Is there a symptomatic distinction between the affective psychoses and schizophrenia? A machine learning approach

Schizophrenia Research

Volumn 202, Issue , 2018, Pages 241-247

  Jauhar, S ^a   Krishnadas, R ^b   Nour, M M ^a   Cunningham Owens, D ^c   Johnstone, E C ^c   Lawrie, S M ^c  

^a KING'S COLLEGE LONDON   (United Kingdom)

^b QUEEN ELIZABETH UNIVERSITY HOSPITAL   (United Kingdom)

^c ROYAL EDINBURGH HOSPITAL   (United Kingdom)

Author keywords

Bipolar disorder; Classification; First rank symptoms; Machine learning; Nosology; Psychopathology; Psychosis; Schizophrenia

Indexed keywords

AFFECTIVE PSYCHOSIS; ALGORITHM; AREA UNDER THE CURVE; ARTICLE; DEPRESSION; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; DIFFERENTIAL DIAGNOSIS; DISEASE CLASSIFICATION; FEMALE; HIERARCHICAL CLUSTERING; HUMAN; MAJOR CLINICAL STUDY; MALE; MANIA; MEASUREMENT PRECISION; NESTED CROSS VALIDATION; NEUROLOGIC DISEASE ASSESSMENT; PREDICTION; PRESENT STATE EXAMINATION; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; REGULARIZED LOGISTIC REGRESSION ALGORITHM; SCHIZOPHRENIA; SUPERVISED MACHINE LEARNING; UNSUPERVISED MACHINE LEARNING; VALIDITY; ADOLESCENT; ADULT; AGED; COHORT ANALYSIS; COMPUTER ASSISTED DIAGNOSIS; MACHINE LEARNING; MIDDLE AGED; PSYCHOLOGY; YOUNG ADULT;

ADOLESCENT; ADULT; AFFECTIVE DISORDERS, PSYCHOTIC; AGED; COHORT STUDIES; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; HUMANS; MACHINE LEARNING; MALE; MIDDLE AGED; ROC CURVE; SCHIZOPHRENIA; SCHIZOPHRENIC PSYCHOLOGY; YOUNG ADULT;

EID: 85050285422     PISSN: 09209964     EISSN: 15732509     Source Type: Journal    
DOI: 10.1016/j.schres.2018.06.070     Document Type: Article

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