Connectome-Based Predictive Modelling With Missing Connectivity Data Using Robust Matrix Completion
Liang Q, Negahban S, Chang J, Zhou H, Scheinost D. Connectome-Based Predictive Modelling With Missing Connectivity Data Using Robust Matrix Completion. 2021, 00: 738-742. DOI: 10.1109/isbi48211.2021.9434138.Peer-Reviewed Original ResearchRobust Matrix CompletionMatrix completionMachine learning modelsPortion of dataFeature selection stepConnectivity dataDataset showPredictive modellingLearning modelMultiple tasksHuge amountTask increasesModelling pipelineSelection stepExperimental resultsComplementary informationPredictive performanceUseful informationComparison methodDownstream analysisSmall subsetInformationComplete casesModellingTask