An informatics approach to examine decision-making impairments in the daily life of individuals with depression
Article in Journal of Biomedical Informatics (September 2021)
Mental Health Informatics
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Mental Health Informatics: Current Approaches
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Altmetric BadgeChapter 2 The Rise of Person-Centered Healthcare and the Influence of Health Informatics and Social Network Applications on Mental Health Care
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Altmetric BadgeChapter 3 The Changing Doctor-Patient Relationship: A Move to Anytime, Anywhere
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Altmetric BadgeChapter 4 Novel Approaches to Clinical Care in Mental Health: From Asynchronous Telepsychiatry to Virtual Reality
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Altmetric BadgeChapter 5 Speech Analysis for Mental Health Assessment Using Support Vector Machines
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Altmetric BadgeChapter 6 Social Networks and Automated Mental Health Screening
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Altmetric BadgeChapter 7 Generating Explanations from Support Vector Machines for Psychological Classifications
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Altmetric BadgeChapter 8 An Alternative Method of Analysis in the Absence of Control Group
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Altmetric BadgeChapter 9 Stress and Emotion Recognition Using Acoustic Speech Analysis
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Altmetric BadgeChapter 10 Detection and Prediction of Clinical Depression
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Altmetric BadgeChapter 11 Automated Method for Diagnosing Speech and Language Dysfunction in Schizophrenia
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Altmetric BadgeChapter 12 Suicide Risk Analysis
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Altmetric BadgeChapter 13 Using Diagnostic Information to Develop a Machine Learning Application for the Effective Screening of Autism Spectrum Disorders
Attention for Chapter 7:
Generating Explanations from Support Vector Machines for Psychological Classifications