A customizable pipeline for data extraction from MIMIC-IV.
-
Updated
Jan 6, 2024 - Jupyter Notebook
A customizable pipeline for data extraction from MIMIC-IV.
Toolkit for evaluating and monitoring AI models in clinical settings
Code for the paper: Multi-Label Clinical Time-Series Generation via Conditional GAN (IEEE TKDE)
OMOP standardization pipeline for ICU databases
🧪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
Data Science & Machine Learning Project applied to Healthcare
Research Methodology Project
Predicting length of stay in hospitals intensive care unit using MIMIC IV
A toolkit for developing foundation models using Electronic Health Record (EHR) data.
Official repo for "Characterizing Stigmatizing Language in Medical Records" (ACL 2023)
Descriptive & prescriptive analysis of the effects of Vasoconstrictive medication via MIMIC's database using Targeted Maximum Likelihood Estimation for Causal Inference & ML techniques
mimic4fhir converts data from MIMIC IV database (PostgreSQL) to HL7 FHIR R4 resources or the German Medical Informatics Initiative core data sets.
[arXiv'24] The official implementation code of LEADER.
Embeddings generation from MIMIC-IV and MIMIC-CXR
A CLI tool for extracting event logs out of MIMIC Databases.
TemporAI-MIVDP: Adaptation of MIMIC-IV-Data-Pipeline for TemporAI
Patient Discharge Classification based on the Hospital Treatment Process (ICPM 2021)
Team Cyan's function toolbox for exploring databases
Towards a CKD (Chronic Kidney Disease) dataset.
Add a description, image, and links to the mimic-iv topic page so that developers can more easily learn about it.
To associate your repository with the mimic-iv topic, visit your repo's landing page and select "manage topics."