3 papers
cs.CV2026
GenFAR: A generalized representation of brain structure, derived from 49,246 multi-cohort MRIs via deep learning
Vishnu M. Bashyam, Guray Erus, Junhao Wen +29
Deep learning models for neuroimaging have largely been developed for individual tasks, limiting knowledge transfer across applications. Here we introduce GenFAR, a modular deep le…
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.NC2021
Multidimensional representations in late-life depression: convergence in neuroimaging, cognition, clinical symptomatology and genetics
Junhao Wen, Cynthia H. Y. Fu, Duygu Tosun +22
Late-life depression (LLD) is characterized by considerable heterogeneity in clinical manifestation. Unraveling such heterogeneity would aid in elucidating etiological mechanisms a…