biomedia-mira / causal-genLinks
(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models
☆67Updated 9 months ago
Alternatives and similar repositories for causal-gen
Users that are interested in causal-gen are comparing it to the libraries listed below
Sorting:
- Code for Diff-SCM paper☆100Updated 2 years ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Updated 3 years ago
- Repository to train Latent Diffusion Models on Chest X-ray data (MIMIC-CXR) using MONAI Generative Models☆63Updated 2 years ago
- Code for the paper "Robust representations for image classification via counterfactual contrastive learning" (Medical Image Analysis) and…☆20Updated 6 months ago
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆54Updated 3 years ago
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- BM-MAE: Multimodal Masked Autoencoder Pre-training for 3D MRI-based Brain Tumor Analysis with Missing Modalities☆27Updated 4 months ago
- Code for "Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis" @ PAKDD 2023☆58Updated 2 years ago
- Repository to train ControlNet on Brain data (UK BIOBANK) using MONAI Generative Models☆88Updated 2 years ago
- Semi-Supervised Learning for Deep Causal Generative Models☆22Updated last year
- GAN-based method to create counterfactual explanations for chest X-rays☆25Updated 2 months ago
- Official implementation of "Realistic Morphology-preserving Generative Modelling of the Brain"☆28Updated last year
- The official implementation of our IPMI 2023 paper "SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation"☆69Updated 2 years ago
- Official implementation for "Generative AI for Medical Imaging: extending the MONAI Framework"☆55Updated 2 years ago
- An interpretable progression model for high-dimensional neuroimaging data.☆15Updated 2 years ago
- ☆26Updated last year
- ☆11Updated 2 years ago
- [ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"☆28Updated 3 years ago
- Repo for MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images☆53Updated last year
- Official Pytorch Implementation for y-Aware Contrastive Learning☆60Updated 2 years ago
- ☆87Updated 2 years ago
- ☆18Updated 3 years ago
- Benchmark study of quality and faithfulness of counterfactual image generation☆30Updated 8 months ago
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆52Updated 2 years ago
- Image-to-image regression with uncertainty quantification in PyTorch. Take any dataset and train a model to regress images to images with…☆59Updated 2 years ago
- Multitask Brain Tumor Inpainting with Diffusion Models☆38Updated 3 years ago
- Multi-view-AE: An extensive collection of multi-modal autoencoders implemented in a modular, scikit-learn style framework.☆54Updated last year
- PyTorch implementation for "WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis" (DGM4MICCAI 2024)☆124Updated 3 months ago
- Code for Equitable modelling of brain imaging by counterfactual augmentation with 3D deep generative models☆10Updated 2 years ago
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆28Updated last year