canyuchen / ClinicalBenchLinks
Code for the paper "ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?"
☆18Updated last month
Alternatives and similar repositories for ClinicalBench
Users that are interested in ClinicalBench are comparing it to the libraries listed below
Sorting:
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆23Updated 11 months ago
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆29Updated 2 years ago
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆21Updated 5 months ago
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated last year
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆39Updated last year
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆20Updated 3 months ago
- ☆29Updated 3 months ago
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆33Updated 6 months ago
- [ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions …☆26Updated last year
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆103Updated 7 months ago
- The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"☆20Updated last year
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆38Updated 10 months ago
- Medical multi-modal learning with missing modality data (MLHC 2023)☆13Updated 2 years ago
- An offical implementation of EHRDiff [TMLR]☆26Updated last year
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆15Updated 2 weeks ago
- A Paper collection for LLM based Patient Simulators☆47Updated last month
- EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images, NeurIPS 2023 D&B☆82Updated last year
- A curated collection of cutting-edge research at the intersection of machine learning and healthcare. This repository will be actively ma…☆30Updated 3 months ago
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆25Updated last year
- NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records☆39Updated last month
- ☆39Updated last week
- "Knowledge Graph-based Question Answering with Electronic Health Records", accepted at Machine Learning for Health Care (MLHC) 2021☆36Updated last year
- ☆22Updated 3 years ago
- Training HuggingFace models on EHR data☆28Updated 2 weeks ago
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆69Updated 3 weeks ago
- ICLR 2023 paper - ManyDG - Dataset processing and mode codes☆24Updated last year
- Learning clinical-decision rules with interpretable models.☆20Updated last year
- ☆27Updated 6 months ago
- Source code for a comprehensive analysis of MTL over EHR timeseries data.☆37Updated 2 years ago