zzachw / llemrLinks
NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records
☆45Updated last month
Alternatives and similar repositories for llemr
Users that are interested in llemr are comparing it to the libraries listed below
Sorting:
- MedAlign is a clinician-generated dataset for instruction following with electronic medical records.☆97Updated 5 months ago
- REMed: Retrieval-Enhanced Medical prediction model☆21Updated 9 months ago
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆110Updated 10 months ago
- Official Codes for "Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes"☆109Updated last year
- A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)☆196Updated 4 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
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆23Updated last year
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆17Updated 3 months ago
- General Healthcare Predictive Framework☆17Updated 7 months ago
- Training HuggingFace models on EHR data☆30Updated 3 months ago
- The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"☆22Updated last year
- PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems…☆70Updated last year
- Repo for the pape Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions☆43Updated 3 months ago
- [NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records☆91Updated 11 months ago
- Biomedical Question Answering Datasets.☆115Updated 5 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 to create the MIMIC-CDM Dataset.☆39Updated 8 months ago
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆44Updated 8 months ago
- Medical reasoning using large language models☆91Updated last year
- Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…☆115Updated 3 months ago
- Medical Hallucination in Foundation Models and Their Impact on Healthcare (2025)☆71Updated 7 months ago
- public code repository for paper "Health system scale language models are general purpose clinical prediction engines"☆117Updated 2 years ago
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆73Updated this week
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆29Updated 2 years ago
- FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…☆156Updated last week
- Clinical text summarization by adapting large language models☆149Updated last year
- Clinical NLP Shared Task @ NAACL'24☆35Updated 2 months ago
- MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents☆152Updated last month
- ☆128Updated last year
- The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health☆29Updated this week