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: | Divya Singh |
| Institution: | University of Aberdeen |
| Department: | Natural & Computing Sciences |
| Country: | |
| Proposed Analysis: | Hello, I am a master student pursuing MSc. Data Science from University of Aberdeen and I am working on my dissertation. My topic is "Building an effective convolutional neural network for diagnosis of Alzheimer's Disease using MRI data". I am requesting to access the dataset for Alzheimer's disease(AD). To analyze the ADNI dataset, I would use the following methods and techniques: 1. Descriptive statistics: To summarize the characteristics of the sample and the variables in the dataset. 2.Machine learning algorithms: To build predictive models that can be used to classify individuals based on their clinical outcomes, such as dementia diagnosis or cognitive decline. 3.Image processing and analysis techniques: To extract information from imaging data and identify patterns that may be related to dementia. 4.Network analysis: To identify relationships between variables and understand the connections between different aspects of the disease. 5.Longitudinal analysis: To examine changes in clinical outcomes and brain structure over time. 6.Dimensionality reduction techniques: To reduce the complexity of the data and extract meaningful patterns from high-dimensional data. Kindly provide the access for the dataset for my dissertation. Below is the reference of my supervisor/professor: Romano, M. Carmen m.romano@abdn.ac.uk Sincerely, Divya Singh student ID: 52106269 |
| Additional Investigators |
