Noam Raiter, Renata Husnudinov, Kaitlyn Mazza, Larkin Lamarche
TikTok Promotes Diet Culture and Negative Body Image Rhetoric: A Content Analysis
Journal of nutrition education and behavior
cervical auscultation simple noninvasive method diagnosing dysphagia although reliability method largely depends subjectivity experience evaluator recently developed methods automatic detection swallowing sounds facilitate rough automatic diagnosis dysphagia although reliable method detection specialized peculiar feature patterns swallowing sounds actual clinical conditions established investigated novel approach automatically detecting swallowing sounds method wherein basic statistics dynamic features extracted based acoustic features mel frequency cepstral coefficients mel frequency magnitude coefficients ensemble learning model combining support vector machine multilayer perceptron applied evaluation effectiveness proposed method based swallowingsounds database synchronized video fluorographic swallowing study compiled 74 advancedage patients dysphagia demonstrated outstanding performance achieved f1micro average approximately 092 accuracy 9520 method proven effective current clinical recording database suggests significant advancement objectivity cervical auscultation however validating efficacy databases crucial confirming broad applicability potential impact