A Transparent Decision Support Tool in Screening for Laryngeal Disorders Using Voice and Query Data

A Transparent Decision Support Tool in Screening for Laryngeal Disorders Using Voice and Query Data

The aim of this study is a transparent tool for analysis of voice (sustained phonation /a/) and query data capable of providing support in screening for laryngeal disorders. In this work, screening is concerned with identification of potentially pathological cases by classifying subject’s data into...

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Bibliographic Details
Main Authors: Jonas Minelga, Antanas Verikas, Evaldas Vaiciukynas, Adas Gelzinis, Marija Bacauskiene
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Applied Sciences
Subjects:
decision tree
t-SNE visualization
association rules
pathological voice
Online Access:https://www.mdpi.com/2076-3417/7/10/1096

Internet

https://www.mdpi.com/2076-3417/7/10/1096

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