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: | Dinesh Kumar |
Institution: | University of California Davis |
Department: | Genome Center # Metabolomics FiehnLab |
Country: | |
Proposed Analysis: | We propose to do following analyses on the ADNI datasets : - Mapping of metabolomics data-sets into metabolic networks and then using the network's properties to predict disease outcomes. Those network graphs would be available online for user interactions. - Automated text mining of metabolites and clinical variables to find the key literature that need to be discussed in the context. Results would be provided to public via a web-interface. - Developing classification models using machine learning algorithms for combined metabolomics and clinical datasets. |
Additional Investigators |