HKU-MedAI / MulT-EHRLinks
[Neural Networks'24] Multi-task Heterogeneous Graph Learning on Electronic Health Records
☆12Updated 9 months ago
Alternatives and similar repositories for MulT-EHR
Users that are interested in MulT-EHR are comparing it to the libraries listed below
Sorting:
- ☆41Updated last year
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆38Updated 5 months ago
- Code repository to analyse the performance and results of selected LLMs using the MIMIC CDM dataset.☆19Updated 5 months ago
- Code repository to create the MIMIC-CDM Dataset.☆35Updated 5 months ago
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆127Updated 2 years ago
- ☆72Updated 4 months ago
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆19Updated 2 months ago
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆38Updated 9 months ago
- A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction☆34Updated 2 years ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆20Updated last year
- Training HuggingFace models on EHR data☆27Updated 2 weeks ago
- FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…☆145Updated last week
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆33Updated 6 months ago
- 🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…☆72Updated this week
- Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.☆83Updated 2 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆82Updated last year
- source codes based on PyTorch to analyze EHR☆142Updated last year
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆24Updated 3 years ago
- ☆35Updated 2 years ago
- ☆15Updated 3 years ago
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆22Updated 4 years ago
- Multi-modal Graph learning for Disease Prediction (IEEE Trans. on Medical imaging, TMI2022)☆103Updated last year
- COVID-19 EHR data analysis pipeline☆20Updated 6 months ago
- A customizable pipeline for data extraction from MIMIC-IV.☆241Updated last year
- iBKH: The integrative Biomedical Knowledge Hub☆250Updated 8 months ago
- Integrated Image-based Deep Learning and Language Models for Primary Diabetes Care☆77Updated last year
- ☆15Updated 3 years ago
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆45Updated last year
- CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks☆38Updated last month
- Med-BERT, contextualized embedding model for structured EHR data☆290Updated last year