paulhager / MIMIC-Clinical-Decision-Making-FrameworkLinks
Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.
☆44Updated 8 months ago
Alternatives and similar repositories for MIMIC-Clinical-Decision-Making-Framework
Users that are interested in MIMIC-Clinical-Decision-Making-Framework are comparing it to the libraries listed below
Sorting:
- Code repository to create the MIMIC-CDM Dataset.☆39Updated 8 months ago
- Code repository to analyse the performance and results of selected LLMs using the MIMIC CDM dataset.☆20Updated 8 months ago
- Training HuggingFace models on EHR data☆30Updated 2 months ago
- Repo for the pape Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions☆42Updated 2 months ago
- INSPECT dataset/benchmark paper, accepted by NeurIPS 2023☆40Updated 4 months ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆34Updated 8 months ago
- Official implementation for NeurIPS'24 paper: MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making☆195Updated 10 months ago
- ☆43Updated last year
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆134Updated last month
- A survey on data-centric foundation models in healthcare.☆77Updated 8 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…☆88Updated last year
- ☆77Updated 7 months ago
- A curated collection of cutting-edge research at the intersection of machine learning and healthcare. This repository will be actively ma…☆32Updated 5 months ago
- ☆21Updated 3 years ago
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆38Updated last year
- PMC-Patients☆101Updated last year
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆47Updated last year
- [NeurIPS 2022] Code for "Retrieve, Reason, and Refine: Generating Accurate and Faithful Discharge/Patient Instructions"☆34Updated last year
- DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models (NeurIPS 2024 D&B Track)☆22Updated 7 months ago
- Expert-Curated Oncology Reports to Advance Language Model Inference☆29Updated last year
- public code repository for paper "Health system scale language models are general purpose clinical prediction engines"☆117Updated 2 years ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆19Updated last year
- [EMNLP2024] Benchmark for "Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark"☆30Updated 3 weeks ago
- A novel medical large language model family with 13/70B parameters, which have SOTA performances on various medical tasks☆161Updated 8 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
- For Med-Gemini, we relabeled the MedQA benchmark; this repo includes the annotations and analysis code.☆61Updated last year
- Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data☆25Updated last year
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆20Updated 5 months ago
- The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"☆21Updated last year
- Deep Generative Modelling of Patient Timelines using Electronic Health Records☆64Updated 3 months ago