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adversarial-single-domain-generalization

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

agxnet

augmentation_by_counterfactual_explanation

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

awesome-breast-imaging-resources

Relevant papers on the research in Breast imaging

batmanlabwiki

Documents and Wiki of the lab

bayescombat

Harmonization of brain imaging features using bayesian inference

context_aware_ssl

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

data_course

Data Science Course

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.

drugembedding

Hierarchical Embedding for Drugs

explanation_by_progressive_exaggeration

Explanation by Progressive Exaggeration

ha-gan

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

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

iea

imageprocessing

Medical Image Processing

jointimaginggenetics

lth-explain

lungmask

Automated lung segmentation in CT

miccai-2023-route-interpret-repeat-cxrs

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

mre-pinn

MR elastography with physics-informed neural networks

mre_ai

Repo for handing off MRE projects

mspc

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

predictelasticity

python-progressbar

Fork of the stagnant python-progressbar

registration

A repo for developing registration frameworks

semi-paired-association-test

Semi-paired association test

skl-groups

scikit-learn addon to operate on set/"group"-based features

subject2vec

Tensorflow based implementation of paper: Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector

tmlr23_dynamics_of_spurious_features

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

twin-auxiliary-classifiers-gan