Neurology | Radiology Classification of Brain MRI Tumor Images Based on Deep Learning PGGAN Augmentation. December 24, 2021
Radiology MRI-based automatic segmentation of rectal cancer using 2D U-Net on two independent cohorts. December 17, 2021
Neurology | Pediatrics | Psychiatry Multimodal Ensemble Deep Learning to Predict Disruptive Behavior Disorders in Children. December 13, 2021
Neuroradiology | Pediatric Radiology | Radiology Automation of a Rule-based Workflow to Estimate Age from Brain MR Imaging of Infants and Children Up to 2 Years Old Using Stacked Deep Learning. December 13, 2021
Neurology | Radiology Brain Tumors Classification for MR images based on Attention Guided Deep Learning Model. December 11, 2021
Radiology Fully automated segmentation of lumbar bone marrow in sagittal, high-resolution T1-weighted magnetic resonance images using 2D U-NET. December 5, 2021
Orthopedics | Radiology Artificial intelligence-based automatic assessment of lower limb torsion on MRI. December 2, 2021
Orthopedics | Radiology Improved Deep Convolutional Neural Network to Classify Osteoarthritis from Anterior Cruciate Ligament Tear Using Magnetic Resonance Imaging. November 27, 2021
Orthopedics | Radiology Automated tibiofemoral joint segmentation based on deeply supervised 2D-3D ensemble U-Net: Data from the Osteoarthritis Initiative. November 26, 2021
Neurology | Neuroscience | Psychiatry Deep Transfer Learning for Cerebral Cortex Using Area-Preserving Geometry Mapping. November 18, 2021
Neurology | Oncology | Radiology Deep Learning-Based Computer-Aided Detection System for Automated Treatment Response Assessment of Brain Metastases on 3D MRI. November 15, 2021
Medical Imaging | Otorhinolaryngology | Radiology Automatic upper airway segmentation in static and dynamic MRI via anatomy-guided convolutional neural networks. November 13, 2021