A customizable pipeline for data extraction from MIMIC-IV.

Toolkit for evaluating and monitoring AI models in clinical settings

🧪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

OMOP standardization pipeline for ICU databases

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

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

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

REMed: Retrieval-Enhanced Medical prediction model

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

Data Science & Machine Learning Project applied to Healthcare

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

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

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

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

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

Research Methodology Project

Embeddings generation from MIMIC-IV and MIMIC-CXR

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

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