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Principal Investigator  
Principal Investigator's Name: seonjoo lee
Institution: columbia university
Department: biostatistics
Country:
Proposed Analysis: Longitudinal imaging clustering and prediction of cognitive decline and dementia transition based on longitudinal propensity of imaging markers
Additional Investigators  
Investigator's Name: Xi Zhi
Proposed Analysis: Developing statistical methods for the longitudinal data analysis for multimodal neuroimaging data
Investigator's Name: hyunnam ryu
Proposed Analysis: Apply longitudinal grades of membership models for phenotype data.