[HTML][HTML] Mental health monitoring with multimodal sensing and machine learning: A survey
Personal and ubiquitous sensing technologies such as smartphones have allowed the
continuous collection of data in an unobtrusive manner. Machine learning methods have …
continuous collection of data in an unobtrusive manner. Machine learning methods have …
A review of emotion recognition methods based on data acquired via smartphone sensors
In recent years, emotion recognition algorithms have achieved high efficiency, allowing the
development of various affective and affect-aware applications. This advancement has taken …
development of various affective and affect-aware applications. This advancement has taken …
Moodscope: Building a mood sensor from smartphone usage patterns
We report a first-of-its-kind smartphone software system, MoodScope, which infers the mood
of its user based on how the smartphone is used. Compared to smartphone sensors that …
of its user based on how the smartphone is used. Compared to smartphone sensors that …
Towards measuring stress with smartphones and wearable devices during workday and sleep
A Muaremi, B Arnrich, G Tröster - BioNanoScience, 2013 - Springer
Work should be a source of health, pride, and happiness, in the sense of enhancing
motivation and strengthening personal development. Healthy and motivated employees …
motivation and strengthening personal development. Healthy and motivated employees …
Wearable devices for precision medicine and health state monitoring
Wearable technologies will play an important role in advancing precision medicine by
enabling measurement of clinically-relevant parameters describing an individual's health …
enabling measurement of clinically-relevant parameters describing an individual's health …
Emma: An emotion-aware wellbeing chatbot
The delivery of mental health interventions via ubiquitous devices has shown much promise.
A conversational chatbot is a promising oracle for delivering appropriate just-in-time …
A conversational chatbot is a promising oracle for delivering appropriate just-in-time …
Bewell: Sensing sleep, physical activities and social interactions to promote wellbeing
Smartphone sensing and persuasive feedback design is enabling a new generation of
wellbeing apps capable of automatically monitoring multiple aspects of physical and mental …
wellbeing apps capable of automatically monitoring multiple aspects of physical and mental …
Using smart phone mobility traces for the diagnosis of depressive and manic episodes in bipolar patients
In this paper we demonstrate how smart phone sensors, specifically inertial sensors and
GPS traces, can be used as an objective" measurement device" for aiding psychiatric …
GPS traces, can be used as an objective" measurement device" for aiding psychiatric …
Personality sensing for theory development and assessment in the digital age
People around the world own digital media devices that mediate and are in close proximity
to their daily behaviours and situational contexts. These devices can be harnessed as …
to their daily behaviours and situational contexts. These devices can be harnessed as …
Emotions in context: examining pervasive affective sensing systems, applications, and analyses
Pervasive sensing has opened up new opportunities for measuring our feelings and
understanding our behavior by monitoring our affective states while mobile. This review …
understanding our behavior by monitoring our affective states while mobile. This review …