2023
Digital Twins for Radiation Oncology
Jensen J, Deng J. Digital Twins for Radiation Oncology. 2023, 989-993. DOI: 10.1145/3543873.3587688.Peer-Reviewed Original ResearchDigital twin technologyDigital twinTwin technologyDigital twin networkModern cryptographic techniquesClinical decision-making supportDecision-making supportCryptographic techniquesVirtual clinical trialsTwin networkConventional machineGeneralized architectureFuture scientific advancesNatural applicationModeling techniquesPatient dataTechnologyMultiple institutionsLarge numberArchitectureMachineMultiscale modeling techniqueNetworkApplicationsTechnique
2019
Deep Graph Similarity Learning for Brain Data Analysis
Ma G, Ahmed N, Willke T, Sengupta D, Cole M, Turk-Browne N, Yu P. Deep Graph Similarity Learning for Brain Data Analysis. 2019, 2743-2751. DOI: 10.1145/3357384.3357815.Peer-Reviewed Original ResearchGraph convolutional networkAUC gainConvolutional networkLearning frameworkMulti-subject fMRI data analysisSiamese neural networkBrain network representationsHigh-order proximityPotential use casesBrain data analysisBrain disease diagnosisMetric-based approachReal fMRI datasetsUse casesSimilarity learningBrain connectivity networksHigher-order convolutionsNeural networkTwin networkFMRI data analysisSpectral embeddingNetwork representationData analysisNetworkBrain network analysis
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