There are many active research projects accessing and applying shared ADNI data. Use the search above to find specific research focuses on the active ADNI investigations. This information is requested annually as a requirement for data access.
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. |