Currently submitted to: Journal of Medical Internet Research
Date Submitted: Apr 16, 2026
Open Peer Review Period: Apr 17, 2026 - Jun 12, 2026
(currently open for review)
Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.
Artificial Intelligence–Powered Decision Support for Prostate Cancer: A Patient-Question–Driven Multimodal Integration Platform
ABSTRACT
We developed and validated a patient-question–driven multimodal platform that maps natural language clinical queries to ten validated prostate cancer prediction models across five decision stages, achieving a correct model invocation rate of 96% (96/100) across 100 simulated scenarios.
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