[HTML][HTML] Mental health monitoring with multimodal sensing and machine learning: A survey

E Garcia-Ceja, M Riegler, T Nordgreen… - Pervasive and Mobile …, 2018 - Elsevier
Personal and ubiquitous sensing technologies such as smartphones have allowed the
continuous collection of data in an unobtrusive manner. Machine learning methods have …

[HTML][HTML] Smartphone-based monitoring of objective and subjective data in affective disorders: where are we and where are we going? Systematic review

E Dogan, C Sander, X Wagner, U Hegerl… - Journal of medical Internet …, 2017 - jmir.org
Background Electronic mental health interventions for mood disorders have increased
rapidly over the past decade, most recently in the form of various systems and apps that are …
AA Smith, R Li, ZTH Tse - Scientific Reports, 2023 - nature.com
Wearable health sensors could monitor the wearer's health and surrounding environment in
real-time. With the development of sensor and operating system hardware technology, the …
The increasing use of electronic forms of communication presents new opportunities in the
study of mental health, including the ability to investigate the manifestations of psychiatric …