Pinned Repositories
AGXNet
Context_Aware_SSL
Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images
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
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
MedSyn
Repo for MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images
MSPC
Maximum Spatial Perturbation for Image-to-Image Translation (Official Implementation)
twin-auxiliary-classifiers-gan
vessel-flow-consistency-ssl
This is the code for the MICCAI 2021 paper Self-Supervised Vessel Enhancement Using Flow-Based Consistencies.
batmanlab's Repositories
batmanlab/MSPC
Maximum Spatial Perturbation for Image-to-Image Translation (Official Implementation)
batmanlab/Context_Aware_SSL
Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images
batmanlab/HA-GAN
Official PyTorch implementation for HA-GAN, a memory efficient 3D GAN, accepted to IEEE J-BHI
batmanlab/vessel-flow-consistency-ssl
This is the code for the MICCAI 2021 paper Self-Supervised Vessel Enhancement Using Flow-Based Consistencies.
batmanlab/AGXNet
batmanlab/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
batmanlab/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
batmanlab/Explanation_by_Progressive_Exaggeration
Explanation by Progressive Exaggeration
batmanlab/MedSyn
Repo for MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images
batmanlab/drugEmbedding
Hierarchical Embedding for Drugs
batmanlab/BayesComBat
Harmonization of brain imaging features using bayesian inference
batmanlab/MICCAI-2023-Route-interpret-repeat-CXRs
Official repository of MICCAI 2023 paper: Distilling BlackBox to Interpretable models for Efficient Transfer Learning
batmanlab/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.
batmanlab/MRE-PINN
MR elastography with physics-informed neural networks
batmanlab/predictElasticity
batmanlab/awesome-breast-imaging-resources
Relevant papers on the research in Breast imaging
batmanlab/Adversarial-Single-Domain-Generalization
This is the official pytorch implementation of "Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation" of MICCAI2022
batmanlab/BatmanLabWiki
Documents and Wiki of the lab
batmanlab/data_course
Data Science Course
batmanlab/IEA
batmanlab/mre_ai
Repo for handing off MRE projects
batmanlab/Semi-paired-Association-Test
Semi-paired association test
batmanlab/SiameseAGXNet
Classifying disease progression in chest radiographs using weak labels automatically derived from radiology reports.
batmanlab/Ladder
batmanlab/TMLR23_Dynamics_of_Spurious_Features
Official Repository for the TMLR-2023 paper titled: "Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics"
batmanlab/ukb_api
batmanlab/Augmentation_By_Counterfactual_Explanation
GitHub repo for paper: Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier https://arxiv.org/abs/2210.12196
batmanlab/ImageProcessing
Medical Image Processing
batmanlab/lth-explain
batmanlab/medsyn.github.io