pyhealth - Develop healthcare AI with PyHealth
Provides datasets, clinical tasks, models, preprocessing, training, evaluation, and deployment tools for healthcare machine learning.
Tags
Updated: 2026-10-03Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Load healthcare datasets
- Define clinical tasks
- Select healthcare models
- Preprocess clinical data
- Train prediction models
- Evaluate clinical models
- Translate medical codes
- Calibrate model predictions
- Interpret model predictions
Inputs
- Healthcare datasets
- Clinical prediction objectives
- Clinical data
- Medical codes
- Model configurations
- Training settings
Outputs
- Processed datasets
- Trained models
- Model checkpoints
- Clinical predictions
- Evaluation metrics
- Translated medical codes
- Calibrated predictions
- Interpretation results
Requirements
- Python 3.7 or later
- PyTorch 1.8 or later
- NumPy
- pandas
- scikit-learn