3 papers
cs.CV2025
From Brainwaves to Brain Scans: A Robust Neural Network for EEG-to-fMRI Synthesis
Kristofer Grover Roos, Atsushi Fukuda, Quan Huu Cap
While functional magnetic resonance imaging (fMRI) offers valuable insights into brain activity, it is limited by high operational costs and significant infrastructural demands. In…
eess.IV2025
Color-Quality Invariance for Robust Medical Image Segmentation
Ravi Shah, Atsushi Fukuda, Quan Huu Cap
Single-source domain generalization (SDG) in medical image segmentation remains a significant challenge, particularly for images with varying color distributions and qualities. Pre…
cs.CV2024
High-Quality Medical Image Generation from Free-hand Sketch
Quan Huu Cap, Atsushi Fukuda
Generating medical images from human-drawn free-hand sketches holds promise for various important medical imaging applications. Due to the extreme difficulty in collecting free-han…