Harnessing context sensing to develop a mobile intervention for depression.

ABSTRACT:

Background

Mobile phone sensors can be used to develop context-aware systems that automatically detect when patients require assistance. Mobile phones can also provide ecological momentary interventions that deliver tailored assistance during problematic situations. However, such approaches have not yet been used to treat major depressive disorder.

Objective

The purpose of this study was to investigate the technical feasibility, functional reliability, and patient satisfaction with Mobilyze!, a mobile phone- and Internet-based intervention including ecological momentary intervention and context sensing.

Methods

We developed a mobile phone application and supporting architecture, in which machine learning models (ie, learners) predicted patients' mood, emotions, cognit

SUBMITTER: Burns MN 

PROVIDER: S-EPMC3222181 | biostudies-literature | 2011 Aug

REPOSITORIES: biostudies-literature