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Chapter 8

Early Identification of Mental Health Disorder Employing Machine Learning-based Secure Edge Analytics

A Real-time Monitoring System

Naveen Kumar Oburi, Tahrat Tazrin, Akshai Ramesh, Prem Sagar, and Sadman Sakib

Lakehead University, Canada

Mostafa M. Fouda

Idaho State University, USA

Zubair Md Fadlullah

Lakehead University, CanadaThunder Bay Regional Health Research Institute (TBRHRI), Canada

CONTENTS

8.1 Introduction

8.2 Traditional Methods Implemented in Edge Computing

8.3 Secure Analytics of Smart Healthcare at the Edge

8.4 Related Work: Overview of Mobile Applications for Mental Health

8.4.1 Anxiety Reliever

8.4.2 Anxiety Coach

8.4.3 Breath2Relax

8.4.5 Head Space

8.4.6 Mindshift

8.4.8 Panic Relief ...

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