A machine learning-based approach for predicting surgeons' subjective experience and skill levels: neuroimaging study
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CitationKeles, H. O., Cengiz, C., Demiral, I., Ozmen, M. M., & Omurtag, A. (2021). 155 A Machine Learning-Based Approach for Predicting Surgeons’ Subjective Experience and Skill Levels: Neuroimaging Study. British Journal of Surgery, 108(Supplement_6), znab259-595.
Measuring 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