Unsupervised Deep Non-rigid Alignment by Low-Rank Loss and Multi-input Attention. - Takanori Asanomi; Kazuya Nishimura; Heon Song; Junya Hayashida; Hiroyuki Sekiguchi; Takayuki Yagi; Imari Sato; Ryoma Bise (MICCAI (6), 2022)

Reliability-Aware Restoration Framework for 4D Spectral Photoacoustic Data. - Weihang Liao; Art Subpa-Asa; Yuta Asano; Yinqiang Zheng; Hiroki Kajita; Nobuaki Imanishi; Takayuki Yagi; Sadakazu Aiso; Kazuo Kishi; Imari Sato (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Guidance-base Diffusion Models for Improving Photoacoustic Image Quality. - Tatsuhiro Eguchi; Shumpei Takezaki; Mihoko Shimano; Takayuki Yagi; Ryoma Bise (BMVC, 2024)