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A Multimodal CNN for Dementia Screening: Integrating Structural MRI and Clinical Data for Radiologist Support

Author:Tailor, Vatsal Mitesh   Buehler, Avery   Dhore, Tamanna   Krishnan, Laya   Won, SungJoon   Kolachalama, Vijaya   Pappu, Suguna   Yu-Ballard, Aimee   Seshadri, Sridhar   

Session Name:P2: Aging, Dementia, and Behavioral Neurology: Perspectives in Non-Alzheimer's Disease Diagnostics 2  

Topic:Aging, Dementia, and Behavioral Neurology  

Program Number:P2.011  

Author Institution:University of Illinois Urbana-Champaign, Champaign, IL  Carle Illinois College of Medicine, Bolivia, NC  Carle Illinois College of Medicine, Urbana, IL  Carle Illinois College of Medicine, IL  Boston University, Boston, MA  Carle Illinois College of Medicine, Champaign, IL  

A Transformer-based Model for Dementia Classification Using a Limited EHR Feature Set from Annual Wellness Visits

Author:Buehler, Avery   Tailor, Vatsal   Dhore, Tamanna   Krishnan, Laya   Won, SungJoon   Kolachalama, Vijaya   Pappu, Suguna   Yu-Ballard, Aimee   Seshadri, Sridhar   

Session Name:P8: Aging, Dementia, and Behavioral Neurology: Perspectives in Non-Alzheimer's Disease Diagnostics 5  

Topic:Aging, Dementia, and Behavioral Neurology  

Program Number:P8.003  

Author Institution:Carle Illinois College of Medicine, Bolivia, NC  University of Illinois Urbana-Champaign, IL  Carle Illinois College of Medicine, Urbana, IL  Carle Illinois College of Medicine, IL  Boston University, Boston, MA