Stars
[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction
Utilities to download and load an MRI brain tumor dataset with Python, providing 2D slices, tumor masks and tumor classes.
Source code for our method which won Left Atrial and Scar Quantification & Segmentation ( LAScarQS) MICCAI 2022 Challenge.
Deep learning program for left atrial and scar segmentation in GE-MRI images.
This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.
How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
A collection of loss functions for medical image segmentation
Semi-supervised Medical Image Segmentation through Dual-task Consistency
Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation" (ESI Highly Cited Paper)
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.