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Öğe A machine learning-based approach for predicting surgeons' subjective experience and skill levels: neuroimaging study(OXFORD UNIV PRESS, 2021) Keleş, Hasan Onur; Cengiz, Canberk; Demiral, İrem; Özmen, Mehmet Mahir; Omurtag, AhmetMeasuring cognitive load is important for surgical education and patient safety. Traditional approaches of measuring cognitive load of surgeons utilise behavioural metrics to measure performance and surveys and questionnaires to collect reports of subjective experience