: 1014 - 1025
A Conference-Friendly, Hands-on Introduction to Deep Learning for Radiology Trainees Walter F. WigginsM. Travis Caton JrKatherine P. Andriole OriginalPaper 29 July 2021 Pages: 1026 - 1033
On the Use of Virtual Reality for Medical Imaging Visualization Filipi PiresCarlos CostaPaulo Dias Original Paper 29 July 2021 Pages: 1034 - 1048
Brain MRI Deep Learning and Bayesian Inference System Augments Radiology Resident Performance Jeffrey D. RudieJeffrey DudaAndreas M. Rauschecker Original Paper 15 June 2021 Pages: 1049 - 1058
RadSimPE — a Radiology Workstation Simulator for Perceptual Education Soham BanerjeeWilliam F. Auffermann OriginalPaper 29 July 2021 Pages: 1059 - 1066
Evaluation of Surgical Improvement of Clinical Knowledge Ops (SICKO), an Interactive Training Platform Daniel R. NemirovskyAndrew J. GarciaNaval Walia ReviewPaper 09 July 2021 Pages: 1067 - 1071
Correction to: Extraction of Retinal Layers Through Convolution Neural Network (CNN) in an OCT Image for Glaucoma Diagnosis Hina RajaM. Usman AkramNoman Nazir Correction 25 June 2021 Pages: 1072 - 1072
