A machine learning-based linguistic battery for diagnosing mild cognitive impairment due to Alzheimer’s disease

Sylvester Olubolu Orimaye; Karl Goodkin; Ossama Abid Riaz; Jean-Maurice Miranda Salcedo; Thabit Al-Khateeb; Adeola Olubukola Awujoola; Patrick Olumuyiwa Sodeke

doi:10.1371/journal.pone.0229460

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Open Access

Peer-reviewed

Research Article

A machine learning-based linguistic battery for diagnosing mild cognitive impairment due to Alzheimer’s disease

Sylvester Olubolu Orimaye ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Writing – original draft

* E-mail: orimaye@etsu.edu

Affiliations Department of Health Services Management and Policy, College of Public Health, East Tennessee State University, Johnson City, TN, United States of America, Psychiatry Research Division, Department of Psychiatry and Behavioral Sciences, Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States of America

http://orcid.org/0000-0001-7678-8680

⨯
Karl Goodkin,

Roles Investigation, Project administration, Resources, Supervision, Writing – review & editing

Affiliation Psychiatry Research Division, Department of Psychiatry and Behavioral Sciences, Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States of America
⨯
Ossama Abid Riaz,

Roles Project administration, Writing – review & editing

Affiliation Psychiatry Research Division, Department of Psychiatry and Behavioral Sciences, Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States of America
⨯
Jean-Maurice Miranda Salcedo,

Roles Writing – review & editing

Affiliation Psychiatry Research Division, Department of Psychiatry and Behavioral Sciences, Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States of America
⨯
Thabit Al-Khateeb,

Roles Writing – review & editing

Affiliation Psychiatry Research Division, Department of Psychiatry and Behavioral Sciences, Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States of America
⨯
Adeola Olubukola Awujoola,

Roles Writing – review & editing

Affiliation Psychiatry Research Division, Department of Psychiatry and Behavioral Sciences, Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States of America
⨯
Patrick Olumuyiwa Sodeke

Roles Writing – review & editing

Affiliation Psychiatry Research Division, Department of Psychiatry and Behavioral Sciences, Quillen College of Medicine, East Tennessee State University, Johnson City, TN, United States of America
⨯

A machine learning-based linguistic battery for diagnosing mild cognitive impairment due to Alzheimer’s disease

Sylvester Olubolu Orimaye,
Karl Goodkin,
Ossama Abid Riaz,
Jean-Maurice Miranda Salcedo,
Thabit Al-Khateeb,
Adeola Olubukola Awujoola,
Patrick Olumuyiwa Sodeke

Published: March 5, 2020
https://doi.org/10.1371/journal.pone.0229460

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Alzheimer's disease
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Memory
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