Classifying Dysphagic Swallowing Sounds with Support Vector Machines

Classifying Dysphagic Swallowing Sounds with Support Vector Machines

Swallowing sounds from cervical auscultation include information related to the swallowing function. Several studies have been conducted on the screening tests of dysphagia. The literature shows a significant difference between the characteristics of swallowing sounds obtained from different subject...

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Bibliographic Details
Main Authors: Shigeyuki Miyagi, Syo Sugiyama, Keiko Kozawa, Sueyoshi Moritani, Shin-ichi Sakamoto, Osamu Sakai
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Healthcare
Subjects:
dysphagia
swallowing sound
machine learning
support vector machine (SVM)
Online Access:https://www.mdpi.com/2227-9032/8/2/103

Internet

https://www.mdpi.com/2227-9032/8/2/103

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