murong-xu

GliODIL

Glioma Radiotherapy Design by Optimization of a Data and Physics Informed Discrete Loss

GAV

A link prediction algorithm tailored to flow-driven spatial networks. Paper accepted @ WACV24

mvpsstudio

Multiview Photometric Stereo (MVPS) Studio Hardware and Software for 3D Reconstruction

AbdomenAtlas

[NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes plus nine classes)

TotalSegmentator

Tool for robust segmentation of >100 important anatomical structures in CT and MR images

pyDVL

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

influence-release

squeeze_and_excitation

PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks

quickNAT_pytorch

PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty

UNet-family

Paper and implementation of UNet-related model.

DAFT

Dynamic Affine Feature Map Transform

nnUNet

self-supervised-3d-tasks

Positional_contrastive_seg

Contrastive medical seg based on https://github.com/dewenzeng/positional_cl.git

MSVCL_MICCAI2021

Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning

RPR-Loc

Official code for 'One-Shot Object Localization in Medical Images based on Relative Position Regression'.

yAwareContrastiveLearning

Official Pytorch Implementation for y-Aware Contrastive Learning

domain_specific_cl

Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"