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Early Prediction of Alzheimer's Disease from Asymptomatic Individuals Using Structural MRI Neuroimaging Analysis. A Machine Learning-Based Study.

Author:Azzam, Ahmed   Serag, Ibrahim   Hassan, Amr   Diab, Rehab   Diab, Mohamed   Hefnawy, Mahmoud   Ali, Mohamed Ahmed   Negida, Ahmed   Berman, Brian   Barrett, Matthew   

Session Name:P5: Aging, Dementia, and Behavioral Neurology: AI and Basic Science in Behavioral Neurology  

Topic:Aging, Dementia, and Behavioral Neurology  

Program Number:P5.016  

Author Institution:October 6 University, 6th of October City, Egypt  Mansoura University, Dakahlia, Egypt  Alexandria University, Damanhur, Egypt  Zagazig University, Zagazig, Egypt  Virginia Commonwealth University, Richmond, VA  

Classifying Parkinson’s Disease Patients from Healthy Controls Using a ResNet18 Convolutional Neural Network Model of T1-Weighted MRI

Author:Negida, Ahmed   Azzam, Ahmed   Serag, Ibrahim   Hassan, Amr   Diab, Rehab   Diab, Mohamed   Hefnawy, Mahmoud   Ali, Mohammed Ahmed   Berman, Brian   Barrett, Matthew   

Session Name:P9: Movement Disorders: Parkinson's Disease Diagnosis and Clinical Presentations 1  

Topic:Movement Disorders  

Program Number:P9.020  

Author Institution:Virginia Commonwealth University, Richmond, VA  October 6 University, 6th of October City, Egypt  Mansoura University, Dakahlia, Egypt  Alexandria University, Damanhur, Egypt  South Valley University, Nag Hammadi, Egypt