Michael Park

Structured deep embedding model to generate composite clinical indices from electronic health records for early detection of pancreatic cancer

2022 · Patterns

The high-dimensionality, complexity, and irregularity of electronic health records (EHR) data create significant challenges for both simplified and comprehensive health assessments, prohibiting an efficient extraction of actionable insights by clinicians. If we can provide human …