Explainable AI for predicting cardiovascular outcomes using EHRs

“By 2025, graph technologies will be used in 80% of data and analytics innovations, up from 10% in 2021, facilitating rapid decision making across the enterprise.”

Gartner’s Top 10 Tech Trends in Data and Analytics

This manuscript from PLOS Digital Health is a timely article on the concept of a clinician-friendly tool using artificial intelligence methodologies that are explainable.

The methodology is a massively scalable comorbidity discovery method called Poisson Binomial based Comorbidity discovery, or PBC. PBC is used to analyze a health system’s electronic health records – with…