[CIKM 2024] EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation
☆16May 24, 2026Updated 3 months ago
Alternatives and similar repositories for EMERGE
Users that are interested in EMERGE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆42Sep 19, 2024Updated 2 years ago
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆29Jan 17, 2024Updated 2 years ago
- Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare (IJCAI 2021)☆21May 5, 2021Updated 5 years ago
- NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records☆61Jul 17, 2026Updated 2 months ago
- ☆27Aug 23, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Agentifying Patient Dynamics within LLMs through Interacting with Clinical World Model☆34May 15, 2026Updated 4 months ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆27Dec 5, 2021Updated 4 years ago
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆21Apr 10, 2024Updated 2 years ago
- This is the official repository for the paper titled "Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a M…☆18Apr 29, 2025Updated last year
- Official implementation of the paper "GRAPES: Learning to Sample Graphs for Scalable Graph Neural Networks".☆14Apr 1, 2025Updated last year
- Curated LLM (ICML 2024)☆15Oct 23, 2024Updated last year
- ☆11Dec 18, 2023Updated 2 years ago
- Inducing Taxonomic Knowledge from Pretrained Transformers☆14Jul 30, 2023Updated 3 years ago
- MedEyes: Learning Dynamic Focus for Diagnostic Evolution Like a Clinician☆19Mar 13, 2026Updated 6 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Contextual knowledge bases☆25Jun 30, 2022Updated 4 years ago
- Knowledge-Based System'25☆12Dec 15, 2024Updated last year
- ☆43May 22, 2023Updated 3 years ago
- Code for TKDE paper: Patient Health Representation Learning via Correlational Sparse Prior of Medical Features.☆11Jan 5, 2023Updated 3 years ago
- Baseline for ERASER benchmark☆16Dec 18, 2022Updated 3 years ago
- G-K BertDTA is a research tool facilitating drug-target interaction prediction. Leveraging multi-modal data integration and advanced mach…☆14Nov 22, 2023Updated 2 years ago
- [WWW-2025] ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration☆35Oct 11, 2025Updated 11 months ago
- [arXiv'24] The official implementation code of LEADER.☆44Aug 31, 2024Updated 2 years ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆25Nov 10, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A curated list of medical world models for clinical prediction and decision support☆20Mar 17, 2026Updated 6 months ago
- Code repository for BEEP (Biomedical Evidence Enhanced Predictions) clinical outcome prediction system☆26Nov 8, 2023Updated 2 years ago
- RAKE-Keyword is a Python library that can extract keywords from any document or a piece of text. It is based on RAKE algorithm. Rapid Aut…☆31Oct 2, 2020Updated 5 years ago
- [npj Digital Medicine 2025] Multiple Embedding Model for EHR (MEME) used for strong prediction on Emergency Department tasks☆21Jul 8, 2025Updated last year
- ☆16Nov 4, 2024Updated last year
- 基于多图神经网络的领域知识和语法结构融合的中文医疗问询意图识别方法☆17Nov 28, 2022Updated 3 years ago
- REMed: Retrieval-Enhanced Medical prediction model☆24Jan 8, 2025Updated last year
- The official implementation of TContext-GGAN☆15Apr 1, 2022Updated 4 years ago
- ☆46May 2, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆43May 4, 2023Updated 3 years ago
- Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction☆20Mar 19, 2025Updated last year
- ☆10Oct 1, 2024Updated last year
- CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines☆17Updated this week
- This is the official code for "Multimodal Pretraining of Medical Time Series and Notes" at Machine Learning for Health 2023☆21Jan 6, 2025Updated last year
- Repo of pharmacophoric constrained heterogeneous-graph-transformer☆17Mar 30, 2023Updated 3 years ago
- [Neural Networks'24] Multi-task Heterogeneous Graph Learning on Electronic Health Records☆22Sep 22, 2024Updated last year