A customizable pipeline for multimodal data extraction from MIMIC-IV!

🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109

A toolkit for evaluating and monitoring AI models in clinical settings

A toolkit for developing foundation models using Electronic Health Record (EHR) data.

OMOP standardization pipeline for ICU databases

[arXiv'24] The official implementation code of LEADER.

Code for the paper: Multi-Label Clinical Time-Series Generation via Conditional GAN (IEEE TKDE)

REMed: Retrieval-Enhanced Medical prediction model

MIMIC-IV数据库数汉化项目；ICD9、ICD10、ICD11诊断代码汉化项目；ICD9、ICD10手术操作代码汉化项目

[npj Digital Medicine 2025] Multiple Embedding Model for EHR (MEME) used for strong prediction on Emergency Department tasks

Data Science & Machine Learning Project applied to Healthcare

Predicting length of stay in hospitals intensive care unit using MIMIC IV

For local installation of MIMIC IV on a Windows machine, on Postgresql 13 and using PGAdmin

A CLI tool for extracting event logs out of MIMIC Databases.

mimic4fhir converts data from MIMIC IV database (PostgreSQL) to HL7 FHIR R4 resources or the German Medical Informatics Initiative core data sets.

Descriptive & prescriptive analysis of the effects of Vasoconstrictive medication via MIMIC's database using Targeted Maximum Likelihood Estimation for Causal Inference & ML techniques

MIMICAI - Exploring MIMIC Data Using LLM and Open-WebUI

Official repo for "Characterizing Stigmatizing Language in Medical Records" (ACL 2023)

Embeddings generation from MIMIC-IV and MIMIC-CXR

AwesomeEHR is an open-source PostgreSQL collections designed to streamline the extraction and analysis of Electronic Health Records (EHR) data from MIMIC-IV and eICU-CRD, with a particular focus on ICU critical conditions.

Research Methodology Project

SG Healthcare AI Datathon 2021 - acute kidney injury (AKI) patients requiring replacement renal therapy

Patient Discharge Classification based on the Hospital Treatment Process (ICPM 2021)

Extraction and analysis of data in the MIMIC IV database

MIMICWizard is an open-source web application that enables intuitive exploration of the MIMIC-IV critical care database by clinicians and researchers without programming expertise

No description provided.

Medical-QA-Chatbot-Using-PySpur-RAG-and-LLMs

Team Cyan's function toolbox for exploring databases

Single-file PyTorch pipeline for pathogen class prediction on MIMIC-III/IV EHR data. Hybrid Conv1D+BiLSTM+numeric model, streaming CSV ETL without pandas, ECE calibration, ROC/PR-AUC, and subgroup bias checks. Research and education only.

An open-source tool for processing the MIMIC-IV dataset