Imaging Informatics Fellowship Curriculum: Building Consensus on the Most Critical Topics and the Future of the Informatics Fellowship Roger GerardValeria MakeevaNabile M. Safdar Original Paper 31 October 2022 Pages: 1 - 10
Artificial Intelligence-Powered Clinical Decision Support and Simulation Platform for Radiology Trainee Education Chintan ShahKarapet DavtyanSuyash Mohan Original Paper 24 October 2022 Pages: 11 - 16
Fidelity of 3D Printed Brains from MRI Scan in Children with Pathology (Prior Hypoxic Ischemic Injury) Anith ChackoPhassawan RungsiprakarnSavvas Andronikou Original Paper Open access 24 October 2022 Pages: 17 - 28
Reducing Wait Times for Radiology Exams Around Holiday Periods: A Monte Carlo Simulation Vivek A. PisharodyHooman YarmohammadiJoseph P. Erinjeri OriginalPaper 07 November 2022 Pages: 29 - 37
Radiology Technologists’ Perspective on Medical Imaging Device Use and Related Technologies: a Cross-sectional Survey with Respect to Hospital Type Nuran Akyurt Original Paper 20 September 2022 Pages: 38 - 44
Content-Based Medical Image Retrieval System for Skin Melanoma Diagnosis Based on Optimized Pair-Wise Comparison Approach Narendra Kumar RoutMitul Kumar AhirwalMithilesh Atulkar Original Paper 17 October 2022 Pages: 45 - 58
Artificial Humming Bird Optimization–Based Hybrid CNN-RNN for Accurate Exudate Classification from Fundus Images Dhiravidachelvi E.Senthil Pandi S.Bala Subramanian C. Original Paper 14 October 2022 Pages: 59 - 72
Recognition of Digital Dental X-ray Images Using a Convolutional Neural Network Feng LiuLei GaoMin Han Original Paper 15 September 2022 Pages: 73 - 79
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique Seyed Ali Reza MoezziAbdolrahman GhaediAshkan Sami Original Paper 24 August 2022 Pages: 80 - 90
Event-Based Clinical Finding Extraction from Radiology Reports with Pre-trained Language Model Wilson LauKevin LybargerMeliha Yetisgen Original Paper 17 October 2022 Pages: 91 - 104
Natural Language Processing Model for Identifying Critical Findings—A Multi-Institutional Study Imon BanerjeeMelissa A. DavisBhavik Patel Original Paper 07 November 2022 Pages: 105 - 113
Deep Learning for Detection of Intracranial Aneurysms from Computed Tomography Angiography Images Xiujuan LiuJun MaoLigong Lu Original Paper 09 September 2022 Pages: 114 - 123
Two-Stage CNN Whole Heart Segmentation Combining Image Enhanced Attention Mechanism and Metric Classification Xuchu WangFusheng WangYanmin Niu OriginalPaper 29 September 2022 Pages: 124 - 142
Intra-operator Repeatability of Manual Segmentations of the Hip Muscles on Clinical Magnetic Resonance Images Giorgio DavicoFrancesca BottinMarco Viceconti OriginalPaper Open access 11 October 2022 Pages: 143 - 152
Toward Robust Partial-Image Based Template Matching Techniques for MRI-Guided Interventions Eung-Joo LeeSetareh FarzinfardReza Monfaredi Original Paper 21 October 2022 Pages: 153 - 163
Improved Fine-Tuning of In-Domain Transformer Model for Inferring COVID-19 Presence in Multi-Institutional Radiology Reports Pierre ChambonTessa S. CookCurtis P. Langlotz Original Paper 02 November 2022 Pages: 164 - 177
Deep Learning–Based Time-to-Death Prediction Model for COVID-19 Patients Using Clinical Data and Chest Radiographs Toshimasa MatsumotoShannon Leigh WalstonDaiju Ueda Original Paper 08 August 2022 Pages: 178 - 188
An Explainable Convolutional Neural Network for the Early Diagnosis of Alzheimer’s Disease from 18F-FDG PET Lisa Anita De SantiElena PasiniVincenzo Positano OriginalPaper 07 November 2022 Pages: 189 - 203
Deep Learning for Image Enhancement and Correction in Magnetic Resonance Imaging—State-of-the-Art and Challenges Zhaolin ChenKamlesh PawarGary F. Egan Review Open access 02 November 2022 Pages: 204 - 230
Segmentation of Multiple Nuclei from Non-overlapping Immuno-histochemically Stained Histological Hepatic Images Lekshmi KalinathanRuba Soundar Kathavarayan Original Paper 02 August 2022 Pages: 231 - 239
Inter-Slice Resolution Improvement Using Convolutional Neural Network with Orbital Bone Edge-Aware in Facial CT Images Hee Rim YunMin Jin LeeKyu Won Shim OriginalPaper 22 August 2022 Pages: 240 - 249
Interior Reconstruction from Truncated Projection Data in Cone-beam Computed Tomography Wang XianchaoLi ShaoyiHou Changhui Original Paper 29 August 2022 Pages: 250 - 258
Near Lossless Compression for 3D Radiological Images Using Optimal Multilinear Singular Value Decomposition (3D-VOI-OMLSVD) S. BoopathirajaP. KalavathiV. B. Surya Prasath Original Paper 29 August 2022 Pages: 259 - 275
Accelerated Diffusion-Weighted MR Image Reconstruction Using Deep Neural Networks Fariha AamirIbtisam AslamHammad Omer Original Paper Open access 04 November 2022 Pages: 276 - 288
Improving the Automatic Classification of Brain MRI Acquisition Contrast with Machine Learning Julia CluceruJanine M. LupoJason C. Crane Original Paper 08 August 2022 Pages: 289 - 305
Transfer Learning Approach and Nucleus Segmentation with MedCLNet Colon Cancer Database Hatice Catal ReisVeysel Turk OriginalPaper 20 September 2022 Pages: 306 - 325
Automated Multimodal Machine Learning for Esophageal Variceal Bleeding Prediction Based on Endoscopy and Structured Data Yu WangYu HongJinzhou Zhu Original Paper 24 October 2022 Pages: 326 - 338
U-Patch GAN: A Medical Image Fusion Method Based on GAN Chao FanHao LinYingying Qiu Original Paper 29 August 2022 Pages: 339 - 355
Definition of the Region of Interest for the Assessment of Alveolar Bone Repair Using Micro-computed Tomography Juliana Simeão BorgesVitor Cardoso CostaPriscilla Barbosa Ferreira Soares Original Paper 07 September 2022 Pages: 356 - 364
The 2021 SIIM-FISABIO-RSNA Machine Learning COVID-19 Challenge: Annotation and Standard Exam Classification of COVID-19 Chest Radiographs Paras LakhaniJ. MonganG. Shih OriginalPaper 28 September 2022 Pages: 365 - 372
Non-Expert Markings of Active Chronic Graft-Versus-Host Disease Photographs: Optimal Metrics of Training Effects Kelsey ParksXiaoqi LiuEric R. Tkaczyk OriginalPaper 07 November 2022 Pages: 373 - 378