Artificial Intelligence-Powered Clinical Decision Support and Simulation Platform for Radiology Trainee Education
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Online first articles
Articles not assigned to an issue 53 articles
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Fidelity of 3D Printed Brains from MRI Scan in Children with Pathology (Prior Hypoxic Ischemic Injury)
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Automated Multimodal Machine Learning for Esophageal Variceal Bleeding Prediction Based on Endoscopy and Structured Data
Authors (first, second and last of 13)
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Toward Robust Partial-Image Based Template Matching Techniques for MRI-Guided Interventions
Authors (first, second and last of 5)
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Event-Based Clinical Finding Extraction from Radiology Reports with Pre-trained Language Model
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Artificial Humming Bird Optimization–Based Hybrid CNN-RNN for Accurate Exudate Classification from Fundus Images
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Intra-operator Repeatability of Manual Segmentations of the Hip Muscles on Clinical Magnetic Resonance Images
Authors (first, second and last of 7)
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The 2021 SIIM-FISABIO-RSNA Machine Learning COVID-19 Challenge: Annotation and Standard Exam Classification of COVID-19 Chest Radiographs
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Recognition of Digital Dental X-ray Images Using a Convolutional Neural Network
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Deep Learning for Detection of Intracranial Aneurysms from Computed Tomography Angiography Images
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Definition of the Region of Interest for the Assessment of Alveolar Bone Repair Using Micro-computed Tomography
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Near Lossless Compression for 3D Radiological Images Using Optimal Multilinear Singular Value Decomposition (3D-VOI-OMLSVD)
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Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique
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Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology
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Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms
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Inter-Slice Resolution Improvement Using Convolutional Neural Network with Orbital Bone Edge-Aware in Facial CT Images
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Improving the Automatic Classification of Brain MRI Acquisition Contrast with Machine Learning
Authors (first, second and last of 5)
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Deep Learning–Based Time-to-Death Prediction Model for COVID-19 Patients Using Clinical Data and Chest Radiographs
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Integrating the BIDS Neuroimaging Data Format and Workflow Optimization for Large-Scale Medical Image Analysis
Authors (first, second and last of 13)
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A New Collaborative Classification Process for Microcalcification Detection Based on Graphs and Knowledge Propagation
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Application of Artificial Intelligence Computer-Assisted Diagnosis Originally Developed for Thyroid Nodules to Breast Lesions on Ultrasound
Authors (first, second and last of 7)
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Iodine Images in Dual-energy CT: Detection of Hepatic Steatosis by Quantitative Iodine Concentration Values
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Classification of Mammographic ROI for Microcalcification Detection Using Multifractal Approach
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Surgical Navigation System for Hypertensive Intracerebral Hemorrhage Based on Mixed Reality
Authors (first, second and last of 6)
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Artificial Intelligence System for Automatic Quantitative Analysis and Radiology Reporting of Leg Length Radiographs
Authors (first, second and last of 15)
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FWLICM-Deep Learning: Fuzzy Weighted Local Information C-Means Clustering-Based Lung Lobe Segmentation with Deep Learning for COVID-19 Detection
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Developing and Validating Multi-Modal Models for Mortality Prediction in COVID-19 Patients: a Multi-center Retrospective Study
Authors (first, second and last of 18)
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AnatomySketch: An Extensible Open-Source Software Platform for Medical Image Analysis Algorithm Development
Authors (first, second and last of 12)
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Ensemble Approaches to Recognize Protected Health Information in Radiology Reports
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Recognition and Segmentation of Individual Bone Fragments with a Deep Learning Approach in CT Scans of Complex Intertrochanteric Fractures: A Retrospective Study
Authors (first, second and last of 5)
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Comparison of Transfer Learning Models in Pelvic Tilt and Rotation Measurement in Pediatric Anteroposterior Pelvic Radiographs
Authors (first, second and last of 8)
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Automatic Liver Segmentation Using EfficientNet and Attention-Based Residual U-Net in CT
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Unmasking Myocardial Dysfunction in Patients Hospitalized for Community-Acquired Pneumonia Using a 4-Chamber 3-Dimensional Volume/Strain Analysis
Authors (first, second and last of 12)
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Attachment Type, Thickness, and Volume of the Posterior Meniscofemoral Ligament and Meniscal Pathology
Authors (first, second and last of 4)
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Deep CTS: a Deep Neural Network for Identification MRI of Carpal Tunnel Syndrome
Authors (first, second and last of 12)
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HEARTBEAT4D: An Open-source Toolbox for Turning 4D Cardiac CT into VR/AR
Authors (first, second and last of 6)
