RetinaGuard: Risk-Controlled Agentic Triage for Multi-Disease Retinal Screening

arXiv cs.AI · Sohaib Sulman, Muhammad Atif Saeed, Akhtar Jamil, Alaa Ali Hameed, Roland Aydin · 14h ago

arXiv:2611.10689v1 Announce Type: new Abstract: Retinal screening programmes need to know which automated decisions can be accepted without review. This paper presents RetinaGuard, an agentic triage framework in which quality, diagnostic, uncertainty, verification and explanation agents gather evidence for each…

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