pyhealth
Pass
Audited by Gen Agent Trust Hub on Nov 6, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides a comprehensive environment and documentation for PyHealth, a well-known open-source library from the University of Illinois Urbana-Champaign (UIUC) Sun Lab for clinical machine learning.
- [EXTERNAL_DOWNLOADS]: The skill guides the user to install the
pyhealthpackage and its standard dependencies (PyTorch, NumPy, pandas, scikit-learn) using standard Python package managers. - [COMMAND_EXECUTION]: The provided code snippets demonstrate local operations for loading medical datasets (MIMIC-III/IV, eICU, OMOP), preprocessing features, and training clinical models. All execution is consistent with the stated purpose of healthcare AI development.
- [DATA_EXFILTRATION]: There is no evidence of unauthorized data transmission. The skill operates on local datasets and uses standard metrics and visualization tools without external exfiltration patterns.
Audit Metadata