Collaborative Survival Analysis on Predicting Alzheimer’s Disease Progression
Xu W, Wang S, Shen L, Zhao Y. Collaborative Survival Analysis on Predicting Alzheimer’s Disease Progression. Statistics In Biosciences 2024, 1-24. DOI: 10.1007/s12561-024-09459-0.Peer-Reviewed Original ResearchAlzheimer's diseaseGenes associated with neuronal developmentAlzheimer's Disease Neuroimaging InitiativeGenetic dataAlzheimer's disease progressionGenetic variationPhenotypic varianceAD progressionGenetic featuresNeuronal developmentGenetic biomarkersAlzheimerADNI databaseMild cognitive impairmentSNPsCanonical correlation analysisGenesStructural MRI scansCombination of brain imagingBrain imagingGeneticsProgression of mild cognitive impairmentAD literatureTime-to-event outcomesTime-to-event predictionsTopology-based Clustering of Functional Brain Networks in an Alzheimer's Disease Cohort.
Xu F, Gao M, Chen J, Garai S, Duong-Tran D, Zhao Y, Shen L. Topology-based Clustering of Functional Brain Networks in an Alzheimer's Disease Cohort. AMIA Joint Summits On Translational Science Proceedings 2024, 2024: 449-458. PMID: 38827100, PMCID: PMC11141857.Peer-Reviewed Original ResearchFunctional brain networksDistance kernelBrain networksUnsupervised clustering techniquesMedial temporal lobeMachine learning methodsTopology-based clusteringSpectral clusteringClustering algorithmClustering techniqueLearning methodsAlzheimer's disease cohortProgressive neurodegenerative diseaseNetwork neuroscienceFunctional MRI modalitiesFunctional topologyAlzheimer's diseaseNeurodegenerative diseasesWhole-brain phenomenonNetworkBrain functional topologyKernelInvestigate variationsAlzheimerFunctional connectivityKnowledge-guided learning methods for integrative analysis of multi-omics data
Li W, Ballard J, Zhao Y, Long Q. Knowledge-guided learning methods for integrative analysis of multi-omics data. Computational And Structural Biotechnology Journal 2024, 23: 1945-1950. PMID: 38736693, PMCID: PMC11087912, DOI: 10.1016/j.csbj.2024.04.053.Peer-Reviewed Original ResearchAnalysis of multi-omics dataIntegrative analysis of multi-omics dataMulti-omics dataMulti-omics data integration methodBiological knowledgeMulti-omics data integrationMulti-omics data analysisMulti-omics studiesIntegrated analysisFunctional genomicsFunctional proteomicsData integration methodsComplex diseasesMolecular mechanismsAlzheimer's diseaseComprehensive insightGenomeProteomicsGenesAnalytical challengesPathwayAlzheimer
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