Takayasu Moriya

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 12

Top Topics

Unsupervised Segmentation

Top Venues

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Medical Imaging: Image Processing

Medical Imaging: Computer-Aided Diagnosis

Publications

Tong Zheng, Masahiro Oda, Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
Unsupervised segmentation of COVID-19 infected lung clinical CT volumes using image inpainting and representation learning. Medical Imaging: Image Processing (2021)
Tong Zheng, Hirohisa Oda, Takayasu Moriya, Takaaki Sugino, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database. Medical Imaging: Image Processing (2020)
Tong Zheng, Hirohisa Oda, Takayasu Moriya, Takaaki Sugino, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
Super-resolution of clinical CT volumes with modified CycleGAN using micro CT volumes. CoRR (2020)
Tong Zheng, Hirohisa Oda, Takayasu Moriya, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database. CoRR (2019)
Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Masahiro Oda, Kensaku Mori
Unsupervised segmentation of micro-CT images based on a hybrid of variational inference and adversarial learning. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Takayasu Moriya, Hirohisa Oda, Midori Mitarai, Shota Nakamura, Holger R. Roth, Masahiro Oda, Kensaku Mori
Unsupervised Segmentation of Micro-CT Images of Lung Cancer Specimen Using Deep Generative Models. MICCAI (6) (2019)
Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Holger Roth, Le Lu, Masahiro Oda, Hirotugu Ohkubo, Kensaku Mori
Weakly-supervised deep learning of interstitial lung disease types on CT images. Medical Imaging: Computer-Aided Diagnosis (2019)
Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori
Unsupervised pathology image segmentation using representation learning with spherical k-means. Medical Imaging: Digital Pathology (2018)
Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori
Unsupervised segmentation of 3D medical images based on clustering and deep representation learning. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori
Unsupervised Pathology Image Segmentation Using Representation Learning with Spherical K-means. CoRR (2018)
Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori
Unsupervised Segmentation of 3D Medical Images Based on Clustering and Deep Representation Learning. CoRR (2018)
Kai Nagara, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Takayasu Moriya, Masahiro Oda, Kensaku Mori
Micro-CT Guided 3D Reconstruction of Histological Images. Patch-MI@MICCAI (2017)