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Mental Health Informatics de Margaret Lech

Mental Health Informatics: Studies in Computational Intelligence, cartea 491

Editat de Margaret Lech, Insu Song, Peter Yellowlees, Joachim Diederich
en Limba Engleză Paperback – 27 aug 2016
This book introduces approaches that have the potential to transform the daily practice of psychiatrists and psychologists. This includes the asynchronous communication between mental health care providers and clients as well as the automation of assessment and therapy.
Speech and language are particularly interesting from the viewpoint of psychological assessment. For instance, depression may change the characteristics of voice in individuals and these changes can be detected by a special form of speech analysis. Computational screening methods that utilize speech and language can detect subtle changes and alert clinicians as well as individuals and caregivers.
The use of online technologies in mental health, however, poses ethical problems that will occupy concerned individuals, governments and the wider public for some time. Assuming that these ethical problems can be solved, it should be possible to diagnose and treat mental health disorders online (excluding the use of medication).
Speech and language are particularly interesting from the viewpoint of psychological assessment. For instance, depression may change the characteristics of voice in individuals and these changes can be detected by a special form of speech analysis. Computational screening methods that utilize speech and language can detect subtle changes and alert clinicians as well as individuals and caregivers.
The use of online technologies in mental health, however, poses ethical problems that will occupy concerned individuals, governments and the wider public for some time. Assuming that these ethical problems can be solved, it should be possible to diagnose and treat mental health disorders online (excluding the use of medication).
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Specificații

ISBN-13: 9783662508381
ISBN-10: 3662508389
Pagini: 263
Ilustrații: X, 253 p. 85 illus.
Dimensiuni: 155 x 235 x 14 mm
Greutate: 0.37 kg
Ediția:Softcover reprint of the original 1st ed. 2014
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Studies in Computational Intelligence

Locul publicării:Berlin, Heidelberg, Germany

Cuprins

Mental Health Informatics: Current approaches.- The Rise of Person-Centered Healthcare and the Influence of Health Informatics and Social Network Applications on Mental Health Care.- The Changing Doctor-Patient Relationship – a Move to Anytime, Anywhere.- Novel Approaches to Clinical Care in Mental Health - from Asynchronous Telepsychiatry to Virtual Reality.- Speech Analysis for Mental Health Assessment using Support Vector Machines.- Social Networks and Automated Mental Health Screening.- Generating Explanations from Support Vector Machines for Psychological Classifications.- An Alternative Method of Analysis in the Absence of Control Group.- Stress and Emotion Recognition using Acoustic Speech Analysis.

Recenzii

From the reviews:
“This book describes screening methods and approaches such as speech and language analyses that may be used to acquire clinical data about patients and employ them in treating mental illness. … This book is intended for high-level mental healthcare providers, particularly those who are inclined to appreciate and apply the vast number of tools and technology in their clinical arena. Those who have a special interest in informatics and research would benefit from this book as well.” (Sheila Lahijani, Doody’s Book Reviews, April, 2014)

Textul de pe ultima copertă

This book introduces approaches that have the potential to transform the daily practice of psychiatrists and psychologists. This includes the asynchronous communication between mental health care providers and clients as well as the automation of assessment and therapy.
Speech and language are particularly interesting from the viewpoint of psychological assessment. For instance, depression may change the characteristics of voice in individuals and these changes can be detected by a special form of speech analysis. Computational screening methods that utilise speech and language can detect subtle changes and alert clinicians as well as individuals and caregivers.
The use of online technologies in mental health, however, poses ethical problems that will occupy concerned individuals, governments and the wider public for some time. Assuming that these ethical problems can be solved, it should be possible to diagnose and treat mental health disorders online (excluding the use of medication).

Caracteristici

First book on "Mental Health Informatics" on the market Presents computational methods in mental health Written by a leading expert in the field