lithostark

Attri-Net

Official implementation for paper "Inherently Interpretable Multi-Label Classification of Chest X-rays Using Class-Specific Counterfactuals"

CheXRelFormer

Hierarchical Vision Transformers for Disease Progression Detection in Chest X-Ray Images

visual-counterfactuals

Making Heads or Tails Towards Semantically Consistent Visual Counterfactuals

ChexRelNet

Code for MICCAI 2022 paper, CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships between Chest X-Rays

LICO

NeurIPS 2023

cheXlocalize

Code for CheXlocalize

CheXagent

[Arxiv-2024] CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation

InstructIR

InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

Causal_Reading_Group

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

causalML

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

python-causality-handbook

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

causalml

Uplift modeling and causal inference with machine learning algorithms

PhlatCam

Codebase for PhlatCam

generative_chestxray

Repository to train Latent Diffusion Models on Chest X-ray data (MIMIC-CXR) using MONAI Generative Models

ClinicalDG

An Empirical Framework for Domain Generalization In Clinical Settings

XrayGLM

🩺 首个会看胸部X光片的中文多模态医学大模型 | The first Chinese Medical Multimodal Model that Chest Radiographs Summarization.

R2Gen

COV-CTR

COV-CTR Project Pages

Medical-Report-Generation

A pytorch implementation of On the Automatic Generation of Medical Imaging Reports.

jieba

结巴中文分词

coco-caption

DCL

Official code for "Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation" (CVPR 2023)

rgrg

Code for the CVPR paper "Interactive and Explainable Region-guided Radiology Report Generation"

CheXclusion

Code for the paper https://arxiv.org/abs/2003.00827

MRG-KG

Rethinking Medical Report Generation: Disease Revealing Enhancement with Knowledge Graph

VLCI

Visual-Linguistic Causal Intervention for Radiology Report Generation

discrepant-untrained-nn-priors

Official implementation of the paper 'Self-Supervised Low-Light Image Enhancement Using Discrepant Untrained Network Priors' in TCSVT 2022

Zero-DCE

Zero-DCE code and model

CausalVLR

CausalVLR: A Toolbox and Benchmark for Visual-Linguistic Causal Reasoning (视觉-语言因果推理开源框架)