ratschlab / mmuglLinks
Code repository for MMUGL: Multi-modal Graph Learning over UMLS Knowledge Graphs
☆11Updated 2 years ago
Alternatives and similar repositories for mmugl
Users that are interested in mmugl are comparing it to the libraries listed below
Sorting:
- "Knowledge Graph-based Question Answering with Electronic Health Records", accepted at Machine Learning for Health Care (MLHC) 2021☆38Updated last year
- A curated list of awesome healthcare taxonomies and knowledge graphs.☆74Updated last year
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆37Updated 11 months ago
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆39Updated last year
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated last year
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆17Updated 5 months ago
- [ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval☆50Updated 8 months ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Updated last year
- Source code for the paper "Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records"☆11Updated 4 years ago
- ☆30Updated 8 months ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆40Updated last year
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆46Updated 10 months ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated 2 years ago
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆26Updated last year
- ☆19Updated 2 years ago
- The resources for LMKG (a large-scale, high-quality, multi-source, and multi-lingual medical knowledge graph).☆21Updated 2 years ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆25Updated 4 years ago
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆27Updated last year
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆41Updated 2 years ago
- PMC-Patients☆103Updated last year
- COVID-19 EHR data analysis pipeline☆26Updated last year
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆30Updated 2 years ago
- ☆66Updated 11 months ago
- Diagnostic Reasoning Knowledge Graph for Large Language Model Diagnosis Prediction☆30Updated 5 months ago
- ☆10Updated 2 years ago
- ☆19Updated 3 years ago
- Source code for ACL 2021 paper "Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism"☆14Updated 4 years ago
- ☆30Updated 3 years ago
- This is the source code for: Context-aware Entity Typing in Knowledge Graphs.☆15Updated 3 years ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆23Updated last year