Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning.

Personal Sensing : Understanding Mental Health Using Ubiquitous Sensors and Machine Learning RUNNING TITLE : Personal Sensing for Mental Health

Longitudinal Ambient Mobile Sensor Monitoring for TCM-oriented Healthcare Assessments: Framework, Challenges and Applications

Recently healthcare using information technology progressed with the maturity of tele-health monitoring services through Internet, and the emergence of mobile apps on smartphone s that are geared towards recording inputs of intakes (e.g. calories, fat, amount of water etc.), as well as monitoring one’s activity levels (e.g. number of steps walked) and emotion states, for inferring one’s health ...

Tackling Mental Health by Integrating Unobtrusive Multimodal Sensing

Mental illness is becoming a major plague in modern societies and poses challenges to the capacity of current public health systems worldwide. With the widespread adoption of social media and mobile devices, and rapid advances in artificial intelligence, a unique opportunity arises for tackling mental health problems. In this study, we investigate how users’ online social activities and physiol...

Assessing Wellness by Sensing Everyday Activities and Interactions

In this paper, we describe our vision of using wearable sensors to simultaneously track people’s physical and social activities. We believe this will enable us to assess the overall well-being of individuals more easily. We present our initial work in capturing and modeling the social network, interactions, and physical activities automatically using multi-modal sensors. INTRODUCTION The overal...

Identification Psychological Disorders Based on Data in Virtual Environments Using Machine Learning

Introduction: Psychological disorders is one of the most problematic and important issue in today's society. Early prognosis of these disorders matters because receiving professional help at the appropriate time could improve the quality of life of these patients. Recently, researches use social media as a form of new tools in identifying psychological disorder. It seems that through the use of...