Use Cases#

We provide a set of use cases to demonstrate the capabilities of the PyHealth library. These use cases are designed to be run in a Jupyter notebook, and are intended to be used as a starting point for your own analyses.

Use Cases

Link

Chest X-ray Image Generation with GAN

Notebook

Chest X-ray Image Classification with GNN

Notebook

Interpret Transformer with Self Attention Token Relevance

Notebook

Pre-trained Knowledge Graph Embedding (on UMLS)

Notebook

Medical Concept Word Embedding Retrieval (HuggingFace)

Notebook

Medical Concept Word Embedding Retrieval (OpenAI)

Notebook