Eichi Takaya

According to our database, Eichi Takaya authored at least 13 papers between 2018 and 2026.

Collaborative distances:

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

2026

A Semi-Supervised Framework for Breast Ultrasound Segmentation with Training-Free Pseudo-Label Generation and Label Refinement.

Ruili Li, Jiayi Ding, Ruiyu Li, Yilun Jin, Shiwen Ge, Yuwen Zeng, Xiaoyong Zhang, Eichi Takaya, Jan Vrba, Noriyasu Homma

CoRR, March, 2026

2025

ModAn-MulSupCon: Modality-and Anatomy-Aware Multi-Label Supervised Contrastive Pretraining for Medical Imaging.

Eichi Takaya, Ryusei Inamori

CoRR, August, 2025

Applying vision transformer to assess multi-scale morphological features in mammography for breast cancer detection: multiscale image morphological extraction vision transformer (MIME-ViT).

Yuki Kashiwada, Eichi Takaya, Mei Hiroya, Nanako Matsuda, Takumi Yashima, Tomoya Kobayashi, Gen Tamiya, Takuya Ueda

PeerJ Comput. Sci., 2025

PlaNet-S: an Automatic Semantic Segmentation Model for Placenta Using U-Net and SegNeXt.

Isso Saito, Shinnosuke Yamamoto, Eichi Takaya, Ayaka Harigai, Tomomi Sato, Tomoya Kobayashi, Kei Takase, Takuya Ueda

J. Imaging Inform. Medicine, 2025

BCS-Net: Multi-Task Breast Cancer Screening Network Enhanced by Multi-Modality Attention.

Ruili Li, Ruiyu Li, Eichi Takaya, Zizhen Lin, Tomoya Kobayashi, Nanako Mtsuda, Takuya Ueda

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

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

In-context learning for medical image segmentation.

Eichi Takaya, Shinnosuke Yamamoto

CoRR, 2024

2023

PlaNet-S: Automatic Semantic Segmentation of Placenta.

Shinnosuke Yamamoto, Isso Saito, Eichi Takaya, Ayaka Harigai, Tomomi Sato, Tomoya Kobayashi, Kei Takase, Takuya Ueda

CoRR, 2023

2020

Effects of data count and image scaling on Deep Learning training.

Daisuke Hirahara, Eichi Takaya, Taro Takahara, Takuya Ueda

PeerJ Comput. Sci., 2020

Tactile Tile Detection Integrated with Ground Detection using an RGB-Depth Sensor.

Yutaro Yamanaka, Eichi Takaya, Satoshi Kurihara

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

2019

Semi-Supervised Learning for Electron Microscopy Image Segmentation.

Eichi Takaya, Yusuke Takeichi, Mamiko Ozaki, Satoshi Kurihara

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Proposition of VR-MR Hybrid System for Sharing Living-in-Room.

Naoki Murata, Satoshi Suga, Eichi Takaya, Satoshi Ueno, Yoji Kiyota, Satoshi Kurihara

Proceedings of the 2018 ACM Workshop on Multimedia for Real Estate Tech, 2018

Automatic Plot Generation Framework for Scenario Creation.

Yoji Kawano, Eichi Takaya, Kazuki Yamanobe, Satoshi Kurihara

Proceedings of the Interactive Storytelling, 2018