Selecting the Most Important Features for Predicting Mild Cognitive Impairment from Thai Verbal Fluency Assessments

Selecting the Most Important Features for Predicting Mild Cognitive Impairment from Thai Verbal Fluency Assessments

Mild cognitive impairment (MCI) is an early stage of cognitive decline or memory loss, commonly found among the elderly. A phonemic verbal fluency (PVF) task is a standard cognitive test that participants are asked to produce words starting with given letters, such as “F” in English and “ก” /k/ in T...

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Bibliographic Details
Main Authors: Suppat Metarugcheep, Proadpran Punyabukkana, Dittaya Wanvarie, Solaphat Hemrungrojn, Chaipat Chunharas, Ploy N. Pratanwanich
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
MoCA
mild cognitive impairment
phonemic verbal fluency
feature extraction
silence-based feature
similarity-based feature
Online Access:https://www.mdpi.com/1424-8220/22/15/5813

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https://www.mdpi.com/1424-8220/22/15/5813

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