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: | Visar Berisha |
| Institution: | Arizona State University |
| Department: | College of Health Solutions / College of Engineeri |
| Country: | |
| Proposed Analysis: | We are developing machine learning models that combine clinical data (e.g. ADOS-COG, CDR, FAQ) with other biomarkers (e.g. CSF, NFL, Amyloid) to develop diagnostic and prognostic models for MCI and dementia. The key innovation in these ML models is direct inclusion of repeatability constraints during model training. That is, our aim is to develop biomarker composites that are repeatable and provide diagnostic and prognostic value. The aim is to combine data across the three databases (AIBL, ADNI, and ADNIDOD) to enrich our datasets during model training. |
| Additional Investigators |
