Intelligent real-time therapy: Harnessing the power of machine learning to optimise the delivery of momentary cognitivebehavioural interventions

Journal of Mental Health

Volumn 21, Issue 4, 2012, Pages 404-414

  Kelly, James ^a,b   Gooding, Patricia ^b   Pratt, Daniel ^b   Ainsworth, John ^b   Welford, Mary ^a   Tarrier, Nicholas ^b,c  

^a GREATER MANCHESTER MENTAL HEALTH NHS FOUNDATION TRUST   (United Kingdom)

^b UNIVERSITY OF MANCHESTER   (United Kingdom)

^c KING'S COLLEGE LONDON   (United Kingdom)

Author keywords

Cognitive behaviour therapy (CBT); Ecological momentary intervention (EMI); Experience sampling methodology (ESM); Intelligent real time therapy (iRTT); Smartphone; Suicide prevention

Indexed keywords

ARTICLE; BOOTSTRAPPING; CLINICAL ASSESSMENT TOOL; COGNITIVE THERAPY; COPING BEHAVIOR; HUMAN; INTELLIGENT REAL TIME THERAPY; INTERVENTION STUDY; MACHINE LEARNING; MEDICAL PRACTICE; MENTAL HEALTH; METHODOLOGY; MOBILE PHONE; MULTIMEDIA; POSTTRAUMATIC STRESS DISORDER; PROCESS OPTIMIZATION; PSYCHOLOGIC ASSESSMENT; PSYCHOSOCIAL ADJUSTMENT TO ILLNESS SCALE; PSYCHOTHERAPY; REINFORCEMENT; SAMPLING; SUICIDAL BEHAVIOR; SUICIDE;

ARTIFICIAL INTELLIGENCE; CELLULAR PHONE; COGNITIVE THERAPY; COMPUTERS, HANDHELD; HUMANS; SUICIDE; THERAPY, COMPUTER-ASSISTED; USER-COMPUTER INTERFACE;

EID: 84864214034     PISSN: 09638237     EISSN: 13600567     Source Type: Journal    
DOI: 10.3109/09638237.2011.638001     Document Type: Article

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