Predicting obsessive―compulsive disorder severity combining neuroimaging and machine learning methods
- Author
- HOEXTER, Marcelo Q1 ; MIGUEL, Euripedes C1 ; DINIZ, Juliana B1 ; SHAVITT, Roseli G1 ; BUSATTO, Geraldo F1 ; SATO, João R2
[1] Department & Institute of Psychiatry, University of São Paulo Medical School, Rua Ovídio Pires de Campos 785, 3 Andar Ala Norte, Sala 9 (PROTOC), CEP 05403-010, São Paulo, Brazil
[2] Center of Mathematics, Computation and Cognition, Universidade Federal do ABC, Santo Andre, Brazil - Source
Journal of affective disorders. 2013, Vol 150, Num 3, pp 1213-1216, 4 p ; ref : 1/4 p
- CODEN
- JADID7
- ISSN
- 0165-0327
- Scientific domain
- Cognition; Psychology, psychopathology, psychiatry
- Publisher
- Elsevier, Oxford
- Publication country
- United Kingdom
- Document type
- Article
- Language
- English
- Author keyword
- Machine learning Magnetic resonance imaging Neuroimaging Obsessive-compulsive disorder Support vector regression Symptom severity
- Keyword (fr)
- Apprentissage Imagerie RMN Indice gravité Obsession compulsion Régression Symptomatologie Imagerie cérébrale Imagerie médicale Processus acquisition Trouble anxieux
- Keyword (en)
- Learning Nuclear magnetic resonance imaging Severity score Obsessive compulsive disorder Regression Symptomatology Neuroimaging Medical imagery Acquisition process Anxiety disorder
- Keyword (es)
- Aprendizaje Imaginería RMN Indicio gravedad Obsesión compulsión Regresión Sintomatología Imágenes del cerebro Imaginería médica Proceso adquisición Trastorno ansiedad
- Classification
- Pascal
- 002 Biological and medical sciences / 002B Medical sciences / 002B18 Psychopathology. Psychiatry / 002B18C Adult and adolescent clinical studies / 002B18C07 Mood disorders
- Pascal
- 002 Biological and medical sciences / 002B Medical sciences / 002B18 Psychopathology. Psychiatry / 002B18C Adult and adolescent clinical studies / 002B18C08 Anxiety disorders. Neuroses / 002B18C08B Obsessive-compulsive disorders
- Francis
- 770 Psychology. Psychoanalysis. Psychiatry / 770-D Psychopathology. Psychiatry / 770-D03 Adult and adolescent clinical studies / 770-D03G Mood disorders
- Francis
- 770 Psychology. Psychoanalysis. Psychiatry / 770-D Psychopathology. Psychiatry / 770-D03 Adult and adolescent clinical studies / 770-D03H Anxiety disorders. Neuroses / 770-D03H02 Obsessive-compulsive disorders
- Discipline
- Psychopathology. Psychiatry. Clinical psychology
- Origin
- Inist-CNRS
- Database
- FRANCIS ; PASCAL
- INIST identifier
- 27720819
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1016/j.jad.2013.05.041 
https://dx.doi.org/10.1016/j.jad.2013.05.041
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