Orthopedics | Radiology Fine-Grain Segmentation of the Intervertebral Discs from MR Spine Images Using Deep Convolutional Neural Networks: BSU-Net. January 18, 2019
Medical Physics | Radiation Oncology Technical Note: U-net-generated synthetic CT images for magnetic resonance imaging-only prostate intensity-modulated radiation therapy treatment planning. January 7, 2019
Radiology Deep Learning-based Method for Fully Automatic Quantification of Left Ventricle Function from Cine MR Images: A Multivendor, Multicenter Study. December 20, 2018
Computer Vision | Remote Sensing | Urban Planning Urban Land Use and Land Cover Classification Using Novel Deep Learning Models Based on High Spatial Resolution Satellite Imagery. December 17, 2018
Neurology | Radiology Learning to Predict Ischemic Stroke Growth on Acute CT Perfusion Data by Interpolating Low-Dimensional Shape Representations. December 17, 2018
Radiology Convolutional Neural Networks for the Detection and Measurement of Cerebral Aneurysms on Magnetic Resonance Angiography. December 4, 2018
Radiology Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning. November 16, 2018
Dermatology | Primary Care Segmentation of Both Diseased and Healthy Skin From Clinical Photographs in a Primary Care Setting. November 16, 2018
Ophthalmology DRUNET: a dilated-residual U-Net deep learning network to segment optic nerve head tissues in optical coherence tomography images. November 14, 2018
Microscopy | Neurology | Optics Fast phase retrieval in off-axis digital holographic microscopy through deep learning. October 23, 2018
Computer Vision | Dermatology | Dermatopathology Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks. October 15, 2018