Nature

Development and validation of a machine learning-based risk prediction model for post-stroke cognitive impairment

Machine learning (ML) risk prediction models for post-stroke cognitive impairment (PSCI) are still far from optimal. This study aims to generate a reliable predictive model for predicting PSCI in ...
Nature

Machine learning-based prediction model for post-stroke cerebral-cardiac syndrome: a risk stratification study

Cerebral-cardiac syndrome (CCS) is a severe cardiac complication following acute ischemic stroke, often associated with adverse outcomes. This study developed and validated a machine learning (ML) ...