biomedia-mira / causal-genLinks
(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models
☆62Updated 3 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☆97Updated 2 years ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Updated 2 years ago
- GAN-based method to create counterfactual explanations for chest X-rays☆25Updated 2 years ago
- Code for "Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis" @ PAKDD 2023☆55Updated last year
- Code for the paper "Robust representations for image classification via counterfactual contrastive learning" (Medical Image Analysis) and…☆18Updated last month
- Repository to train Latent Diffusion Models on Chest X-ray data (MIMIC-CXR) using MONAI Generative Models☆60Updated 2 years ago
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆54Updated 2 years ago
- Repository to train ControlNet on Brain data (UK BIOBANK) using MONAI Generative Models☆83Updated 2 years ago
- Multitask Brain Tumor Inpainting with Diffusion Models☆38Updated 2 years ago
- Official implementation for "Generative AI for Medical Imaging: extending the MONAI Framework"☆52Updated last year
- Repo for MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images☆48Updated last year
- Semi-Supervised Learning for Deep Causal Generative Models☆22Updated 8 months ago
- The official implementation of our IPMI 2023 paper "SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation"☆65Updated 2 years ago
- [ NeurIPS 2023 ] Official Codebase for "Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback"☆19Updated last year
- [MICCAI'2024, Oral] Official implementation of the Brain Latent Progression (BrLP) method from "Enhancing Spatiotemporal Disease Progress…☆95Updated 2 months ago
- ☆70Updated 2 years ago
- Code for Paper Predicting Osteoarthritis Progression via Unsupervised Adversarial Representation Learning☆12Updated 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…☆56Updated 2 years ago
- ☆11Updated 2 years ago
- Benchmark study of quality and faithfulness of counterfactual image generation☆24Updated 2 months ago
- DiffInfinite Official Code☆34Updated 8 months ago
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆49Updated 2 years ago
- [ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"☆27Updated 2 years ago
- ☆18Updated 2 years ago
- MICCAI 2023 code for the paper: Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis. EchoDiffusion i…☆71Updated 8 months ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆66Updated 2 years ago
- Official implementation of "Realistic Morphology-preserving Generative Modelling of the Brain"☆26Updated last year
- A collection of papers in fairness of medical image analysis☆10Updated 2 years ago
- ☆116Updated 7 months ago