3 papers
stat.ME2026
Bayesian Threshold-Aligned Joint Disease Progression Modeling for Alzheimer's Disease
Rong Wu, Duygu Tosun, Isabella Hausle +2
Alzheimer's disease is characterized by the progressive accumulation of amyloid- and tau followed years later by cognitive impairment. Despite this established motif, substantia…
q-bio.NC2024
Multi-object Data Integration in the Study of Primary Progressive Aphasia
Rene Gutierrez, Rajarshi Guhaniyogi, Aaron Scheffler +3
This article focuses on a multi-modal imaging data application where structural/anatomical information from gray matter (GM) and brain connectivity information in the form of a bra…
eess.IV2024
Integrative Variational Autoencoders for Generative Modeling of an Image Outcome with Multiple Input Images
Bowen Lei, Yeseul Jeon, Rajarshi Guhaniyogi +3
Understanding relationships across multiple imaging modalities is central to neuroimaging research. We introduce the Integrative Variational Autoencoder (InVA), the first hierarchi…