Healthcare Intelligence Laboratory

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

HiLab-git

Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.

HiLab-git

Semi-supervised Medical Image Segmentation through Dual-task Consistency

HiLab-git

HiLab-git

matlab and python wrap of crf and dense crf, both 2d and 3d are supported

HiLab-git

[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning

HiLab-git

Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.

HiLab-git

Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"

HiLab-git

COVID-19 Pneumonia Lesion segmentation network

HiLab-git

Domain Adaptation and Generalization for Medical Image Analysis

HiLab-git