Medical Image Analysis

Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network

Deep embedding convolutional neural network for synthesizing CT image from T1-Weighted MR image

Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces

Large-scale retrieval for medical image analytics: A comprehensive review

Spine-GAN: Semantic segmentation of multiple spinal structures

Weakly supervised mitosis detection in breast histopathology images using concentric loss

Complex networks reveal early MRI markers of Parkinson's disease

Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks

Multi-channel multi-scale fully convolutional network for 3D perivascular spaces segmentation in 7T MR images

Micro-Net: A unified model for segmentation of various objects in microscopy images