Robust remote detection of depressive tendency based on keystroke dynamics and behavioural characteristics

Robust remote detection of depressive tendency based on keystroke dynamics and behavioural characteristics

Abstract Depressive Disorder (DD) is a leading cause of disability worldwide. Screening tools for detecting DD symptoms are essential for monitoring and efficient managing. Remarkably, individuals’ kinetic activities, including their interaction with touchscreen smartphones, can be a proxy for their...

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Bibliographic Details
Main Authors: Ruba Fadul, Aamna AlShehhi, Leontios Hadjileontiadis
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Depression disease
Keystroke dynamics
Typing
Remote screening
Detection
Machine learning
Online Access:https://doi.org/10.1038/s41598-024-78489-x
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