Field Gap

Under-studied area: Biomarker endpoint

Over-represented in the literature

Discrimination metrics (AUC, Dice) as the terminal deliverable

Under-represented

Linkage of imaging biomarkers to patient-relevant outcomes (OS/PFS causally, QoL, treatment-decision change)

Why the gap exists

Outcome linkage requires long follow-up and trial embedding; discrimination is a one-shot computation

Open in the interactive atlas →

About this page

Curated and maintained by Resonant Labs. Reviewed by Claims are synthesized from the cited literature and graded per the Atlas methodology (about the Atlas). Last updated 2026-07-01.

This is an educational research resource from Resonant Labs, not clinical advice. Evidence grades and controversies are summarized from the literature and may change as the field evolves.