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