A Fast and Minimal System to Identify Depression Using Smartphones: Explainable Machine Learning–Based Approach

BackgroundExisting robust, pervasive device-based systems developed in recent years to detect depression require data collected over a long period and may not be effective in cases where early detection is crucial. Additionally, due to the requirement of running systems in th...

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Bibliographic Details
Main Authors: Md Sabbir Ahmed, Nova Ahmed
Format: Article
Language:English
Published: JMIR Publications 2023-08-01
Series:JMIR Formative Research
Online Access:https://formative.jmir.org/2023/1/e28848