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ORCIDEichi Takaya
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2020 – today
- 2025
[j3]Yuki Kashiwada, Eichi Takaya
, Mei Hiroya, Nanako Matsuda, Takumi Yashima, Tomoya Kobayashi, Gen Tamiya, Takuya Ueda:
Applying vision transformer to assess multi-scale morphological features in mammography for breast cancer detection: multiscale image morphological extraction vision transformer (MIME-ViT). PeerJ Comput. Sci. 11: e3252 (2025)- [c5]Ruili Li, Ruiyu Li, Eichi Takaya, Zizhen Lin, Tomoya Kobayashi, Nanako Mtsuda, Takuya Ueda:
BCS-Net: Multi-Task Breast Cancer Screening Network Enhanced by Multi-Modality Attention. ICASSP 2025: 1-5 - [i3]Eichi Takaya, Ryusei Inamori:
ModAn-MulSupCon: Modality-and Anatomy-Aware Multi-Label Supervised Contrastive Pretraining for Medical Imaging. CoRR abs/2508.18613 (2025) - 2024
- [j2]Takuma Usuzaki, Ryusei Inamori, Mami Ishikuro, Taku Obara, Eichi Takaya, Noriyasu Homma, Kei Takase:
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). J. Imaging Inform. Medicine 37(6): 3057-3069 (2024) - [i2]Eichi Takaya, Shinnosuke Yamamoto:
In-context learning for medical image segmentation. CoRR abs/2412.13299 (2024) - 2023
- [i1]Shinnosuke Yamamoto, Isso Saito, Eichi Takaya, Ayaka Harigai, Tomomi Sato, Tomoya Kobayashi, Kei Takase, Takuya Ueda:
PlaNet-S: Automatic Semantic Segmentation of Placenta. CoRR abs/2312.11580 (2023) - 2020
- [j1]Daisuke Hirahara, Eichi Takaya, Taro Takahara, Takuya Ueda:
Effects of data count and image scaling on Deep Learning training. PeerJ Comput. Sci. 6: e312 (2020) - [c4]Yutaro Yamanaka, Eichi Takaya, Satoshi Kurihara:
Tactile Tile Detection Integrated with Ground Detection using an RGB-Depth Sensor. ICAART (2) 2020: 750-757
2010 – 2019
- 2019
- [c3]Eichi Takaya, Yusuke Takeichi, Mamiko Ozaki, Satoshi Kurihara:
Semi-Supervised Learning for Electron Microscopy Image Segmentation. AAAI 2019: 10047-10048 - 2018
- [c2]Yoji Kawano, Eichi Takaya, Kazuki Yamanobe, Satoshi Kurihara:
Automatic Plot Generation Framework for Scenario Creation. ICIDS 2018: 453-461 - [c1]Naoki Murata, Satoshi Suga, Eichi Takaya, Satoshi Ueno, Yoji Kiyota, Satoshi Kurihara:
Proposition of VR-MR Hybrid System for Sharing Living-in-Room. RETech@ICMR 2018: 22-26
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