3 papers
cs.CV2026
Temporal Generalization in fNIRS-Based Autism Classification: A Cross-Time-Window Transfer Benchmark
Marios Petrov, Sahana Vinayak, Targol Bakhtiarvand +4
Functional near-infrared spectroscopy (fNIRS) is a promising modality for autism spectrum disorder (ASD) classification, yet existing approaches assume temporally aligned evaluatio…
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…