3 papers
cs.LG2026
CALM: Interpretable Cross-Modal Alignment for Biomarker Discovery from Unpaired Data
Jueqi Wang, Zachary Jacokes, John Darrell Van Horn +3
The interaction between brain structure and genetic influences is key to understanding neuropsychiatric disorders. However, most large-scale datasets are unimodal, providing either…
cs.LG2025
Learning Explainable Imaging-Genetics Associations Related to a Neurological Disorder
Jueqi Wang, Zachary Jacokes, John Darrell Van Horn +3
While imaging-genetics holds great promise for unraveling the complex interplay between brain structure and genetic variation in neurological disorders, traditional methods are lim…
eess.IV2024
QID: An Image-Conditioned Diffusion Model for Q-space Up-sampling of DWI Data
Zijian Chen, Jueqi Wang, Archana Venkataraman
We propose an image-conditioned diffusion model to estimate high angular resolution diffusion weighted imaging (DWI) from a low angular resolution acquisition. Our model, which we…