This study used prospectively collected multicenter observational studies of ischemic stroke patients to develop and validate the ML algorithms for predicting the patient-specific risk of functional impairment. These data sources are described as follows, and the ethics approval were sought from the University of Calgary Conjoint Health Research Ethics Board (REB14-2012 and REB14-2015).
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