TraceDR code and data for our MediKS @ CIKM 2025 paper "Traceable Drug Recommendation over Medical Knowledge Graphs"

IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping

Chinese medical concept normalizer

A curated list of awesome healthcare taxonomies and knowledge graphs.

MDP-GRL Multi-disease Prediction by GNN

Code repository for MMUGL: Multi-modal Graph Learning over UMLS Knowledge Graphs

🤖 A Python library for learning and evaluating knowledge graph embeddings

中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

[NAACL 2021] QAGNN: Question Answering using Language Models and Knowledge Graphs 🤖

Code for the paper "KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning"

System for Medical Concept Extraction and Linking

Bringing BERT into modernity via both architecture changes and scaling

Build a knowledge graph from UMLS Knowledge Sources (2022) with load, visualize and query with Neo4j and Scispacy

A curated list of biomedical knowledge graphs and of resources for their construction.

AMG-RAG (Agentic Medical Graph-RAG) is a comprehensive framework that automates the construction and continuous updating of Medical Knowledge Graphs (MKGs), integrates reasoning, and retrieves curr…

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…

[NAACL 2025] VividMed: Vision Language Model with Versatile Visual Grounding for Medicine

Adaptive Latent Diffusion Model for 3D Medical Image

Official codebase for "Diffusion Bridge Implicit Models" (ICLR 2025) and "Consistency Diffusion Bridge Models" (NeurIPS 2024)

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment

Medical imaging processing for AI applications.

Project Repository for paper Disentangled Latent Energy-based Style Translation

Official Repository for paper Unpaired Volumetric Harmonization of Brain MRI with Conditional Latent Diffusion

Harmonization of multi-site, multi-shell diffusion MRI

Multi-site dMRI harmonization