Rosane Sampaio Santos

Machine learning–based screening tool for predicting the risk of oropharyngeal dysphagia in patients with ischemic stroke

Machine Learning models showed promise for dysphagia screening post-stroke, with Gradient Boosting, CatBoost, and Logistic Regression showing strong clinical potential for decision support and early referral.