chenxz1111 / RareBench
[KDD2024 ADS Track] RareBench: Can LLMs Serve as Rare Diseases Specialists?
☆17Updated 3 months ago
Alternatives and similar repositories for RareBench:
Users that are interested in RareBench are comparing it to the libraries listed below
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆13Updated 7 months ago
- Code repository to create the MIMIC-CDM Dataset.☆28Updated last month
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆29Updated 2 months ago
- [EMNLP2024] Benchmark for "Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark"☆21Updated 4 months ago
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆35Updated last month
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆87Updated 3 months ago
- [ISMB 2024] "Self-BioRAG: Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Model…☆56Updated 11 months ago
- NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records☆30Updated 3 months ago
- Biomedical Question Answering Datasets.☆99Updated last year
- Code for "DocLens: Multi-aspect Fine-grained Evaluation for Medical Text Generation" (ACL 2024)☆17Updated 10 months ago
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆48Updated this week
- Expert-Curated Oncology Reports to Advance Language Model Inference☆27Updated 11 months ago
- [NeurIPS'22] EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records☆77Updated 4 months ago
- Clinical NLP Shared Task @ NAACL'24☆31Updated last month
- ☆25Updated last year
- Code for MedCPT, a model for zero-shot biomedical information retrieval.☆169Updated last year
- auto icd coding with prompt☆49Updated 10 months ago
- PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems…☆63Updated last year
- CliBench: Multifaceted Evaluation of Large Language Models in Clinical Decisions on Diagnoses, Procedures, Lab Tests Orders and Prescript…☆16Updated 7 months ago
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆38Updated 9 months ago
- [NeurIPS 2022] Code for "Retrieve, Reason, and Refine: Generating Accurate and Faithful Discharge/Patient Instructions"☆32Updated 8 months ago
- ☆12Updated 5 months ago
- PMC-Patients☆92Updated 9 months ago
- Code and data for TrialGPT.☆86Updated 2 months ago
- Repo for the pape Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions☆32Updated 7 months ago
- Official implementation for NeurIPS'24 paper: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making☆128Updated 4 months ago
- A curated list of awesome healthcare taxonomies and knowledge graphs.☆72Updated last year
- ☆23Updated 2 months ago
- Official repository of the MIRAGE benchmark☆123Updated 4 months ago
- Taking off-the-shelf HuggingFace models and training them on EHR data☆16Updated 2 weeks ago