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Principal Investigator  
Principal Investigator's Name: Dong Ho Cho
Institution: Korea Advanced Institute of Science and Technology (KAIST)
Department: Electrical and Electronics Engineering
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