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: | Alba Carballo Castro |
| Institution: | University of Seville |
| Department: | Department of Statistics and Operations Research |
| Country: | |
| Proposed Analysis: | I am a final year student of a Double Bachelor's Degree in Mathematics and Statistics at the University of Seville. I intend to use the data as part of my bachelor's thesis on explainable Machine Learning. We are interested in the fact that in some work cited below, researchers have proven that there are causal relationships between variables on the dataset. We would like to explore this in the context of Machine Learning explainability, by training models with the data and studying feature contributions. The main sources our research is based on are: https://www.nature.com/articles/s41598-020-59669-x https://arxiv.org/abs/2011.01625 |
| Additional Investigators |
