Build healthcare machine learning pipelines
pyhealthskillsetup L3★27,559
K-Dense-AI/scientific-agent-skills ↗What it does
Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging dataset
Best for
Using pyhealth when it is the specialized tool
Inputs
- · Gene/disease/drug identifier
- · Metrics query or spec
- · EHR/clinical datasets
Outputs
- · .pptx file
- · Graph relationships
- · Dashboard JSON
- · Trained model
Requires
- · PyTorch
- · Python
- · HTTP API
Preconditions
- · Python environment
- · Required packages
- · API credentials
- · Pre-trained model
Failure modes
- · Invalid format
- · Auth failure
Trust signals
- · From established skill repo
- · Versioned/documented
- · Includes best practices
- · Practical patterns