Bio
I am now a Researcher at Biomedical Artificial Intelligence Research Unit, Institute of Innovative Research, Tokyo Institute of Technology, hosted by
Prof. Kenji Suzuki. I got my Ph.D. degree from Graduate School of Information Science and Technology, Hokkaido University in March 2023, supervised by
Prof. Masayuki Ikebe.
My main interests are in Medical Image Analysis, Multi-modal, Explainable AI, and Computer Vision.
Selected Publications
( * Equal Contribution and # Corresponding Author)
BLS-GAN: A Deep Layer Separation Framework for Eliminating Bone Overlap in Conventional Radiographs
Haolin Wang,
Yafei Ou#,
Prasoon Ambalathankandy,
Gen Ota,
Pengyu Dai,
Masayuki Ikebe,
Kenji Suzuki,
Tamotsu Kamishima.
In
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025) (acceptance rate: 23.4%),
February 25, 2025.
Tri-VQA: Triangular Reasoning Medical Visual Question Answering for Multi-Attribute Analysis
Lin Fan,
Xun Gong,
Cenyang Zheng,
Yafei Ou#.
In
2024 IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2024) (acceptance rate: 22%),
December 03, 2024.
SaSaMIM: Synthetic Anatomical Semantics-Aware Masked Image Modeling for Colon Tumor Segmentation in Non-contrast Abdominal Computed Tomography
Pengyu Dai,
Yafei Ou#,
Yuqiao Yang,
Dichao Liu,
Masahiro Hashimoto,
Masahiro Jinzaki,
Mototaka Miyake,
Kenji Suzuki.
In
the 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2024) (acceptance rate: 31%),
October 06, 2024.
A Deep Registration Method for Accurate Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis
Haolin Wang*,
Yafei Ou*#,
Wanxuan Fang,
Prasoon Ambalathankandy,
Naoto Goto,
Gen Ota,
Taichi Okino,
Jun Fukae,
Kenneth Sutherland,
Masayuki Ikebe,
Tamotsu Kamishima.
In
Computerized Medical Imaging and Graphics (IF: 5.4),
July 15, 2023.
Yafei Ou,
Prasoon Ambalathankandy,
Ryunosuke Furuya,
Seiya Kawada,
Tianyu Zeng,
Yujie An,
Tamotsu Kamishima,
Kenichi Tamura,
Masayuki Ikebe#.
In
IEEE Journal of Biomedical and Health Informatics (IF: 6.7),
October 27, 2022.
Award
2023 IEEE Sapporo Young Professionals Best Paper Award, IEEE Sapporo Young Professionals, July 2023.
Featured Article (Top 7%), IEEE Journal of Biomedical and Health Informatics, January 2023.
Cover Article of Special Issue (1/12), IEEE Journal of Biomedical and Health Informatics, January 2023.
