suspicion-of-infection
CommunityIdentify suspected infections via antibiotic data.
Education & Research#clinical-research#sepsis#infection#mimic-iv#antibiotics#cultures#data-derivation
Authorhannesill
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This concept identifies when clinicians suspected infection based on antibiotic administration and culture timing, enabling cohort construction for Sepsis-3 and infection research.
Core Features & Use Cases
- Detect suspected infection events by linking antibiotic administrations to culture collections within defined windows (72 hours before antibiotic and 24 hours after).
- Support Sepsis-3 cohorts, antibiotic stewardship studies, time-to-treatment analyses, and infection onset timing research.
- Provide dataset-agnostic guidance for implementing the infection-suspicion logic across MIMIC-IV, eICU, and similar ICU datasets.
Quick Start
Run the suspicion_of_infection workflow on your dataset to identify suspected infection events by matching antibiotic administrations with cultures within the defined windows.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 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: suspicion-of-infection Download link: https://github.com/hannesill/m4/archive/main.zip#suspicion-of-infection Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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