Neurology | Neuroradiology | Radiology CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs. September 12, 2022
Orthopedics | Radiology CAN3D: Fast 3D medical image segmentation via compact context aggregation. September 1, 2022
Orthopedics | Radiology Automated Magnetic Resonance Image Segmentation of Spinal Structures at the L4-5 Level with Deep Learning: 3D Reconstruction of Lumbar Intervertebral Foramen. August 18, 2022
Neurology | Radiology New MS lesion segmentation with deep residual attention gate U-Net utilizing 2D slices of 3D MR images. August 16, 2022
Cardiology | Radiology Cardiac Disease Classification Using Two-Dimensional Thickness and Few-Shot Learning Based on Magnetic Resonance Imaging Image Segmentation. July 25, 2022
Radiology Deep CTS: a Deep Neural Network for Identification MRI of Carpal Tunnel Syndrome. June 6, 2022
Medical Imaging | Oncology | Radiology Medical image diagnosis of prostate tumor based on PSP-Net+VGG16 deep learning network. May 31, 2022
Neurology | Radiology Unified Deep Learning-Based Mouse Brain MR Segmentation: Template-Based Individual Brain Positron Emission Tomography Volumes-of-Interest Generation Without Spatial Normalization in Mouse Alzheimer Model. March 21, 2022
Radiology Automatic zonal segmentation of the prostate from 2D and 3D T2-weighted MRI and evaluation for clinical use. March 18, 2022
Neurology | Oncology | Pediatrics | Radiology Segmenting pediatric optic pathway gliomas from MRI using deep learning. January 25, 2022
Cardiology | Radiology Fully connected network with multi-scale dilation convolution module in evaluating atrial septal defect based on MRI segmentation. January 22, 2022
Cardiology | Radiology Deep Learning-Based Segmentation and Uncertainty Assessment for Automated Analysis of Myocardial Perfusion MRI Datasets Using Patch-Level Training and Advanced Data Augmentation. December 11, 2021