GrowSmart

This App presents an end-to-end pipeline for pediatric obesity prediction. It supports the entire process of data extraction, inference, and communication via an API or a user interface. Some highlights:

✓ Only routinely collected pediatric EHR concepts are used.

✓ The list of concepts is derived from an expert-curated list of medical concepts.

✓ The underlying predictive AI model has been extensively evaluated and validated across different times and locations.

✓ The user interface is the result of extensive user testing, working iteratively with 12 primary care providers.

Read more: https://proceedings.mlr.press/v259/fayyaz25a.html