ritaranx / RAM-EHRLinks
[ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.
☆38Updated 11 months ago
Alternatives and similar repositories for RAM-EHR
Users that are interested in RAM-EHR are comparing it to the libraries listed below
Sorting:
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated last year
- ☆35Updated 2 years ago
- MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks☆20Updated 3 months ago
- KDD 2024 | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction☆17Updated last year
- COVID-19 EHR data analysis pipeline☆21Updated 8 months ago
- [ICLR'25] Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval☆47Updated 5 months ago
- Official implementation of SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction☆15Updated 5 months ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆33Updated 8 months ago
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆43Updated 7 months ago
- 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☆25Updated last year
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆23Updated last year
- [ICLR 2024 spotlight] Making Pre-trained Language Models Great on Tabular Prediction☆57Updated 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
- ☆43Updated last year
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆22Updated last year
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆21Updated 6 months ago
- Code repository to create the MIMIC-CDM Dataset.☆39Updated 7 months ago
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆20Updated 4 months ago
- [arXiv'24] The official implementation code of LEADER.☆40Updated last year
- Training HuggingFace models on EHR data☆29Updated last month
- Official implementation of TACCO (Task-guided Co-clustering).☆12Updated last year
- ☆11Updated last year
- ☆26Updated 3 years ago
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆70Updated 2 months ago
- Code repository to analyse the performance and results of selected LLMs using the MIMIC CDM dataset.☆20Updated 7 months ago
- ☆124Updated last year
- ICLR'24 | Multimodal Patient Representation Learning with Missing Modalities and Labels☆40Updated 5 months ago
- EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images, NeurIPS 2023 D&B☆85Updated last year
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆17Updated last month