Leveraging computational linguistics and machine learning for detection of ultra-high risk of mental health disorders in youths

Abstract Mental illnesses often manifest through behavioral changes, with speech serving as a key medium for expressing thoughts and emotions. The use of computational linguistics on speech data in mental illnesses is a promising approach to uncover objective biomarkers for the early detection of me...

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Bibliographic Details
Main Authors: Jordon Junyang Kho, Shangzheng Song, Samuel Ming Xuan Tan, Nur Hikmah Fitriyah, Matheus Calvin Lokadjaja, Jie Yin Yee, Zixu Yang, Eric Yu Hai Chen, Jimmy Lee, Wilson Wen Bin Goh
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Schizophrenia
Online Access:https://doi.org/10.1038/s41537-025-00649-3
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