Publications
- 2026
Hybrid 2D CNN-Transformer Achieves Fast and Robust Ktrans Mapping of FUS-Induced BBB Opening
A. Yamauchi, et al. · ISMRM Annual Meeting 2026 (Digital Poster)
A hybrid 2D CNN-Transformer that maps blood–brain-barrier permeability (Ktrans) from dynamic-contrast MRI faster and more robustly than conventional pharmacokinetic fitting, demonstrated on focused-ultrasound BBB opening.
- 2026
A. Yamauchi, et al. · ISMRM Annual Meeting 2026 (Digital Poster)
A hybrid 3D CNN-Transformer that reconstructs cerebral blood volume from perfusion-weighted MRI, aiming for accurate maps from shorter, more robust acquisitions.
- 2026
Augmenting Human Performance with an XR Agent Learning from Online Behavior and BCI Evidence
Z. Li, …, A. Yamauchi · ACM UIST 2026
An extended-reality agent that adapts to a user by combining their in-headset behavior with EEG-based evidence of attention, studied as a way to augment human performance in mixed reality.