Gender/sex Effects on Cognitive Recovery After Traumatic Brain Injury: A Machine Learning Analysis of Published Data

Learning Objectives:

• Recognize the value of published research as a feasible and cost-effective way to conduct secondary analyses of cognitive outcomes after traumatic brain injury
• Become aware of the steps required to prepare data from multiple studies for data analyses, including machine learning, to be in a position to investigate the effects of clinical and social parameters concurrently
• Appreciate the output of machine learning analysis and its potential to advance scientific understanding of complex outcomes that are subject to a magnitude of non-linear associations between clinical and social parameters