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Principal Investigator  
Principal Investigator's Name: Natalia Basimova
Institution: Moscow Institute of Physics and Technology
Department: Phystech School of Radio Engineering and Computer
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