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

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; Kensaku Mori (Clinical Image-Based Procedures - 13th International Workshop, CLIP 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings, 2024)

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; Kensaku Mori (Applications of Medical Artificial Intelligence - Second International Workshop, AMAI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings, 2023)

L-former: a lightweight transformer for realistic medical image generation and its application to super-resolution - Tong Zheng; Hirohisa Oda; Yuichiro Hayashi; Shota Nakamura; Masaki Mori; Hirotsugu Takabatake; Hiroshi Natori; Masahiro Oda; Kensaku Mori (Medical Imaging 2023: Image Processing, San Diego, CA, USA, February 19-23, 2023, 2023)

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; Kensaku Mori (Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, CA, USA, February 20-24, 2022 / online, March 21-27, 2022, 2022)

Coarse-to-fine cascade framework for cross-modality super-resolution on clinical/micro CT dataset - Tong Zheng; Hirohisa Oda; Yuichiro Hayashi; Shota Nakamura; Masaki Mori; Hirotsugu Takabatake; Hiroshi Natori; Masahiro Oda; Kensaku Mori (Medical Imaging 2022: Image Processing, San Diego, CA, USA, February 20-24, 2022 / Online, March 21-27, 2022, 2022)

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; Takayuki Kitasaka; Nobuyoshi Takeshita; Masaaki Ito; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021)

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; Kensaku Mori (Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning - 10th Workshop, CLIP 2021, Second Workshop, DCL 2021, First Workshop, LL-COVID19 2021, and First Workshop and Tutorial, PPML 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021, Proceedings, 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; Kensaku Mori (Medical Imaging 2021: Computer-Aided Diagnosis, Online, February 15-20, 2021, 2021)

Super-Resolution by Latent Space Exploration: Training with Poorly-Aligned Clinical and Micro CT Image Dataset - Tong Zheng; Hirohisa Oda; Yuichiro Hayashi; Shota Nakamura; Masahiro Oda; Kensaku Mori (Simulation and Synthesis in Medical Imaging - 6th International Workshop, SASHIMI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings, 2021)

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; Kensaku Mori (Medical Imaging 2020: Computer-Aided Diagnosis, Houston, TX, USA, February 16-19, 2020, 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 (Medical Imaging 2020: Image Processing, Houston, TX, USA, February 15-20, 2020, 2020)

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; Kensaku Mori (CoRR, 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)

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

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 (Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 16-21 February 2019, 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; Daisuke Shimao; Shu Ichihara; Tetsuya Yuasa; Masami Ando; Toshiaki Akita; Yuji Narita; et al. (Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 16-21 February 2019, 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 (Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, California, United States, 16-21 February 2019, 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; Kensaku Mori (Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures - First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings, 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 (Medical Image Computing and Computer Assisted Intervention - MICCAI 2019 - 22nd International Conference, Shenzhen, China, October 13-17, 2019, Proceedings, Part VI, 2019)

Improving V-Nets for multi-class abdominal organ segmentation - Chen Shen; Fausto Milletari; Holger R. Roth; Hirohisa Oda; Masahiro Oda; Yuichiro Hayashi; Kazunari Misawa; Kensaku Mori (Medical Imaging 2019: Image Processing, San Diego, California, United States, 16-21 February 2019, 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)

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; Michitaka Fujiwara; Kazunari Misawa; Kensaku Mori (Comput. Medical Imaging Graph., 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 (Medical Imaging 2018: Biomedical Applications in Molecular, Structural, and Functional Imaging, Houston, Texas, United States, 10-15 February 2018, 2018)

Dense volumetric detection and segmentation of mediastinal lymph nodes in chest CT images - 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 (Medical Imaging 2018: Computer-Aided Diagnosis, Houston, Texas, USA, 10-15 February 2018, 2018)

BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images - Hirohisa Oda; Holger R. Roth; Kosuke Chiba; Jure Sokolic; Takayuki Kitasaka; Masahiro Oda; Akinari Hinoki; Hiroo Uchida; Julia A. Schnabel; Kensaku Mori (Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II, 2018)

A Multi-scale Pyramid of 3D Fully Convolutional Networks for Abdominal Multi-organ Segmentation - Holger R. Roth; Chen Shen; Hirohisa Oda; Takaaki Sugino; Masahiro Oda; Yuichiro Hayashi; Kazunari Misawa; Kensaku Mori (Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV, 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 (Medical Imaging 2018: Digital Pathology, Houston, Texas, United States, 10-15 February 2018, 2018)

Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks - Holger Roth; Masahiro Oda; Natsuki Shimizu; Hirohisa Oda; Yuichiro Hayashi; Takayuki Kitasaka; Michitaka Fujiwara; Kazunari Misawa; Kensaku Mori (Medical Imaging 2018: Image Processing, Houston, Texas, United States, 10-15 February 2018, 2018)

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

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

A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation - Holger R. Roth; Chen Shen; Hirohisa Oda; Takaaki Sugino; Masahiro Oda; Yuichiro Hayashi; Kazunari Misawa; Kensaku Mori (CoRR, 2018)

Extracellular matrix directions estimation of the heart on micro-focus x-ray CT volumes - Hirohisa Oda; Masahiro Oda; Takayuki Kitasaka; Toshiaki Akita; Kensaku Mori (Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and Functional Imaging, Orlando, Florida, United States, 11-16 February 2017, 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; Takayuki Kitasaka; Shingo Iwano; Hirotoshi Honma; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Julia A. Schnabel; Kensaku Mori (Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida, United States, 11-16 February 2017, 2017)

Micro-CT Guided 3D Reconstruction of Histological Images - Kai Nagara; Holger R. Roth; Shota Nakamura; Hirohisa Oda; Takayasu Moriya; Masahiro Oda; Kensaku Mori (Patch-Based Techniques in Medical Imaging - Third International Workshop, Patch-MI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14, 2017, Proceedings, 2017)

TBS: Tensor-Based Supervoxels for Unfolding the Heart - Hirohisa Oda; Holger R. Roth; Kanwal K. Bhatia; Masahiro Oda; Takayuki Kitasaka; Toshiaki Akita; Julia A. Schnabel; Kensaku Mori (Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I, 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; 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; 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; Alexander Cavallaro; Michael M. Lell; Marc Kachelrieß; Hirohisa Oda; Kensaku Mori; Andreas K. Maier (CoRR, 2017)

Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks - Holger Roth; Masahiro Oda; Natsuki Shimizu; Hirohisa Oda; Yuichiro Hayashi; Takayuki Kitasaka; Michitaka Fujiwara; Kazunari Misawa; Kensaku Mori (CoRR, 2017)

Cascade Registration of Micro CT Volumes Taken in Multiple Resolutions - Kai Nagara; Hirohisa Oda; Shota Nakamura; Masahiro Oda; Hirotoshi Honma; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Daniel Rueckert; Kensaku Mori (Medical Imaging and Augmented Reality - 7th International Conference, MIAR 2016, Bern, Switzerland, August 24-26, 2016, Proceedings, 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; Takayuki Kitasaka; Shingo Iwano; Hirotoshi Honma; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February - 3 March 2016, 2016)