2018
Combining Multiple Connectomes via Canonical Correlation Analysis Improves Predictive Models
Gao S, Greene A, Todd Constable R, Scheinost D. Combining Multiple Connectomes via Canonical Correlation Analysis Improves Predictive Models. Lecture Notes In Computer Science 2018, 11072: 349-356. DOI: 10.1007/978-3-030-00931-1_40.Peer-Reviewed Original ResearchTask conditionsDifferent cognitive tasksMultiple task conditionsDifferent task conditionsConnectivity dataDifferent cognitive conditionsFunctional connectivity dataComputational modelHuman Connectome ProjectPrediction of behaviorCognitive tasksIndividual differencesBehavioral measuresBehavioral predictionsCognitive conditionsMultiple connectomesSingle taskFunctional connectivityConnectome ProjectDifferent tasksComplementary informationMultiple tasksTaskPrincipled methodCanonical correlation analysisTask Integration for Connectome-Based Prediction Via Canonical Correlation Analysis
Gao S, Greene A, Constable R, Scheinost D. Task Integration for Connectome-Based Prediction Via Canonical Correlation Analysis. 2018, 87-91. DOI: 10.1109/isbi.2018.8363529.Peer-Reviewed Original ResearchTask conditionsDifferent tasksDifferent cognitive tasksMultiple task conditionsDifferent task conditionsConnectivity dataDifferent cognitive conditionsFunctional connectivity dataHuman Connectome ProjectComputational modelPrediction of behaviorCognitive tasksFluid intelligenceIndividual differencesBehavioral measuresBehavioral predictionsCognitive conditionsSingle taskFunctional connectivityConnectome ProjectComplementary informationTask integrationTaskProof of conceptCanonical correlation analysis
2004
fMRI language task panel improves determination of language dominance
Gaillard WD, Balsamo L, Xu B, McKinney C, Papero PH, Weinstein S, Conry J, Pearl PL, Sachs B, Sato S, Vezina LG, Frattali C, Theodore WH. fMRI language task panel improves determination of language dominance. Neurology 2004, 63: 1403-1408. PMID: 15505156, DOI: 10.1212/01.wnl.0000141852.65175.a7.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultBrain MappingCerebral CortexCerebrovascular CirculationChildDominance, CerebralEpilepsyFemaleHumansLanguageLanguage TestsMagnetic Resonance ImagingMaleMiddle AgedPredictive Value of TestsPreoperative CareReproducibility of ResultsSpeech PerceptionTemporal LobeVerbal BehaviorConceptsIntracarotid amobarbital testPanel of tasksLanguage dominanceSingle taskEpilepsy patientsFMRI language paradigmsHemisphere language dominancePatients ages 12Temporal lobe epilepsyPartial epilepsy patientsPresurgical epilepsy patientsAuditory comprehensionFMRI taskVerbal fluencyLanguage tasksLanguage lateralityBilateral activationLanguage lateralizationT fMRILanguage areasNondiagnostic findingsLobe epilepsyAmobarbital testLanguage paradigmsSingle paradigm
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