Data-driven multimodal fusion: approaches and applications in psychiatric research
Sui J, Zhi D, Calhoun V. Data-driven multimodal fusion: approaches and applications in psychiatric research. Psychoradiology 2023, 3: kkad026. PMID: 38143530, PMCID: PMC10734907, DOI: 10.1093/psyrad/kkad026.Peer-Reviewed Original ResearchMultimodal fusionFusion methodBig dataMulti-modal fusion methodMulti-modal fusion techniquesImage fusion applicationsEra of big dataMultimodal fusion approachDeep learning approachExtract meaningful insightsIndependent component analysisFusion approachHidden patternsLearning approachFusion techniqueCanonical correlation analysisPrior informationMultiple modalitiesComplex psychiatric disorderN-wayMeaningful insights