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: | Arshdeep Kaur |
| Institution: | Central University of Punjab |
| Department: | Computer Science and Technology |
| Country: | |
| Proposed Analysis: | Identifying Combinatorics Significance for Classification of Alzheimer Disease. Our study will Focus on Alzheimer's disease. We intend to develop a model using Machine Learning and CNN to diagnose Alzheimer’s illness. We want to check the dependency among the variables and the role of each variable on Alzheimer Disease. Medical imaging systems for AD have been considerably enhanced by machine learning and deep learning approaches, which offer diagnostic performance that is nearly human-level. However, the existence of highly correlated features in the brain structure poses the biggest challenge to multi-class categorization. Our goal is to find those features which are of high importance. After getting the important features we will make a model and check its effect |
| Additional Investigators | |
| Investigator's Name: | Satwinder Singh |
| Proposed Analysis: | Identifying Combinatorics Significance for Classification of Alzheimer Disease. Our study will Focus on Alzheimer's disease. We intend to develop a model using Machine Learning and CNN to diagnose Alzheimer’s illness. We want to check the dependency among the variables and the role of each variable on Alzheimer Disease. Medical imaging systems for AD have been considerably enhanced by machine learning and deep learning approaches, which offer diagnostic performance that is nearly human-level. However, the existence of highly correlated features in the brain structure poses the biggest challenge to multi-class categorization. Our goal is to find those features which are of high importance. After getting the important features we will make a model and check its effect |
