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2020 – today
- 2024
[j3]Tong Zheng
, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Masahiro Oda, Kensaku Mori:
SGSR: style-subnets-assisted generative latent bank for large-factor super-resolution with registered medical image dataset. Int. J. Comput. Assist. Radiol. Surg. 19(3): 493-506 (2024)- [c28]Qin An, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Masahiro Oda, Kensaku Mori:
HTSeg: Hybrid Two-Stage Segmentation Framework for Intestine Segmentation from CT Volumes. CLIP@MICCAI 2024: 32-41 - 2023
- [c27]Qin An, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Aitaro Takimoto, Masahiro Oda, Kensaku Mori:
M U-Net: Intestine Segmentation Using Multi-dimensional Features for Ileus Diagnosis Assistance. AMAI@MICCAI 2023: 135-144 - [c26]Tong Zheng, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Masahiro Oda, Kensaku Mori:
L-former: a lightweight transformer for realistic medical image generation and its application to super-resolution. Medical Imaging: Image Processing 2023 - 2022
- [c25]Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Masahiro Oda, Kensaku Mori:
Multi-class prediction for improving intestine segmentation on non-fecal-tagged CT volume. Medical Imaging: Computer-Aided Diagnosis 2022 - [c24]Tong Zheng, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Masahiro Oda, Kensaku Mori:
Coarse-to-fine cascade framework for cross-modality super-resolution on clinical/micro CT dataset. Medical Imaging: Image Processing 2022 - 2021
- [j2]Takuya Ozawa, Yuichiro Hayashi, Hirohisa Oda, Masahiro Oda, Takayuki Kitasaka, Nobuyoshi Takeshita, Masaaki Ito, Kensaku Mori:
Synthetic laparoscopic video generation for machine learning-based surgical instrument segmentation from real laparoscopic video and virtual surgical instruments. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(3): 225-232 (2021) - [c23]Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Masahiro Oda, Kensaku Mori:
Intestine Segmentation with Small Computational Cost for Diagnosis Assistance of Ileus and Intestinal Obstruction. CLIP/DCL/LL-COVID19/PPML@MICCAI 2021: 3-12 - [c22]Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Yudai Tamada, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori:
Intestinal region reconstruction of ileus cases from 3D CT images based on graphical representation and its visualization. Medical Imaging: Computer-Aided Diagnosis 2021 - [c21]Tong Zheng, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masahiro Oda, Kensaku Mori:
Super-Resolution by Latent Space Exploration: Training with Poorly-Aligned Clinical and Micro CT Image Dataset. SASHIMI@MICCAI 2021: 24-33 - 2020
- [c20]Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Hizuru Amano, Aitaro Takimoto, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori:
Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images. Medical Imaging: Computer-Aided Diagnosis 2020 - [c19]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: 1131305 - [i14]Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Hizuru Amano, Aitaro Takimoto, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori:
Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images. CoRR abs/2003.01290 (2020) - [i13]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 abs/2004.03272 (2020) - [i12]Tong Zheng, Hirohisa Oda, Masahiro Oda, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori:
Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset. CoRR abs/2010.10207 (2020)
2010 – 2019
- 2019
- [c18]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: 109530L - [c17]Hirohisa Oda, Holger R. Roth, Takaaki Sugino, Naoki Sunaguchi, Noriko Usami, Masahiro Oda, Daisuke Shimao, Shu Ichihara, Tetsuya Yuasa, Masami Ando, Toshiaki Akita, Yuji Narita, Kensaku Mori:
Scanning, registration, and fiber estimation of rabbit hearts using micro-focus and refraction-contrast x-ray CT. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109531I - [c16]Yuki Kitahara, Rie Tanaka, Holger R. Roth, Hirohisa Oda, Kensaku Mori, Kazuo Kasahara, Isao Matsumoto:
Lung segmentation based on a deep learning approach for dynamic chest radiography. Medical Imaging: Computer-Aided Diagnosis 2019: 109503M - [c15]Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Benjamin Villard, Hizuru Amano, Kosuke Chiba, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori:
Spaciousness Filters for Non-contrast CT Volume Segmentation of the Intestine Region for Emergency Ileus Diagnosis. UNSURE/CLIP@MICCAI 2019: 104-114 - [c14]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: 240-248 - [c13]Chen Shen, Fausto Milletari, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Improving V-Nets for multi-class abdominal organ segmentation. Medical Imaging: Image Processing 2019: 109490B - [i11]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 abs/1912.12838 (2019) - 2018
- [j1]Holger R. Roth, Hirohisa Oda, Xiangrong Zhou, Natsuki Shimizu, Ying Yang, Yuichiro Hayashi, Masahiro Oda, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
An application of cascaded 3D fully convolutional networks for medical image segmentation. Comput. Medical Imaging Graph. 66: 90-99 (2018) - [c12]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: 1057820 - [c11]Hirohisa Oda, Holger R. Roth, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Julia A. Schnabel, Kensaku Mori:
Dense volumetric detection and segmentation of mediastinal lymph nodes in chest CT images. Medical Imaging: Computer-Aided Diagnosis 2018: 1057502 - [c10]Hirohisa Oda, Holger R. Roth, Kosuke Chiba, Jure Sokolic, Takayuki Kitasaka, Masahiro Oda, Akinari Hinoki, Hiroo Uchida, Julia A. Schnabel, Kensaku Mori:
BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images. MICCAI (2) 2018: 228-236 - [c9]Holger R. Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
A Multi-scale Pyramid of 3D Fully Convolutional Networks for Abdominal Multi-organ Segmentation. MICCAI (4) 2018: 417-425 - [c8]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: 1058111 - [c7]Holger Roth, Masahiro Oda, Natsuki Shimizu, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. Medical Imaging: Image Processing 2018: 105740B - [i10]Chen Shen, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks. CoRR abs/1801.05912 (2018) - [i9]Holger R. Roth, Hirohisa Oda, Xiangrong Zhou, Natsuki Shimizu, Ying Yang, Yuichiro Hayashi, Masahiro Oda, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
An application of cascaded 3D fully convolutional networks for medical image segmentation. CoRR abs/1803.05431 (2018) - [i8]Holger R. Roth, Chen Shen, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Deep learning and its application to medical image segmentation. CoRR abs/1803.08691 (2018) - [i7]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 abs/1804.03828 (2018) - [i6]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 abs/1804.03830 (2018) - [i5]Holger R. Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation. CoRR abs/1806.02237 (2018) - 2017
- [c6]Hirohisa Oda, Masahiro Oda, Takayuki Kitasaka, Toshiaki Akita, Kensaku Mori:
Extracellular matrix directions estimation of the heart on micro-focus x-ray CT volumes. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101370M - [c5]Hirohisa Oda, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Julia A. Schnabel, Kensaku Mori:
Hessian-assisted supervoxel: structure-oriented voxel clustering and application to mediastinal lymph node detection from CT volumes. Medical Imaging: Computer-Aided Diagnosis 2017: 101341D - [c4]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: 93-101 - [c3]Hirohisa Oda, Holger R. Roth, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Toshiaki Akita, Julia A. Schnabel, Kensaku Mori:
TBS: Tensor-Based Supervoxels for Unfolding the Heart. MICCAI (1) 2017: 681-689 - [i4]Holger R. Roth, Kai Nagara, Hirohisa Oda, Masahiro Oda, Tomoshi Sugiyama, Shota Nakamura, Kensaku Mori:
Multi-scale Image Fusion Between Pre-operative Clinical CT and X-ray Microtomography of Lung Pathology. CoRR abs/1702.08155 (2017) - [i3]Holger R. Roth, Hirohisa Oda, Yuichiro Hayashi, Masahiro Oda, Natsuki Shimizu, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
Hierarchical 3D fully convolutional networks for multi-organ segmentation. CoRR abs/1704.06382 (2017) - [i2]Shuqing Chen, Holger Roth, Sabrina Dorn, Matthias May, Alexander Cavallaro, Michael M. Lell, Marc Kachelrieß, Hirohisa Oda, Kensaku Mori, Andreas K. Maier:
Towards Automatic Abdominal Multi-Organ Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network. CoRR abs/1710.05379 (2017) - [i1]Holger Roth, Masahiro Oda, Natsuki Shimizu, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. CoRR abs/1711.06439 (2017) - 2016
- [c2]Kai Nagara, Hirohisa Oda, Shota Nakamura, Masahiro Oda, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Daniel Rueckert, Kensaku Mori:
Cascade Registration of Micro CT Volumes Taken in Multiple Resolutions. MIAR 2016: 269-280 - [c1]Hirohisa Oda, Yukitaka Nimura, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Intensity targeted radial structure tensor analysis and its application for automated mediastinal lymph node detection from CT volumes. Medical Imaging: Computer-Aided Diagnosis 2016: 97850E
Coauthor Index
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