Z. Deng

OphJev: endpoint-aware System One decisions for ophthalmic imaging and clinical text

Ophthalmic decisions require probabilities tied to a clinical question, a candidate set and an operating policy. We present OphJev, an endpoint-aware System One framework that combines frozen image and text representations, candidate scoring, schema-specific calibration and selective generalist queries for fundus and O...