000			03615nam a22005535i 4500
001			978-3-642-38550-6
003			DE-He213
005			20200421111840.0
007			cr nn 008mamaa
008			131119s2014 gw | s |||| 0|eng d
020			_a9783642385506 _9978-3-642-38550-6
024	7		_a10.1007/978-3-642-38550-6 _2doi
050		4	_aQ342
072		7	_aUYQ _2bicssc
072		7	_aCOM004000 _2bisacsh
082	0	4	_a006.3 _223
245	1	0	_aMental Health Informatics _h[electronic resource] / _cedited by Margaret Lech, Insu Song, Peter Yellowlees, Joachim Diederich.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2014.
300			_aX, 253 p. 85 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aStudies in Computational Intelligence, _x1860-949X ; _v491
505	0		_aMental 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.
520			_aThis 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).
650		0	_aEngineering.
650		0	_aHealth informatics.
650		0	_aArtificial intelligence.
650		0	_aComputational intelligence.
650		0	_aBiomedical engineering.
650	1	4	_aEngineering.
650	2	4	_aComputational Intelligence.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aBiomedical Engineering.
650	2	4	_aHealth Informatics.
700	1		_aLech, Margaret. _eeditor.
700	1		_aSong, Insu. _eeditor.
700	1		_aYellowlees, Peter. _eeditor.
700	1		_aDiederich, Joachim. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642385490
830		0	_aStudies in Computational Intelligence, _x1860-949X ; _v491
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-38550-6
912			_aZDB-2-ENG
942			_cEBK
999			_c55490 _d55490