Using supervised machine learning on neuropsychological data to distinguish OCD patients with and without sensory phenomena from healthy controls
Stamatis C, Batistuzzo M, Tanamatis T, Miguel E, Hoexter M, Timpano K. Using supervised machine learning on neuropsychological data to distinguish OCD patients with and without sensory phenomena from healthy controls. British Journal Of Clinical Psychology 2020, 60: 77-98. PMID: 33300635, DOI: 10.1111/bjc.12272.Peer-Reviewed Original ResearchConceptsObsessive-compulsive disorderNeuropsychological literatureNeuropsychological processesSensory phenomenaOCD patientsDistinct cognitive processesDifferent cognitive profilesExecutive function deficitsDistinct neuropsychological featuresCognitive processesNeuropsychological paradigmsCognitive profileNeuropsychological dataFunction deficitsNeuropsychological featuresHealthy controlsMultiple analytic approachesPatient subsampleSymptom presentationCommon experienceSymptom-based approachEmpirical findingsDistinct drivesRisk sensitivityMotivationAn overview of the first 5 years of the ENIGMA obsessive–compulsive disorder working group: The power of worldwide collaboration
van den Heuvel OA, Boedhoe PSW, Bertolin S, Bruin WB, Francks C, Ivanov I, Jahanshad N, Kong X, Kwon JS, O'Neill J, Paus T, Patel Y, Piras F, Schmaal L, Soriano‐Mas C, Spalletta G, van Wingen GA, Yun J, Vriend C, Simpson HB, van Rooij D, Hoexter MQ, Hoogman M, Buitelaar JK, Arnold P, Beucke JC, Benedetti F, Bollettini I, Bose A, Brennan BP, De Nadai AS, Fitzgerald K, Gruner P, Grünblatt E, Hirano Y, Huyser C, James A, Koch K, Kvale G, Lazaro L, Lochner C, Marsh R, Mataix‐Cols D, Morgado P, Nakamae T, Nakao T, Narayanaswamy JC, Nurmi E, Pittenger C, Reddy YCJ, Sato JR, Soreni N, Stewart SE, Taylor SF, Tolin D, Thomopoulos SI, Veltman DJ, Venkatasubramanian G, Walitza S, Wang Z, Thompson PM, Stein DJ, Abe Y, Alonso P, Assogna F, Banaj N, Batistuzzo M, Brem S, Ciullo V, Feusner J, Martínez‐Zalacaín I, Menchón J, Miguel E, Piacentini J, Piras F, Sakai Y, Wolters L, Yamada K. An overview of the first 5 years of the ENIGMA obsessive–compulsive disorder working group: The power of worldwide collaboration. Human Brain Mapping 2020, 43: 23-36. PMID: 32154629, PMCID: PMC8675414, DOI: 10.1002/hbm.24972.Peer-Reviewed Original ResearchMeSH KeywordsCerebral CortexHumansMachine LearningMulticenter Studies as TopicNeuroimagingObsessive-Compulsive DisorderConceptsObsessive-compulsive disorder