Prediction of remission in obsessive compulsive disorder using a novel machine learning strategy

Author:

Askland Kathleen D.1,Garnaat Sarah1,Sibrava Nicholas J.2,Boisseau Christina L.1,Strong David3,Mancebo Maria1,Greenberg Benjamin1,Rasmussen Steve1,Eisen Jane1

Affiliation:

1. Department of Psychiatry and Human Behavior, Butler Hospital/Warren Alpert School of Medicine; Brown University; Providence RI USA

2. Department of Psychology; Baruch College - The City University of New York; New York USA

3. Department of Family and Preventive Medicine; University of California; San Diego CA USA

Funder

National Institute of Mental Health

Publisher

Wiley

Subject

Psychiatry and Mental health

Reference64 articles.

1. Plasma biomarkers of depressive symptoms in older adults;Arnold;Translational Psychiatry,2012

2. Identifying representative trees from ensembles;Banerjee;Statistics in Medicine,2012

3. Analysis of a Random Forests model;Biau;Journal of Machine Learning Research,2012

4. Consistency of Random Forests and other averaging classifiers;Biau;Journal of Machine Learning Research,2008

5. The contemplation ladder: Validation of a measure of readiness to consider smoking cessation;Biener;Health Psychology,1991

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