Ophthalmology Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network. April 28, 2019
Pathology MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology images. April 22, 2019
Computer Vision | Livestock Monitoring Multi-Pig Part Detection and Association with a Fully-Convolutional Network. April 4, 2019
Gynecology | Obstetrics | Surgery Deep-learned placental vessel segmentation for intraoperative video enhancement in fetoscopic surgery. April 3, 2019
Neurology | Radiology A Label-fusion-aided Convolutional Neural Network for Isointense Infant Brain Tissue Segmentation. April 1, 2019
Orthopedics | Radiology Fully automated radiological analysis of spinal disorders and deformities: a deep learning approach. March 13, 2019
Ophthalmology | Radiology Fully Convolutional DenseNets for Segmentation of Microvessels in Two-photon Microscopy. March 6, 2019
Other TextField: Learning A Deep Direction Field for Irregular Scene Text Detection. February 25, 2019
Neurology | Radiology Segmentation of Peripheral Nerves From Magnetic Resonance Neurography: A Fully-Automatic, Deep Learning-Based Approach. November 14, 2018
Dermatopathology | Pathology Diagnostic Performance of Deep Learning Algorithms Applied to Three Common Diagnoses in Dermatopathology. November 14, 2018
Orthopedics | Radiology Fully automatic cervical vertebrae segmentation framework for X-ray images. September 24, 2018