tasks
PyHealth provides 20+ predefined clinical prediction tasks for common healthcare AI applications. Each task function transforms raw patient data into structured input-output pairs for model training.
- Skills
- Scientific
- 0
What it does and how to use it
A skill that teaches Claude Code to do scientific tasks well. It is packaged knowledge the model uses whenever it is relevant.
- Install the skill (command above).
- In Claude Code, describe what you need - the skill turns on by itself when the context fits.
- No commands to memorize: you talk in plain language and the skill does the rest.
Install (Claude Code)
mkdir -p .claude/skills/tasks && curl -fsSL https://doutorai.pt/data/lib/skills__tasks.md -o .claude/skills/tasks/SKILL.mdPaste this command into the terminal, in your project folder, and the component installs automatically.
Content
# PyHealth Clinical Prediction Tasks
## Overview
PyHealth provides 20+ predefined clinical prediction tasks for common healthcare AI applications. Each task function transforms raw patient data into structured input-output pairs for model training.
## Task Function Structure
All task functions inherit from `BaseTask` and provide:
- **input_schema**: Defines input features (diagnoses, medications, labs, etc.)
- **output_schema**: Defines prediction targets (labels, values)
- **pre_filter()**: Optional patient/visit filtering logic
**Usage Pattern:**
```python
from pyhealth.datasets import
- 🔒 Full content on the Pro plan (€7.99/month) -Need help with Claude Code?
Ask Dr AI - it explains things simply.
Need a tailor-made solution?
Not sure where to start with AI in your business? Get a free assessment and a tailored plan - no commitment.
Save hours every week with AI, no hassle
Doutor AI gives you 1,859 ready-to-copy AI prompts, by industry and in plain English - plus a complete technical library for those who want to go further.