Language patterns in Japanese patients with Alzheimer disease: A machine learning approach

• Published in: Psychiatry and clinical neurosciences Vol. 77; no. 5; pp. 273 - 281
• Main Authors: Momota, Yuki, Liang, Kuo‐ching, Horigome, Toshiro, Kitazawa, Momoko, Eguchi, Yoko, Takamiya, Akihiro, Goto, Akiko, Mimura, Masaru, Kishimoto, Taishiro
• Format: Journal Article
• Language: English
• Published: Melbourne John Wiley & Sons Australia, Ltd 01.05.2023; Wiley Subscription Services, Inc
• Subjects: Alzheimer Disease; Alzheimer's disease; dementia; East Asian People; Humans; Language; Language Disorders - etiology; Learning algorithms; Machine Learning; Middle Aged; Natural language processing; Neurodegenerative diseases; Regular; Speech; speech‐language pathology; dementia; natural language processing; machine learning; Alzheimer disease; speech-language pathology

Aim The authors applied natural language processing and machine learning to explore the disease‐related language patterns that warrant objective measures for assessing language ability in Japanese patients with Alzheimer disease (AD), while most previous studies have used large publicly available da...