Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Ryuichiro Hataya

Decomposing Normal and Abnormal Features of Medical Images into Discrete Latent Codes for Content-Based Image Retrieval


Mar 23, 2021
Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Mototaka Miyake, Masamichi Takahashi, Akiko Nakagawa, Tatsuya Harada, Ryuji Hamamoto


  Access Paper or Ask Questions

Graph Energy-based Model for Substructure Preserving Molecular Design


Feb 09, 2021
Ryuichiro Hataya, Hideki Nakayama, Kazuki Yoshizoe

* preprint 

  Access Paper or Ask Questions

Decomposing Normal and Abnormal Features of Medical Images for Content-based Image Retrieval


Nov 12, 2020
Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Tatsuya Harada, Ryuji Hamamoto

* Machine Learning for Health (ML4H) at NeurIPS 2020 - Extended Abstract 

  Access Paper or Ask Questions

Meta Approach to Data Augmentation Optimization


Jun 14, 2020
Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe, Hideki Nakayama


  Access Paper or Ask Questions

Unsupervised Brain Abnormality Detection Using High Fidelity Image Reconstruction Networks


Jun 02, 2020
Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Amina Bolatkan, Mototaka Miyake, Hirokazu Watanabe, Masamichi Takahashi, Naoki Mihara, Jun Itami, Tatsuya Harada, Ryuji Hamamoto


  Access Paper or Ask Questions

Faster AutoAugment: Learning Augmentation Strategies using Backpropagation


Nov 16, 2019
Ryuichiro Hataya, Jan Zdenek, Kazuki Yoshizoe, Hideki Nakayama


  Access Paper or Ask Questions

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


Apr 17, 2019
Leonardo Rundo, Changhee Han, Yudai Nagano, Jin Zhang, Ryuichiro Hataya, Carmelo Militello, Andrea Tangherloni, Marco S. Nobile, Claudio Ferretti, Daniela Besozzi, Maria Carla Gilardi, Salvatore Vitabile, Giancarlo Mauri, Hideki Nakayama, Paolo Cazzaniga

* 44 pages, 6 figures, co-first authors: Leonardo Rundo and Changhee Han, submitted to Neurocomputing with the first submission: July 31, 2018 and revised version R1 submission (current version): April 15, 2019 

  Access Paper or Ask Questions

CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study


Mar 29, 2019
Leonardo Rundo, Changhee Han, Jin Zhang, Ryuichiro Hataya, Yudai Nagano, Carmelo Militello, Claudio Ferretti, Marco S. Nobile, Andrea Tangherloni, Maria Carla Gilardi, Salvatore Vitabile, Hideki Nakayama, Giancarlo Mauri

* 12 pages, 3 figures, Accepted to Neural Approaches to Dynamics of Signal Exchanges as a Springer book chapter 

  Access Paper or Ask Questions