shan23chen / Cross-CareLinks
Cross-Care
☆11Updated last year
Alternatives and similar repositories for Cross-Care
Users that are interested in Cross-Care are comparing it to the libraries listed below
Sorting:
- Training HuggingFace models on EHR data☆27Updated 2 weeks ago
- Repository for the paper 'MDS-ED: Multimodal Decision Support in the Emergency Department – a benchmark dataset based on MIMIC-IV'.☆19Updated 2 months ago
- Large Language Models to Identify Social Determinants of Health in Electronic Health Records | Paper: https://www.nature.com/articles/s41…☆45Updated last year
- public code repository for paper "Health system scale language models are general purpose clinical prediction engines"☆113Updated last year
- UniHPF : Universal Healthcare Predictive Framework with Zero Domain Knowledge☆13Updated last year
- ☆72Updated 4 months ago
- Resources for Machine Learning Explainability☆80Updated 10 months ago
- Patient Code & Text Representation Learning☆20Updated 2 years ago
- [NeurIPS 2024 D&B] Official code for "EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries"☆33Updated 6 months ago
- ☆22Updated last month
- Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.☆83Updated 2 years ago
- FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health record…☆149Updated this week
- This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publicat…☆127Updated 2 years ago
- Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…☆113Updated 2 weeks ago
- A customizable pipeline for data extraction from MIMIC-IV.☆241Updated last year
- A simple set of MEDS polars-based ETL and transformation functions☆33Updated last week
- 🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…☆72Updated this week
- NeurIPS'24 DB (Spotlight) | Instruction Tuning Large Language Models to Understand Electronic Health Records☆37Updated last week
- ☆31Updated 2 years ago
- A benchmark for few-shot evaluation of foundation models for electronic health records (EHRs)☆178Updated last month
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆38Updated 9 months ago
- ☆41Updated last year
- Limited automatic tabular ML pipelines for generic MEDS datasets.☆17Updated last month
- Code repository for the framework to engage in clinical decision making task using the MIMIC-CDM dataset.☆38Updated 5 months ago
- source codes based on PyTorch to analyze EHR☆142Updated last year
- The code for the paper "MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement"☆20Updated last year
- ☆26Updated 5 months ago
- Schema definitions and Python types for Medical Event Data Standard, a standard for medical event data such as EHR and claims data☆66Updated 2 months ago
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆33Updated last month
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆19Updated last year