Takuma Usuzaki

According to our database, Takuma Usuzaki authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Potential of Masked Vision Transformer for Predicting Macrovascular Invasion on Liver CT Images: Graph-Based Association Analysis of Attention Heads.

Kengo Takahashi, Yuwen Zeng, Kei Ichiji, Zhang Zhang, Haoyang Liu, Issei Yoshizumi, Ryusei Inamori, Takuma Usuzaki, Noriyasu Homma

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Vision Transformer for Breast Cancer Diagnosis: Layer-Wise Analyses Beyond Attention Mechanism.

Kengo Takahashi, Yuwen Zeng, Kei Ichiji, Zhang Zhang, Haoyang Liu, Ryusei Inamori, Takuma Usuzaki, Noriyasu Homma

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2024

Predicting EGFR Status After Radical Nephrectomy or Partial Nephrectomy for Renal Cell Carcinoma on CT Using a Self-attention-based Model: Variable Vision Transformer (vViT).

Takuma Usuzaki, Ryusei Inamori, Mami Ishikuro, Taku Obara, Eichi Takaya, Noriyasu Homma, Kei Takase

J. Imaging Inform. Medicine, 2024

Grading diffuse glioma based on 2021 WHO grade using self-attention-base deep learning architecture: variable Vision Transformer (vViT).

Takuma Usuzaki, Kengo Takahashi, Ryusei Inamori, Yohei Morishita, Hidenobu Takagi, Takashi Shizukuishi, Yoshitaka Toyama, Mirei Abe, Mami Ishikuro, Taku Obara, Kazuhiro Majima, Kei Takase

Biomed. Signal Process. Control., 2024