Mental Health Informatics

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 parti...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Lech, Margaret (Editor ), Song, Insu (Editor ), Yellowlees, Peter (Editor ), Diederich, Joachim (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:Studies in Computational Intelligence, 491
Temas:
Computational intelligence.
Artificial intelligence.
Biomedical engineering.
Medical informatics.
Computational Intelligence.
Artificial Intelligence.
Biomedical Engineering and Bioengineering.
Health Informatics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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