A Multiform Heterogeneity Framework for Alzheimer's Disease Based on Multimodal Neuroimaging

K Zhao, P Chen, D Wang, R Zhou, G Ma, Y Liu - Biological Psychiatry, 2024 - Elsevier
Understanding the heterogeneity of Alzheimer's disease (AD) is crucial for advancing
precision medicine specifically tailored to this disorder. Recent research has deepened our …

Multimodal normative modeling in Alzheimer Disease with introspective variational autoencoders

S Kumar, P Qiu, B Yang, A Bani, P Payne, A Sotiras - bioRxiv, 2024 - biorxiv.org
Normative models in neuroimaging learn patterns of healthy brain distributions to identify
deviations in disease subjects, such as those with Alzheimer Disease (AD). This study …

Multimodal Representation Learning Frameworks for Modeling Progression and Heterogeneity in Alzheimer's Disease

S Kumar - 2024 - search.proquest.com
Alzheimer's Disease (AD) is the leading cause of dementia, characterized by cognitive and
functional impairments that disrupt daily activities. Different clinical modalities such as …