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Depression screening using mobile phone usage metadata: a machine learning approach.

Journal of the American Medical Informatics Association : JAMIA 31977041
OBJECTIVE: Depression is currently the second most significant contributor to non-fatal disease burdens globally. While it is treatable, depression remains undiagnosed in many cases. As mobile phones have now become an integral part of daily life, th...
Adult Algorithms Area Under Curve Cell Phone Use Depression Depressive Disorder Humans Logistic Models Machine Learning Mobile Applications Neural Networks, Computer Sensitivity and Specificity Severity of Illness Index Surveys and Questionnaires Telemedicine
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