Fluvoxamine treatment response prediction in obsessive-compulsive disorder: association rule mining approach

References

• KesslerRCPetukhovaMSampsonNAZaslavskyAMWittchenH-UTwelve-month and lifetime prevalence and lifetime morbid risk of anxiety and mood disorders in the United StatesInt J Methods Psychiatr Res201221316918410.1002/mpr.135922865617
   PubMed Web of Science ®Google Scholar
• HaslerGLaSalle-RicciVHRonquilloJGObsessive–compulsive disorder symptom dimensions show specific relationships to psychiatric comorbidityPsychiatry Res2005135212113210.1016/j.psychres.2005.03.00315893825
   PubMed Web of Science ®Google Scholar
• SubramaniamMAbdinEVaingankarJAChongSAObsessive– compulsive disorder: prevalence, correlates, help-seeking and quality of life in a multiracial Asian populationSoc Psychiatry Psychiatr Epidemiol201247122035204310.1007/s00127-012-0507-822526825
   PubMed Web of Science ®Google Scholar
• MohammadiMRGhanizadehARahgozarMPrevalence of obsessive-compulsive disorder in IranBMC Psychiatry200441110.1186/1471-244X-4-215018628
   PubMed Web of Science ®Google Scholar
• Sassano-HigginsSAPatoMTObsessive-compulsive disorder: diagnosis, epidemiology, etiology, and treatmentFocus201513212914110.1176/appi.focus.130211
   Google Scholar
• EisenJLManceboMAPintoAImpact of obsessive-compulsive disorder on quality of lifeCompr Psychiatry200647427027510.1016/j.comppsych.2005.11.00616769301
   PubMed Web of Science ®Google Scholar
• ColucciaAFagioliniAFerrettiFPozzaAGoracciAObsessive-compulsive disorder and quality of life outcomes: protocol for a systematic review and meta-analysis of cross-sectional case-control studiesEpidemiol Biostat Public Health2015122
   Web of Science ®Google Scholar
• AlarconRDLibbJWSpitlerDA predictive study of obsessive-compulsive disorder response to clomipramineJ Clin Psychopharmacol19931332102138354737
   PubMed Web of Science ®Google Scholar
• RavizzaLBarzegaGBellinoSBogettoFMainaGPredictors of drug treatment response in obsessive-compulsive disorderJ Clin Psychiatry1995563683737635854
   PubMed Web of Science ®Google Scholar
• BlochMHMcGuireJLanderos-WeisenbergerALeckmanJFPittengerCMeta-analysis of the dose-response relationship of SSRI in obsessive-compulsive disorderMol Psychiatry201015885085510.1038/mp.2009.5019468281
   PubMed Web of Science ®Google Scholar
• Van AmeringenMSimpsonWPattersonBPharmacological treatment strategies in obsessive compulsive disorder: a cross-sectional view in nine international OCD centersJ Psychopharmacol201428659660210.1177/026988111351795524429223
   PubMed Web of Science ®Google Scholar
• ChenYPedersenLHChuWWOlsenJDrug exposure side effects from mining pregnancy dataACM SIGKDD Explor Newsl200791222910.1145/1294301
   Google Scholar
• HuangZLiJSuHWattsGSChenHLarge-scale regulatory network analysis from microarray data: modified Bayesian network learning and association rule miningDecis Support Syst20074341207122510.1016/j.dss.2006.02.002
   Web of Science ®Google Scholar
• KarabatakMInceMCAn expert system for detection of breast cancer based on association rules and neural networkExpert Syst Appl20093623465346910.1016/j.eswa.2008.02.064
   Web of Science ®Google Scholar
• ShinAMLeeIHLeeGHDiagnostic analysis of patients with essential hypertension using association rule miningHealthc Inform Res2010162778110.4258/hir.2010.16.2.7721818427
   PubMedGoogle Scholar
• LiaoS-CLeeI-NAppropriate medical data categorization for data mining classification techniquesMed Inform Internet Med2002271596710.1080/1463923021015374912509124
   PubMed Web of Science ®Google Scholar
• HanJPeiJKamberMData Mining: Concepts and Techniques3rd edWalthamElsevier2011
   Google Scholar
• IlayarajaMMeyyappanTMining medical data to identify frequent diseases using Apriori algorithmPaper presented at: Pattern Recognition, Informatics and Mobile Engineering (PRIME), 2013 International ConferencePeriyar University, Tamilnadu, India2013
   Google Scholar
• AgrawalRImielińskiTSwamiAMining association rules between sets of items in large databasesPaper presented at: Acm sigmod record1993Washington, D.C., USAMay 25–28, 1993222
   Google Scholar
• FlachPALachicheNConfirmation-guided discovery of first-order rules with TertiusMach Learn2001421619510.1023/A:1007656703224
   Web of Science ®Google Scholar
• SchefferTFinding association rules that trade support optimally against confidencePrinciples Data Mining Knowledge Discovery2001424435
   Google Scholar
• SharmaNOmHExtracting significant patterns for oral cancer detection using apriori algorithmIntell Inf Manage20146023010.4236/iim.2014.62005
   Google Scholar
• NaharJTickleKSAliASChenYPSignificant cancer prevention factor extraction: an association rule discovery approachJ Med Syst201135335336710.1007/s10916-009-9372-820703554
   PubMed Web of Science ®Google Scholar
• NaharJImamTTickleKSChenY-PPAssociation rule mining to detect factors which contribute to heart disease in males and femalesExpert Syst Appl20134041086109310.1016/j.eswa.2012.08.028
   Web of Science ®Google Scholar
• ShenCCHuLYHuYHComorbidity study of borderline personality disorder: applying association rule mining to the Taiwan national health insurance research databaseBMC Med Inform Decis Mak2017171810.1186/s12911-016-0405-128077135
   PubMed Web of Science ®Google Scholar
• SchweikertCLiYDayyaDYensDTorrentsMHsuDFAnalysis of autism prevalence and neurotoxins using combinatorial fusion and association rule miningPaper presented at: Bioinformatics and BioEngineering, 2009. BIBE’09. Ninth IEEE International Conference2009Taichung, Taiwan
   Google Scholar
• HasanpourHAsadiSMeibodiRGA critical appraisal of heterogeneity in obsessive-compulsive disorder using symptom-based clustering analysisAsian J Psychiatr201728899610.1016/j.ajp.2017.03.02428784407
   PubMed Web of Science ®Google Scholar
• HasanpourHGhavamizadeh MeibodiRNaviKAsadiSNovel ensemble method for the prediction of response to fluvoxamine treatment of obsessive–compulsive disorderNeuropsychiatr Dis Treat2018142027203810.2147/NDT.S17338830127613
   PubMed Web of Science ®Google Scholar
• TükelRBozkurtOPolatAGenÇAAtliHClinical predictors of response to pharmacotherapy with selective serotonin reuptake inhibitors in obsessive–compulsive disorderPsychiatry Clin Neurosci200660440440910.1111/j.1440-1819.2006.01523.x16884439
   PubMed Web of Science ®Google Scholar
• EisenJLSibravaNJBoisseauCLFive-year course of obsessive-compulsive disorder: predictors of remission and relapseJ Clin Psychiatry201374323323910.4088/JCP.12m0765723561228
   PubMed Web of Science ®Google Scholar
• AsklandKDGarnaatSSibravaNJPrediction of remission in obsessive compulsive disorder using a novel machine learning strategyInt J Methods Psychiatr Res201524215616910.1002/mpr.146325994109
   PubMed Web of Science ®Google Scholar
• GoodmanWPriceLRasmussenSYale-brown obsessive compulsive scale (Y-BOCS)Arch Gen Psychiatry198946100610112684084
   PubMed Web of Science ®Google Scholar
• Rajezi EsfahaniSMotaghipourYKamkariKZahiredinAJanbozorgiMReliability and validity of the Persian version of the Yale-Brown Obsessive-Compulsive scale (Y-BOCS)Iran J Psychiatry Clin Psychol2012174297303
   Google Scholar
• PallantiSQuercioliLTreatment-refractory obsessive-compulsive disorder: methodological issues, operational definitions and therapeutic linesProg Neuropsychopharmacol Biol Psychiatry200630340041210.1016/j.pnpbp.2005.11.02816503369
   PubMed Web of Science ®Google Scholar
• Pang-NingTSteinbachMKumarVIntroduction to Data Mining742006
   Google Scholar
• KarabatakMInceMCA new feature selection method based on association rules for diagnosis of erythemato-squamous diseasesExpert Syst Appl20093610125001250510.1016/j.eswa.2009.04.073
   Web of Science ®Google Scholar
• AgrawalRMannilaHSrikantRToivonenHVerkamoAIFast discovery of association rulesAdv Knowl Discov Data Min1996121307328
   Google Scholar
• ChenZChenGBuilding an associative classifier based on fuzzy association rulesInt J Comput Int Sys20081326227310.1080/18756891.2008.9727623
   Web of Science ®Google Scholar
• LiuBMaYWongCKImproving an association rule based classifierPaper presented at: European Conference on Principles of Data Mining and Knowledge Discovery2000Lecture Notes in Computer Science1910SpringerBerlin, Heidelberg
   Google Scholar
• Alcala-FdezJAlcalaRHerreraFA fuzzy association rule-based classification model for high-dimensional problems with genetic rule selection and lateral tuningIEEE Trans Fuzzy Syst201119585787210.1109/TFUZZ.2011.2147794
   Web of Science ®Google Scholar
• OzomaroUWahlestedtCNemeroffCBPersonalized medicine in psychiatry: problems and promisesBMC Med201311113223680237
   PubMed Web of Science ®Google Scholar
• Costa e SilvaJAPersonalized medicine in psychiatry: new technologies and approachesMetabolism201362S40S4410.1016/j.metabol.2012.08.017.23018148
   PubMed Web of Science ®Google Scholar
• OzomaroUCaiGKajiwaraYCharacterization of SLITRK1 variation in obsessive-compulsive disorderPLoS One201388e7037610.1371/journal.pone.007037623990902
   PubMed Web of Science ®Google Scholar
• ZaiGBrandlEJMüllerDJRichterMAKennedyJLPharmacogenetics of antidepressant treatment in obsessive–compulsive disorder: an update and implications for cliniciansPharmacogenomics20141581147115710.2217/pgs.14.8325084207
   PubMed Web of Science ®Google Scholar
• CrettolSde LeonJHiemkeCEapCBPharmacogenomics in psychiatry: from therapeutic drug monitoring to genomic medicineClin Pharmacol Ther201495325425710.1038/clpt.2013.22124196844
   PubMed Web of Science ®Google Scholar
• MarcksBAWeisbergRBDyckIKellerMBLongitudinal course of obsessive-compulsive disorder in patients with anxiety disorders: a 15-year prospective follow-up studyCompr Psychiatry201152667067710.1016/j.comppsych.2011.01.00121349511
   PubMed Web of Science ®Google Scholar
• Mataix-ColsDMarksIMGreistJHKobakKABaerLObsessive-compulsive symptom dimensions as predictors of compliance with and response to behaviour therapy: results from a controlled trialPsychother Psychosom200271525526210.1159/00006481212207105
   PubMed Web of Science ®Google Scholar
• CatapanoFPerrisFMasellaMObsessive–compulsive disorder: a 3-year prospective follow-up study of patients treated with serotonin reuptake inhibitors: OCD follow-up studyJ Psychiatr Res200640650251010.1016/j.jpsychires.2005.04.01016904424
   PubMed Web of Science ®Google Scholar
• FinebergNAHengartnerMPBergbaumCGaleTRösslerWAngstJRemission of obsessive-compulsive disorders and syndromes; evidence from a prospective community cohort study over 30 yearsInt J Psychiatry Clin Pract201317317918710.3109/13651501.2013.77774423428237
   PubMed Web of Science ®Google Scholar
• HazariNNarayanaswamyJCArumughamSSPredictors of response to serotonin reuptake inhibitors in obsessive-compulsive disorderExpert Rev Neurother201616101175119110.1080/14737175.2016.119996027282021
   PubMed Web of Science ®Google Scholar
• SoleimaniRJalaliMKeshtkarAJalaliSProtocol for a systematic review and meta-analysis of lithium, anticonvulsive or atypical antipsychotic drugs for treatment of refractory obsessive-compulsive disorderJ Med Life201710420821529362595
   PubMedGoogle Scholar
• PiacentinoDPasquiniMTarsitaniLAnger is associated with aggressive, contamination, and sexual obsessions in severe OCD outpatientsEur Psychiatry201633S239S24010.1016/j.eurpsy.2016.01.480
   Web of Science ®Google Scholar
• McKayDSookmanDNezirogluFEfficacy of cognitive-behavioral therapy for obsessive–compulsive disorderPsychiatry Res2015225323624610.1016/j.psychres.2014.11.05825613661
   PubMed Web of Science ®Google Scholar
• ÖstL-GHavnenAHansenBKvaleGCognitive behavioral treatments of obsessive–compulsive disorder. A systematic review and meta-analysis of studies published 1993–2014Clin Psychol Rev20154015616910.1016/j.cpr.2015.06.00326117062
   PubMed Web of Science ®Google Scholar
• SteketeeGSievJYovelILitKWilhelmSPredictors and moderators of cognitive and behavioral therapy outcomes for OCD: A patient-level mega-analysis of eight sitesBehav Ther201950116517610.1016/j.beth.2018.04.00430661557
   PubMed Web of Science ®Google Scholar