3 papers
cs.CV2026
Cross-Modality Structural Guidance in 3D Latent Diffusion for Robust FLAIR Super-Resolution
Haoyu Lan, Jiazhen Zhang, John Onofrey +4
High-resolution (HR) MRI acquisition is often hampered by scan time constraints, resulting in anisotropic or low-resolution scans (e.g., thick-slice FLAIR) that limit diagnostic ac…
cs.LG2025
Longitudinal Ensemble Integration for sequential classification with multimodal data
Aviad Susman, Rupak Krishnamurthy, Yan Chak Li +5
Effectively modeling multimodal longitudinal data is a pressing need in various application areas, especially biomedicine. Despite this, few approaches exist in the literature for…
cs.CV2024
Diffusion based multi-domain neuroimaging harmonization method with preservation of anatomical details
Haoyu Lan, Bino A. Varghese, Nasim Sheikh-Bahaei +3
Multi-center neuroimaging studies face technical variability due to batch differences across sites, which potentially hinders data aggregation and impacts study reliability.Recent…