Ryuichiro Hataya

Decomposing normal and abnormal features of medical images for content-based image retrieval of glioma imaging

Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose et al. · Medical Image Analysis · 2021 · 39 citations · Full text

Medicine, Anatomy, Radiology +16

Meta Approach to Data Augmentation Optimization

Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe et al. · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2022 · 36 citations

Computing, Computer Science, Artificial Intelligence +16

Faster AutoAugment: Learning Augmentation Strategies Using Backpropagation

Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe et al. · Lecture notes in computer science · 2020 · 25 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets

Leonardo Rundo, Changhee Han, Yudai Nagano et al. · Neurocomputing · 2019 · 24 citations · Full text

Medicine, Radiology, Urology +10

Will Large-scale Generative Models Corrupt Future Datasets?

Ryuichiro Hataya, Han Bao, Hiromi Arai · 2023 · 23 citations

Computing, Computer Science, Computer Vision +13