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: | Wieske de Swart |
| Institution: | Radboud University |
| Department: | Data Science |
| Country: | |
| Proposed Analysis: | During my master thesis I used MRI and PET scans from the ADNI study to create a multi-modal, multi-task deep learning model to classify CN/MCI/AD patients (account with email w.deswart@student.ru.nl, which I no longer have access to). This year I started my PhD, which will be focussed on finding (non-invasive) markers for cognitive decline with machine learning. I would like access to the ADNI dataset (mainly the clinical data) to experiment with several existing methods and to hopefully create a new, improved machine learning model. At the moment I am interested in testing survival analysis methods, for instance starting with the methods described in "A comparison of machine learning methods for survival analysis of high-dimensional clinical data for dementia prediction" (https://www.nature.com/articles/s41598-020-77220-w). In addition I want to look at other (machine learning) methods for dementia prediction and risk factor analysis. |
| Additional Investigators |
