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...

Full description

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

Similar Items

Similar Items