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We introduce new binocular accuracy measures as alternatives to conventional marginal measures that can be used to evaluate screening tests in diagnostic studies involving paired organs (e.g. eyes and ears). Specifically, we consider screening studies based on a cross‐sectional design, where both diagnosis and disease status are determined after study enrolment or sampling, yielding paired binocular...