[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 …

A review of emotion recognition methods based on data acquired via smartphone sensors

A Kołakowska, W Szwoch, M Szwoch - Sensors, 2020 - mdpi.com
In recent years, emotion recognition algorithms have achieved high efficiency, allowing the
development of various affective and affect-aware applications. This advancement has taken …

Moodscope: Building a mood sensor from smartphone usage patterns

R LiKamWa, Y Liu, ND Lane, L Zhong - Proceeding of the 11th annual …, 2013 - dl.acm.org
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 …

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 …

Wearable devices for precision medicine and health state monitoring

I cheol Jeong, D Bychkov… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Wearable technologies will play an important role in advancing precision medicine by
enabling measurement of clinically-relevant parameters describing an individual's health …

Emma: An emotion-aware wellbeing chatbot

A Ghandeharioun, D McDuff… - 2019 8th …, 2019 - ieeexplore.ieee.org
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 …

Bewell: Sensing sleep, physical activities and social interactions to promote wellbeing

ND Lane, M Lin, M Mohammod, X Yang, H Lu… - Mobile Networks and …, 2014 - Springer
Smartphone sensing and persuasive feedback design is enabling a new generation of
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

A Gruenerbl, V Osmani, G Bahle, JC Carrasco… - Proceedings of the 5th …, 2014 - dl.acm.org
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 …

Personality sensing for theory development and assessment in the digital age

GM Harari, SS Vaid, SR Müller… - European Journal …, 2020 - journals.sagepub.com
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 …

Emotions in context: examining pervasive affective sensing systems, applications, and analyses

E Kanjo, L Al-Husain, A Chamberlain - Personal and Ubiquitous …, 2015 - Springer
Pervasive sensing has opened up new opportunities for measuring our feelings and
understanding our behavior by monitoring our affective states while mobile. This review …