batmanlab

MSPC

Maximum Spatial Perturbation for Image-to-Image Translation (Official Implementation)

Context_Aware_SSL

Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images

HA-GAN

Official PyTorch implementation for HA-GAN, a memory efficient 3D GAN, accepted to IEEE J-BHI

vessel-flow-consistency-ssl

This is the code for the MICCAI 2021 paper Self-Supervised Vessel Enhancement Using Flow-Based Consistencies.

Mammo-CLIP

Official Pytorch implementation of MICCAI 2024 paper (early accept, top 11%) Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography

AGXNet

MedSyn

Repo for MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images

ICML-2023-Route-interpret-repeat

Official repository of ICML 2023 paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat

Explanation_by_Progressive_Exaggeration

Explanation by Progressive Exaggeration

drugEmbedding

Hierarchical Embedding for Drugs

BayesComBat

Harmonization of brain imaging features using bayesian inference

MICCAI-2023-Route-interpret-repeat-CXRs

Official repository of MICCAI 2023 paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning

DrasCLR

Official PyTorch implementation for paper DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Lung CT Images, accepted by Medical Image Analysis.

MRE-PINN

MR elastography with physics-informed neural networks

predictElasticity

awesome-breast-imaging-resources

Relevant papers on the research in Breast imaging

Adversarial-Single-Domain-Generalization

This is the official pytorch implementation of "Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation" of MICCAI2022

BatmanLabWiki

Documents and Wiki of the lab

data_course

Data Science Course

IEA

mre_ai

Repo for handing off MRE projects

Semi-paired-Association-Test

Semi-paired association test

SiameseAGXNet

Classifying disease progression in chest radiographs using weak labels automatically derived from radiology reports.

Ladder

TMLR23_Dynamics_of_Spurious_Features

Official Repository for the TMLR-2023 paper titled: "Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics"

ukb_api

Augmentation_By_Counterfactual_Explanation

GitHub repo for paper: Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier https://arxiv.org/abs/2210.12196

ImageProcessing

Medical Image Processing

lth-explain

medsyn.github.io