Takayasu Moriya

According to our database, Takayasu Moriya authored at least 10 papers between 2017 and 2021.

Collaborative distances:

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

2021

Unsupervised segmentation of COVID-19 infected lung clinical CT volumes using image inpainting and representation learning.

Tong Zheng, Masahiro Oda, Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori

Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

2020

Super-resolution of clinical CT volumes with modified CycleGAN using micro CT volumes.

Tong Zheng, Hirohisa Oda, Takayasu Moriya, Takaaki Sugino, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori

CoRR, 2020

Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database.

Tong Zheng, Hirohisa Oda, Takayasu Moriya, Takaaki Sugino, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori

Proceedings of the Medical Imaging 2020: Image Processing, 2020

2019

Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database.

Tong Zheng, Hirohisa Oda, Takayasu Moriya, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori

CoRR, 2019

Unsupervised Segmentation of Micro-CT Images of Lung Cancer Specimen Using Deep Generative Models.

Takayasu Moriya, Hirohisa Oda, Midori Mitarai, Shota Nakamura, Holger R. Roth, Masahiro Oda, Kensaku Mori

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Weakly-supervised deep learning of interstitial lung disease types on CT images.

Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Holger Roth, Le Lu, Masahiro Oda, Hirotugu Ohkubo, Kensaku Mori

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Unsupervised segmentation of micro-CT images based on a hybrid of variational inference and adversarial learning.

Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Masahiro Oda, Kensaku Mori

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018

Unsupervised pathology image segmentation using representation learning with spherical k-means.

Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori

Proceedings of the Medical Imaging 2018: Digital Pathology, 2018

Unsupervised segmentation of 3D medical images based on clustering and deep representation learning.

Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

2017

Micro-CT Guided 3D Reconstruction of Histological Images.

Kai Nagara, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Takayasu Moriya, Masahiro Oda, Kensaku Mori

Proceedings of the Patch-Based Techniques in Medical Imaging, 2017