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Principal Investigator  
Principal Investigator's Name: Julian Caspers
Institution: University Hospital Düsseldorf
Department: Radiology
Country:
Proposed Analysis: We investigate transferability of predictive models on brain Imaging data between different samples. We plan to pool data from different AD cohorts, i.e. ADNI, OASIS, AIBL and MIRIAD, in order to develop machine-learning based prediction models. We will try to apply techniques from Domain Adaptation and lransfer learning to apply the predictive models trained on one cohort to the respective other cohorts.
Additional Investigators  
Investigator's Name: Christian Rubbert
Proposed Analysis: We investigate transferability of predictive models on brain Imaging data between different samples. We plan to pool data from different AD cohorts, i.e. ADNI, OASIS, AIBL and MIRIAD, in order to develop machine-learning based prediction models. We will try to apply techniques from Domain Adaptation and lransfer learning to apply the predictive models trained on one cohort to the respective other cohorts.