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: | Natalia Basimova |
Institution: | Moscow Institute of Physics and Technology |
Department: | Phystech School of Radio Engineering and Computer |
Country: | |
Proposed Analysis: | Deep Learning study on Alzhiemer disease. Convolutional Neural Nets are known to be a poverfull tool in computer vision. Conventional ImageNet and ResNet architectures exibit good pattern recognition performance on 2D pictures. Then the brain data implys analysis on 3D imagery. 3D CNNs have been used for brain imagery analysis(MRI, CT and more) since 2015. In the project we will compare performance of multiclass classification and rank regression models of MTS progression into Alzheimer. |
Additional Investigators |