pyhealth
CommunityBuild, test, and deploy healthcare AI models.
AuthorRowtion
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the development and deployment of machine learning models for clinical data analysis, addressing the complexities of healthcare AI.
Core Features & Use Cases
- Comprehensive Toolkit: Provides tools for data loading, task definition, model selection, training, and deployment.
- Diverse Models & Datasets: Supports 33+ models and 10+ healthcare datasets (EHR, signals, images).
- Use Case: Predict patient mortality using MIMIC-IV data with an interpretable RETAIN model, then evaluate its fairness across demographic groups.
Quick Start
Use the pyhealth skill to train a mortality prediction model on MIMIC-IV data.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: pyhealth Download link: https://github.com/Rowtion/Bioclaw/archive/main.zip#pyhealth Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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