ritaranx / RAM-EHRLinks
[ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.
☆38Updated last year
Alternatives and similar repositories for RAM-EHR
Users that are interested in RAM-EHR are comparing it to the libraries listed below
Sorting:
- ☆38Updated 2 years ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Updated last year
- COVID-19 EHR data analysis pipeline☆22Updated 10 months ago
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated last year
- Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction☆16Updated 7 months ago
- [ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval☆47Updated 6 months ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆34Updated 9 months ago
- MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks☆27Updated 3 weeks ago
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆44Updated 8 months ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆22Updated last year
- [arXiv'24] The official implementation code of LEADER.☆40Updated last year
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆23Updated last year
- ICLR 2023 paper - ManyDG - Dataset processing and mode codes☆24Updated last year
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆26Updated last year
- [WWW-2025] ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration☆16Updated 2 weeks ago
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆59Updated last year
- ☆43Updated 2 years ago
- ☆30Updated 6 months ago
- ☆11Updated last year
- [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 to create the MIMIC-CDM Dataset.☆39Updated 8 months ago
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆22Updated 7 months ago
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆20Updated 5 months ago
- Medical multi-modal learning with missing modality data (MLHC 2023)☆13Updated 2 years ago
- A new collection of medical VQA dataset based on MIMIC-CXR. Part of the work 'EHRXQA: A Multi-Modal Question Answering Dataset for Electr…☆88Updated last year
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆38Updated 2 years ago
- Code repository to analyse the performance and results of selected LLMs using the MIMIC CDM dataset.☆20Updated 8 months ago
- A Paper collection for LLM based Patient Simulators☆66Updated last month
- Official implementation for NeurIPS'24 paper: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making☆199Updated 11 months ago
- Training HuggingFace models on EHR data☆30Updated 3 months ago