To evaluate the performance of machine learning (ML) models and to compare it with logistic regression (LR) technique in predicting cognitive impairment related to post intensive care syndrome (PICS-CI). We conducted a prospective observational study of
Our study had several strengths. First, the assessment of childhood hypertension was based on BP measurements across three separate occasions, minimizing the influence of white-coat hypertension (an elevated BP in the medical setting, but a normal BP out of the medical setting) and masked hyperten...
In particular, we fitted logistic regression models for all possible combinations of the five cranial morphological traits (i.e., nuchal crest, mastoid process, orbital margin, glabella, and mental eminence). This approach provided a comprehensive set of population-specific equations that can be ...