apache-iv-score
CommunityCompute APACHE IV scores for ICU risk.
Authorhannesill
Version1.0.0
Installs0
System Documentation
What problem does it solve?
APACHE IV scoring provides hospital mortality risk estimates for ICU patients, enabling clinicians and researchers to benchmark performance and calibrate studies. It clarifies when to apply pre-computed scores (eICU) versus custom mappings for MIMIC-IV, and highlights limitations of diagnosis mapping and data extraction.
Core Features & Use Cases
- Pre-computed scores in eICU: use existing apachepatientresult where available, or derive scores through mapping in MIMIC-IV.
- Severity assessment & benchmarking: supports ICU mortality prediction, cohort characterization, and cross-dataset comparisons.
- Implementation guidance: explains when full SQL/ETL implementation is feasible versus using pre-computed scores, and discusses data requirements.
Quick Start
Input the patient's first 24-hour physiology data, age, and chronic conditions to compute the APACHE IV score.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: apache-iv-score Download link: https://github.com/hannesill/m4/archive/main.zip#apache-iv-score Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.