Cascade Registration of Micro CT Volumes Taken in Multiple Resolutions. - Kai Nagara; Hirohisa Oda; Shota Nakamura; Masahiro Oda 001; Hirotoshi Honma; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Daniel Rueckert; Kensaku Mori (MIAR, 2016)

Intensity targeted radial structure tensor analysis and its application for automated mediastinal lymph node detection from CT volumes. - Hirohisa Oda; Yukitaka Nimura; Masahiro Oda 001; Takayuki Kitasaka; Shingo Iwano; Hirotoshi Honma; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Computer-Aided Diagnosis, 2016)

Extracellular matrix directions estimation of the heart on micro-focus x-ray CT volumes. - Hirohisa Oda; Masahiro Oda 001; Takayuki Kitasaka; Toshiaki Akita; Kensaku Mori (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2017)

Hessian-assisted supervoxel: structure-oriented voxel clustering and application to mediastinal lymph node detection from CT volumes. - Hirohisa Oda; Kanwal K. Bhatia; Masahiro Oda 001; Takayuki Kitasaka; Shingo Iwano; Hirotoshi Honma; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Julia A. Schnabel; Kensaku Mori (Computer-Aided Diagnosis, 2017)

Micro-CT Guided 3D Reconstruction of Histological Images. - Kai Nagara; Holger R. Roth; Shota Nakamura; Hirohisa Oda; Takayasu Moriya; Masahiro Oda 001; Kensaku Mori (Patch-MI@MICCAI, 2017)

TBS: Tensor-Based Supervoxels for Unfolding the Heart. - Hirohisa Oda; Holger R. Roth; Kanwal K. Bhatia; Masahiro Oda 001; Takayuki Kitasaka; Toshiaki Akita; Julia A. Schnabel; Kensaku Mori (MICCAI (1), 2017)

Multi-scale Image Fusion Between Pre-operative Clinical CT and X-ray Microtomography of Lung Pathology. - Holger R. Roth; Kai Nagara; Hirohisa Oda; Masahiro Oda 001; Tomoshi Sugiyama; Shota Nakamura; Kensaku Mori (CoRR, 2017)

Hierarchical 3D fully convolutional networks for multi-organ segmentation. - Holger R. Roth; Hirohisa Oda; Yuichiro Hayashi; Masahiro Oda 001; Natsuki Shimizu; Michitaka Fujiwara; Kazunari Misawa; Kensaku Mori (CoRR, 2017)

Towards Automatic Abdominal Multi-Organ Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network. - Shuqing Chen; Holger Roth; Sabrina Dorn; Matthias May 002; Alexander Cavallaro; Michael M. Lell; Marc Kachelrieß; Hirohisa Oda; Kensaku Mori; Andreas K. Maier (CoRR, 2017)

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 001; Kensaku Mori (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Dense volumetric detection and segmentation of mediastinal lymph nodes in chest CT images. - Hirohisa Oda; Holger R. Roth; Kanwal K. Bhatia; Masahiro Oda 001; Takayuki Kitasaka; Shingo Iwano; Hirotoshi Honma; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Julia A. Schnabel; Kensaku Mori (Computer-Aided Diagnosis, 2018)

BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images. - Hirohisa Oda; Holger R. Roth; Kosuke Chiba; Jure Sokolic; Takayuki Kitasaka; Masahiro Oda 001; Akinari Hinoki; Hiroo Uchida; Julia A. Schnabel; Kensaku Mori (MICCAI (2), 2018)

A Multi-scale Pyramid of 3D Fully Convolutional Networks for Abdominal Multi-organ Segmentation. - Holger R. Roth; Chen Shen 002; Hirohisa Oda; Takaaki Sugino; Masahiro Oda 001; Yuichiro Hayashi; Kazunari Misawa; Kensaku Mori (MICCAI (4), 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 001; Kensaku Mori (Digital Pathology, 2018)

Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. - Holger Roth; Masahiro Oda 001; Natsuki Shimizu; Hirohisa Oda; Yuichiro Hayashi; Takayuki Kitasaka; Michitaka Fujiwara; Kazunari Misawa; Kensaku Mori (Image Processing, 2018)

An application of cascaded 3D fully convolutional networks for medical image segmentation. - Holger R. Roth; Hirohisa Oda; Xiangrong Zhou; Natsuki Shimizu; Ying Yang; Yuichiro Hayashi; Masahiro Oda 001; Michitaka Fujiwara; Kazunari Misawa; Kensaku Mori (Comput. Medical Imaging Graph., 2018)

On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks. - Chen Shen 002; Holger R. Roth; Hirohisa Oda; Masahiro Oda 001; Yuichiro Hayashi; Kazunari Misawa; Kensaku Mori (CoRR, 2018)

Deep learning and its application to medical image segmentation. - Holger R. Roth; Chen Shen 002; Hirohisa Oda; Masahiro Oda 001; Yuichiro Hayashi; Kazunari Misawa; Kensaku Mori (CoRR, 2018)

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 001; Kensaku Mori (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

Scanning, registration, and fiber estimation of rabbit hearts using micro-focus and refraction-contrast x-ray CT. - Hirohisa Oda; Holger R. Roth; Takaaki Sugino; Naoki Sunaguchi; Noriko Usami; Masahiro Oda 001; Daisuke Shimao; Shu Ichihara; Tetsuya Yuasa; Masami Ando; Toshiaki Akita; Yuji Narita; et al. (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

Lung segmentation based on a deep learning approach for dynamic chest radiography. - Yuki Kitahara; Rie Tanaka; Holger R. Roth; Hirohisa Oda; Kensaku Mori; Kazuo Kasahara; Isao Matsumoto (Computer-Aided Diagnosis, 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 001; Kensaku Mori (MICCAI (6), 2019)

Spaciousness Filters for Non-contrast CT Volume Segmentation of the Intestine Region for Emergency Ileus Diagnosis. - Hirohisa Oda; Kohei Nishio; Takayuki Kitasaka; Benjamin Villard; Hizuru Amano; Kosuke Chiba; Akinari Hinoki; Hiroo Uchida; Kojiro Suzuki; Hayato Itoh; Masahiro Oda 001; Kensaku Mori (UNSURE/CLIP@MICCAI, 2019)

Improving V-Nets for multi-class abdominal organ segmentation. - Chen Shen 002; Fausto Milletari; Holger R. Roth; Hirohisa Oda; Masahiro Oda 001; Yuichiro Hayashi; Kazunari Misawa; Kensaku Mori (Image Processing, 2019)

Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database. - Tong Zheng 001; Hirohisa Oda; Takayasu Moriya; Shota Nakamura; Masahiro Oda 001; Masaki Mori; Hirotsugu Takabatake; Hiroshi Natori; Kensaku Mori (CoRR, 2019)

Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images. - Hirohisa Oda; Kohei Nishio; Takayuki Kitasaka; Hizuru Amano; Aitaro Takimoto; Hiroo Uchida; Kojiro Suzuki; Hayato Itoh; Masahiro Oda 001; Kensaku Mori (Computer-Aided Diagnosis, 2020)

Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database. - Tong Zheng 001; Hirohisa Oda; Takayasu Moriya; Takaaki Sugino; Shota Nakamura; Masahiro Oda 001; Masaki Mori; Hirotsugu Takabatake; Hiroshi Natori; Kensaku Mori (Image Processing, 2020)

Super-resolution of clinical CT volumes with modified CycleGAN using micro CT volumes. - Tong Zheng 001; Hirohisa Oda; Takayasu Moriya; Takaaki Sugino; Shota Nakamura; Masahiro Oda 001; Masaki Mori; Hirotsugu Takabatake; Hiroshi Natori; Kensaku Mori (CoRR, 2020)

Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset. - Tong Zheng 001; Hirohisa Oda; Masahiro Oda 001; Shota Nakamura; Masaki Mori; Hirotsugu Takabatake; Hiroshi Natori; Kensaku Mori (CoRR, 2020)

Intestine Segmentation with Small Computational Cost for Diagnosis Assistance of Ileus and Intestinal Obstruction. - Hirohisa Oda; Yuichiro Hayashi; Takayuki Kitasaka; Aitaro Takimoto; Akinari Hinoki; Hiroo Uchida; Kojiro Suzuki; Masahiro Oda 001; Kensaku Mori (CLIP/DCL/LL-COVID19/PPML@MICCAI, 2021)

Intestinal region reconstruction of ileus cases from 3D CT images based on graphical representation and its visualization. - Hirohisa Oda; Yuichiro Hayashi; Takayuki Kitasaka; Yudai Tamada; Aitaro Takimoto; Akinari Hinoki; Hiroo Uchida; Kojiro Suzuki; Hayato Itoh; Masahiro Oda 001; Kensaku Mori (Computer-Aided Diagnosis, 2021)

Super-Resolution by Latent Space Exploration: Training with Poorly-Aligned Clinical and Micro CT Image Dataset. - Tong Zheng 001; Hirohisa Oda; Yuichiro Hayashi; Shota Nakamura; Masahiro Oda 001; Kensaku Mori (SASHIMI@MICCAI, 2021)

Synthetic laparoscopic video generation for machine learning-based surgical instrument segmentation from real laparoscopic video and virtual surgical instruments. - Takuya Ozawa; Yuichiro Hayashi; Hirohisa Oda; Masahiro Oda 001; Takayuki Kitasaka; Nobuyoshi Takeshita; Masaaki Ito; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021)

Multi-class prediction for improving intestine segmentation on non-fecal-tagged CT volume. - Hirohisa Oda; Yuichiro Hayashi; Takayuki Kitasaka; Aitaro Takimoto; Akinari Hinoki; Hiroo Uchida; Kojiro Suzuki; Masahiro Oda 001; Kensaku Mori (Computer-Aided Diagnosis, 2022)

Coarse-to-fine cascade framework for cross-modality super-resolution on clinical/micro CT dataset. - Tong Zheng 001; Hirohisa Oda; Yuichiro Hayashi; Shota Nakamura; Masaki Mori; Hirotsugu Takabatake; Hiroshi Natori; Masahiro Oda 001; Kensaku Mori (Image Processing, 2022)

M U-Net: Intestine Segmentation Using Multi-dimensional Features for Ileus Diagnosis Assistance. - Qin An; Hirohisa Oda; Yuichiro Hayashi; Takayuki Kitasaka; Akinari Hinoki; Hiroo Uchida; Kojiro Suzuki; Aitaro Takimoto; Masahiro Oda 001; Kensaku Mori (AMAI@MICCAI, 2023)

L-former: a lightweight transformer for realistic medical image generation and its application to super-resolution. - Tong Zheng 001; Hirohisa Oda; Yuichiro Hayashi; Shota Nakamura; Masaki Mori; Hirotsugu Takabatake; Hiroshi Natori; Masahiro Oda 001; Kensaku Mori (Image Processing, 2023)

HTSeg: Hybrid Two-Stage Segmentation Framework for Intestine Segmentation from CT Volumes. - Qin An; Hirohisa Oda; Yuichiro Hayashi; Takayuki Kitasaka; Aitaro Takimoto; Akinari Hinoki; Hiroo Uchida; Kojiro Suzuki; Masahiro Oda 001; Kensaku Mori (CLIP@MICCAI, 2024)

SGSR: style-subnets-assisted generative latent bank for large-factor super-resolution with registered medical image dataset. - Tong Zheng 001; Hirohisa Oda; Yuichiro Hayashi; Shota Nakamura; Masaki Mori; Hirotsugu Takabatake; Hiroshi Natori; Masahiro Oda 001; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2024)

Multi-dimensional consistency learning between 2D Swin U-Net and 3D U-Net for intestine segmentation from CT volume. - Qin An; Hirohisa Oda; Yuichiro Hayashi; Takayuki Kitasaka; Hiroo Uchida; Akinari Hinoki; Kojiro Suzuki; Aitaro Takimoto; Masahiro Oda 001; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2025)