dustn1259 / EHRCon
Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
☆20Updated 7 months ago
Alternatives and similar repositories for EHRCon:
Users that are interested in EHRCon are comparing it to the libraries listed below
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆29Updated 2 months ago
- ☆14Updated 7 months ago
- Medical multi-modal learning with missing modality data (MLHC 2023)☆13Updated last year
- REMed: Retrieval-Enhanced Medical prediction model☆17Updated 2 months ago
- EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images, NeurIPS 2023 D&B☆75Updated 8 months ago
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆19Updated 2 weeks ago
- Code repository to create the MIMIC-CDM Dataset.☆28Updated last month
- Official repository of "EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records" (ACL 2024 Fi…☆15Updated 8 months ago
- NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records☆30Updated 3 months ago
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆34Updated last month
- [EMNLP'24] EHRAgent: Code Empowers Large Language Models for Complex Tabular Reasoning on Electronic Health Records☆85Updated 2 months 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…☆82Updated 6 months ago
- [NeurIPS 2024 Datasets and Benchmark Track Oral] MedCalc-Bench: Evaluating Large Language Models for Medical Calculations☆48Updated 2 months ago
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆18Updated 11 months ago
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆30Updated 6 months ago
- This repo contains the core codes for the paper "Deep Reinforcement Learning for Cost-Effective Medical Diagnosis".☆10Updated last year
- The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"☆18Updated 10 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
- DescEmb - Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding☆21Updated 11 months ago
- An offical implementation of EHRDiff [TMLR]☆25Updated 9 months ago
- Limited automatic tabular ML pipelines for generic MEDS datasets.☆14Updated last month
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆20Updated last year
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆28Updated last year
- ☆28Updated 3 months ago
- Clinical NLP Shared Task @ NAACL'24☆30Updated last month
- Taking off-the-shelf HuggingFace models and training them on EHR data☆15Updated 2 weeks ago
- Code for "A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models"☆13Updated 7 months ago
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆14Updated this week
- A curated collection of cutting-edge research at the intersection of machine learning and healthcare. (This repository will be maintained…☆20Updated this week
- General Healthcare Predictive Framework☆15Updated last week