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: | Dong Ho Cho |
Institution: | Korea Advanced Institute of Science and Technology (KAIST) |
Department: | Electrical and Electronics Engineering |
Country: | |
Proposed Analysis: | Mild cognitive impairments (MCI) are of increasing importance in recent years. Thus, we aim to develop an algorithm that utilizes machine learning, specifically Residual Networks and variational dropout. We aim to develop our algorithm such that the algorithm extracts biomarkers related to MCI, and at the same time learns appropriate network weights that enable the diagnosis of MCI from the extracted biomarkers. In order to develop our algorithm we need a massive amount of high quality data related to MCI. We think that ADNI database is of paramount quality in related fields, and would like to ask for clearence to access this database. |
Additional Investigators |