Yunheng Wu (呉 運恒)

コンピュータビジョンとバイオメディカル画像処理に関する面白いトピックやご質問がありましたら、ぜひお気軽にメールでご連絡ください。

お知らせ

• [2025年2月] "SELMA3D challenge: Self-supervised learning for 3D light-sheet microscopy image segmentation" というタイトルの論文が公開されました！
  

• [2025年1月] "In toto biological framework: Modeling interconnectedness during human development" というタイトルの論文が Developmental Cell に掲載されました！
  

• [2024年7月] 私たちの2本の論文が MICCAI 2024 ワークショップ - Medical Optical Imaging and Virtual Microscopy Image Analysis (MOVI) に採択されました！
  

• [2024年4月] 日本学術振興会（JSPS）特別研究員（DC2）になります。
  

代表的な論文

CLSMI2T3: 3D CLSM Vasculature Volume Reconstruction from A Single 2D Slice by Off-Focal Plane Signal Using Synthetic Data International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI Workshop, 2024 Yuheng Wu, Martin J. Menten, Linus Kreitner, Shuntaro Kawamura, Masahiro Oda, Yuichiro Hayashi, Takanori Takebe,Daniel Rueckert, and Kensaku Mori [Paper] [Code and Dataset] Key Words: Confocal Microscopic Volume; 3D Vasculature Simulation and Synthesis; 3D Volume Reconstruction

A Deployable Microscopic Image Segmentation Look-Up Table Based on A Dilated CNN International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI Workshop, 2024 Yuheng Wu, Yunheng Wu1(B), Jiazhen Pan, Shuntaro Kawamura, Masahiro Oda, Yuichiro Hayashi, Takanori Takebe, Daniel Rueckert and Kensaku Mori [Paper] [Code and Dataset] Key Words: Microscopic Image, Image Segmentation, Look-Up Table

Blood vessel segmentation from low-contrast and wide-field optical microscopic images of cranial window by attention-gate-based network Conference on Computer Vision and Pattern Recognition, CVPR Workshop, 2022 Yuheng Wu, Masahiro Oda, Yuichiro Hayashi, Takanori Takebe, Shogo Nagata, Cheng Wang, Kensaku Mori [Paper] Key Words: Cranial Window; Wide-Field Optical Microscopic Images; Blood Vessel Segmentation

その他の論文

• In toto biological framework: Modeling interconnectedness during human development[Paper]
  Yosuke Yoneyama, Yunheng Wu, Kensaku Mori, Takanori Takebe
  Developmental Cell, Volume 60, Issue 1, 8 - 20, January 06, 2025
  

• Complement factor D targeting protects endotheliopathy in organoid and monkey models of COVID-19[Paper]
  Eri Kawakami, Norikazu Saiki, Yosuke Yoneyama, Chiharu Moriya, Mari Maezawa, Shuntaro Kawamura, Akiko Kinebuchi, Tamaki Kono, Masaaki Funata, Ayaka Sakoda, Shigeru Kondo, Takeshi Ebihara, Hisatake Matsumoto, Yuki Togami, Hiroshi Ogura, Fuminori Sugihara, Daisuke Okuzaki, Takashi Kojima, Sayaka Deguchi, Sebastien Vallee, Susan McQuade, Rizwana Islam, Madhusudan Natarajan, Hirohito Ishigaki, Misako Nakayama, Cong Thanh Nguyen, Yoshinori Kitagawa, Yunheng Wu, Kensaku Mori, Takayuki Hishiki, Tomohiko Takasaki, Yasushi Itoh, Kazuo Takayama, Yasunori Nio, Takanori Takebe
  Cell Stem Cell, Volume 30, issue 10, p1315-1330.E10, October 05, 2023
  

• Thrombosis region extraction and quantitative analysis in confocal laser scanning microscopic image sequence in in-vivo imaging [Paper]
  Yunheng Wu, Masahiro Oda, Yuichiro Hayashi, Shuntaro Kawamura, Takanori Takebe, Kensaku Mori.
  In Medical Imaging 2023: Biomedical Applications in Molecular, Structural, and Functional Imaging (Vol. 12468, pp. 71-77). SPIE.
  

• A 3D Multi-scale Virtual Adversarial Network for False Positive Reduction in Pulmonary Nodule Detection [Paper]
  Yunheng Wu, Yuxuan Pang, Peng Cao.
  Proceedings of the 2019 3rd ICIAI, 2019
  

学歴