Neurology | Radiology MI-UNet: Multi-inputs UNet Incorporating Brain Parcellation for Stroke Lesion Segmentation From T1-weighted Magnetic Resonance Images. August 5, 2020
Orthopedics | Radiology Misshapen Pelvis Landmark Detection with Local-Global Feature Learning for Diagnosing Developmental Dysplasia of the Hip. August 3, 2020
Medical Physics | Radiation Oncology A Deep Learning Model to Predict Dose-Volume Histograms of Organs at Risk in Radiotherapy Treatment Plans. July 17, 2020
Computer Science | Radiology A review of the application of deep learning in medical image classification and segmentation. July 3, 2020
Radiology 3D Pulmonary Artery Segmentation from CTA Scans Using Deep Learning with Realistic Data Augmentation. June 4, 2020
Radiology Multi-structure Segmentation from Partially Labeled Datasets. Application to Body Composition Measurements on CT Scans. June 4, 2020
Computer Vision | Robotics | Surgery The effects of different levels of realism on the training of CNNs with only synthetic images for the semantic segmentation of robotic instruments in a head phantom. May 23, 2020
Medical Physics | Oncology | Radiology Label-driven MRI-US registration using weakly-supervised learning for MRI-guided prostate radiotherapy. April 24, 2020
Radiology Deep learning detection and quantification of pneumothorax in heterogeneous routine chest computed tomography. April 18, 2020
Civil Engineering | Geotechnical Engineering Automatic Pixel-Level Crack Detection on Dam Surface Using Deep Convolutional Network. April 10, 2020
Neurology Deep learning for high-throughput quantification of oligodendrocyte ensheathment at single-cell resolution. January 11, 2020