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환자 증례 구성(case-mix)을 고려한 위험 조정 진단 정확도 연구×코호트 연구×
분야역학역학
계열Process / pipelineProcess / pipeline
기원 연도Conceptual roots 1980s–1990s; covariate-adjusted ROC formally introduced 2009Mid-20th century (formal epidemiological design codified ~1950s)
창시자Margaret Pepe and colleagues; covariate-adjusted ROC formalized by Janes & Pepe (2009)Doll & Hill (British Doctors Study, 1951); Snow (cholera, 1854)
유형Observational clinical study design with covariate adjustmentObservational longitudinal study design
원전Pepe, M. S. (2003). The Statistical Evaluation of Medical Tests for Classification and Prediction. Oxford University Press. ISBN: 978-0198509844Rothman, K. J., Greenland, S., & Lash, T. L. (2008). Modern Epidemiology (3rd ed.). Lippincott Williams & Wilkins. ISBN: 978-0781755641
별칭case-mix-adjusted diagnostic accuracy, stratified diagnostic accuracy study, covariate-adjusted diagnostic accuracy, risk-stratified DTA studylongitudinal study, follow-up study, panel study, incidence study
관련66
요약A risk-adjusted diagnostic accuracy study evaluates how well an index test identifies a target condition while explicitly accounting for patient-level risk factors that influence either disease prevalence or test performance. By adjusting for case-mix, it yields accuracy estimates — sensitivity, specificity, and AUC — that are not confounded by the composition of the study sample, enabling fairer comparisons across populations and clinical settings.A cohort study assembles a group of individuals who share a common starting point — typically freedom from the outcome of interest — and follows them over time to observe who develops the outcome. By comparing incidence rates between exposed and unexposed subgroups, researchers can estimate relative risk and absolute risk differences. Cohort studies are the gold-standard observational design for measuring disease incidence and establishing temporal relationships between exposure and outcome.
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