MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases

⚠️ ARCHIVED ⚠️ Essential tools and utility functions to facilitate the data processing pipeline, data cleaning and data analysing of clinical data from CC-HIC

Resources for the Society of Critical Care Medicine (SCCM) Datathon

Repository for the IEEE BHI-BSN MIMIC-III Challenge

Welcome to the GitHub repo for "HMS - EEG Exploration & Neurocritical Care Journey"! Explore EEG data, understand wave patterns, and delve into conditions like LPDs, GPDs, LRDA, and GRDA.

Neurological Injury Motion Sensing (NIMS) Project

Healthcare Algorithm Laboratory

This project presents a Smart Wearable Medical Device (SWMD) – an IoT-based hand-band designed for critical care Alzheimer's patients. It features real-time GPS tracking, fall detection with caregiver alerts, emergency alert functionality, and monitoring of vital biomarkers, utilizing Firebase for data storage and synchronization.

Bridging the gap between theory and bedside practice through open-access, physiologically-weighted, evidence based, decision support tools for anesthesia and intensive care.

A domain-specific language for clinical decision support and biotech workflow automation

換算目前dopamine為多少mcg/kg/min

Clinical LLM prompt/skill toolkit for screening, scoring, safety, documentation, and clinical calculators (renal/metabolic, CV risk, ED rules, pediatrics, geriatrics, ICU severity, primary care). Covers validated tools (PHQ-9/2, GAD-7/2, PCL-5, AUDIT-C, DAST-10, C-SSRS, ASQ, PHQ-4, K6/K10, WHO-5) with multi-platform manifests and consumer bundles.

eICU workshop presented at Hack Aotearoa

AI-based system for real-time battlefield triage and medical decision support.

Kompendium des CCCA

An AI-powered emergency trauma management training platform based on ETM/ATLS XABCDE framework, featuring interactive clinical case simulations with real-time dynamic feedback.

Production-grade ML system predicting ICU 30-day readmission risk (MIMIC-IV, 48K patients). Complete pipeline: data cleaning → feature engineering (181 features) → LightGBM (0.79 AUC) → deployed Streamlit app. Healthcare AI portfolio project.

Analysis code: heart-rate complexity (AC1 & Euler characteristic) as early-warning signals for septic shock — MIMIC-IV v3.1 discovery + eICU-CRD v2.0 external validation

Code and data for the manuscript "Transcriptomic clustering of critically ill COVID-19 patients"

⚙️ Build and train flexible generative recommendation models with modular tools, multi-GPU support, and integration with Hugging Face and LlamaFactory.