Hypothesis and TheoryPublished 7 October 2026Single-image performance alone does not establish longitudinal technical performance: a paired-error framework for artificial intelligence-enabled quantitative imagingHunter Colson · Manuel ValdebranFrontiers in Imagingdoi 10.3389/fimag.2026.1976334