Article

A Governance-Driven, Real-World Data-Calibrated Health Informatics Framework for Longitudinal Utilization Forecasting in Oncology and Complex Chronic Conditions

2026-02-26

Abstract excerpt

<h4>Background</h4> Healthcare utilization forecasting systems are often derived from static, annualized market share assumptions that fail to represent real-world treatment dynamics. Such approaches systematically misestimate future utilization by ignoring longitudinal treatment sequencing, discontinuation with surveillance, recurrence-driven re-entry, and provider adoption dynamics. <h4>Objective</h4> This stu...

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Literature Corpus work: c9d15ac0-b1e5-5b37-81b2-60f370abb333
DOI: 10.64898/2026.02.23.26346919

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