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Author

William R. G. Perry

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#artificial intelligence Preprint Oct 2026

GraphBEAT: Graph-based Bucketized Event Aggregation Over Time for Early Risk Stratification of Gastrointestinal Cancers

Longitudinal electronic health records (EHRs) contain complementary diagnostic and laboratory information about patient health. However, irregularity, sparsity, heterogeneity, and incompleteness in documentation complicate EHR modeling. To address the problem, we introduce GraphBEAT (Graph-based Bucketized Event Aggreg...

L. Li-Han, Chris Varghese, Elizabeth Habermann et al. · 0 citations
Review Sep 2026

Measuring Symptom Severity and Health-Related Quality-of-Life with Hemorrhoid Treatments: Systematic Review.

BACKGROUND Hemorrhoids are common and relief anchors on symptom improvement. Despite several available treatment options, the optimal patient-reported outcome measure for contemporary clinical trials is not established. OBJECTIVE We aimed to systematically assess patient-reported outcome measures that measure hemorrh...

Marquise Soto, Vamshek J. Srinivasan, William R. G. Perry et al. · 0 citations

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