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: | Kartik Sumrani |
| Institution: | Manipal University (MUJ) Jaipur |
| Department: | Information Technology |
| Country: | |
| Proposed Analysis: | Title: Boosting Based Fuzzy-Rough Pattern Classifier to identify brain pattern for neurological disorder detection (Alzheimer's) A novel classification algorithm based on the rough set concepts of fuzzy lower and upper approximations is proposed. The algorithm transforms each quantitative value of a feature into fuzzy sets of MR Imaging using membership functions and calculates the fuzzy lower and upper approximations. For any neurological disorder it is required to detect Brain pattern for detection and prediction. A genetic algorithm, based on iterative rule learning in combination with a boosting technique, is used to generate the possible rules with Rough Pattern. |
| Additional Investigators |
