Development of a Navigation-Based CAD System for Colon. - Masahiro Oda 001; Takayuki Kitasaka; Yuichiro Hayashi; Kensaku Mori; Yasuhito Suenaga; Jun-ichiro Toriwaki (MICCAI, 2005)

A new method for detecting colonic polyps based on local intensity structure analysis from 3D abdominal CT images. - Masahiro Oda 001; Yuichi Nakada; Takayuki Kitasaka; Kensaku Mori; Yasuhito Suenaga; Tetsuji Takayama; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Shigeru Nawano (Computer-Aided Diagnosis, 2007)

Digital bowel cleansing free detection method of colonic polyp from fecal tagging CT images. - Masahiro Oda 001; Takayuki Kitasaka; Kensaku Mori; Yasuhito Suenaga; Tetsuji Takayama; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Shigeru Nawano (Computer-Aided Diagnosis, 2008)

Haustral fold detection method for CT colonography based on difference filter along colon centerline. - Masahiro Oda 001; Takayuki Kitasaka; Kensaku Mori; Yasuhito Suenaga; Tetsuji Takayama; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Shigeru Nawano (Computer-Aided Diagnosis, 2009)

Automated Nomenclature of Upper Abdominal Arteries for Displaying Anatomical Names on Virtual Laparoscopic Images. - Kensaku Mori; Masahiro Oda 001; Tomohiko Egusa; Zhengang Jiang; Takayuki Kitasaka; Michitaka Fujiwara; Kazunari Misawa (MIAR, 2010)

Haustral fold registration in CT colonography and its application to registration of virtual stretched view of the colon. - Eiichiro Fukano; Masahiro Oda 001; Takayuki Kitasaka; Yasuhito Suenaga; Tetsuji Takayama; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Shigeru Nawano; Kensaku Mori (Computer-Aided Diagnosis, 2010)

Development of CAD prototype system for Crohn's disease. - Masahiro Oda 001; Takayuki Kitasaka; Kazuhiro Furukawa; Osamu Watanabe; Takafumi Ando; Hidemi Goto; Kensaku Mori (Computer-Aided Diagnosis, 2010)

Synchronized Display of Virtual Colonoscopic Views in Supine and Prone CT Images. - Masahiro Oda 001; Eiichiro Fukano; Takayuki Kitasaka; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Shigeru Nawano; Kensaku Mori (Virtual Colonoscopy and Abdominal Imaging, 2010)

Detection of longitudinal ulcer using roughness value for computer aided diagnosis of Crohn's disease. - Masahiro Oda 001; Takayuki Kitasaka; Kazuhiro Furukawa; Osamu Watanabe; Takafumi Ando; Hidemi Goto; Kensaku Mori (Computer-Aided Diagnosis, 2011)

Organ Segmentation from 3D Abdominal CT Images Based on Atlas Selection and Graph Cut. - Masahiro Oda 001; Teruhisa Nakaoka; Takayuki Kitasaka; Kazuhiro Furukawa; Kazunari Misawa; Michitaka Fujiwara; Kensaku Mori (Abdominal Imaging, 2011)

A study on automated anatomical labeling to arteries concerning with colon from 3D abdominal CT images. - Bui Huy Hoang; Masahiro Oda 001; Zhengang Jiang; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Kensaku Mori (Image Processing, 2011)

Automated incision line determination for virtual unfolded view generation of the stomach from 3D abdominal CT images. - Tomoaki Suito; Masahiro Oda 001; Takayuki Kitasaka; Gen Iinuma; Kazunari Misawa; Shigeru Nawano; Kensaku Mori (Computer-Aided Diagnosis, 2012)

Automated Detection of Mediastinal Lymph Nodes for Assistance of Transbronchial Needle Aspiration. - Takayuki Kitasaka; Mitsuhiro Kishimoto; Masahiro Oda 001; Shingo Iwano; Kensaku Mori (AE-CAI, 2012)

Method for Detecting Enlarged Lymph Nodes from 3D Abdominal CT Images with a Multi-shape and Multi-scale Ellipsoidal Structure Detection Filter. - Masahiro Oda 001; Takayuki Kitasaka; Michitaka Fujiwara; Kazunari Misawa; Kensaku Mori (Abdominal Imaging, 2012)

Evaluation of deformation accuracy of a virtual pneumoperitoneum method based on clinical trials for patient-specific laparoscopic surgery simulator. - Masahiro Oda 001; Jia Di Qu; Yukitaka Nimura; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (Image-Guided Procedures, 2012)

Automated anatomical labeling method for abdominal arteries extracted from 3D abdominal CT images. - Masahiro Oda 001; Bui Huy Hoang; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Kensaku Mori (Image Processing, 2012)

Supine and prone registration of the colon for CT colonography based on dynamic programming technique. - Masahiro Oda 001; Eiichiro Fukano; Takayuki Kitasaka; Tetsuji Takayama; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Shigeru Nawano; Kensaku Mori (Computer-Aided Diagnosis, 2013)

Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images. - Chengwen Chu; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Yuichiro Hayashi; Yukitaka Nimura; Daniel Rueckert; Kensaku Mori (MICCAI (2), 2013)

Semi-automated Virtual Unfolded View Generation Method of Stomach from CT Volumes. - Masahiro Oda 001; Tomoaki Suito; Yuichiro Hayashi; Takayuki Kitasaka; Kazuhiro Furukawa; Ryoji Miyahara; Yoshiki Hirooka; Hidemi Goto; Gen Iinuma; Kazunari Misawa; Shigeru Nawano; Kensaku Mori (MICCAI (1), 2013)

Multi-organ segmentation from 3D abdominal CT images using patient-specific weighted-probabilistic atlas. - Chengwen Chu; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Yuichiro Hayashi; Robin Wolz; Daniel Rueckert; Kensaku Mori (Image Processing, 2013)

A method for automated anatomical labeling of abdominal veins extracted from 3D CT images. - Tetsuro Matsuzaki; Masahiro Oda 001; Takayuki Kitasaka; Yuichiro Hayashi; Kazunaru Misawa; Kensaku Mori (Image Processing, 2013)

Automated Ulcer Detection Method from CT Images for Computer Aided Diagnosis of Crohn's Disease. - Masahiro Oda 001; Takayuki Kitasaka; Kazuhiro Furukawa; Osamu Watanabe; Takafumi Ando; Hidemi Goto; Kensaku Mori (IEICE Trans. Inf. Syst., 2013)

Colonoscope navigation system using colonoscope tracking method based on line registration. - Masahiro Oda 001; Hiroaki Kondo; Takayuki Kitasaka; Kazuhiro Furukawa; Ryoji Miyahara; Yoshiki Hirooka; Hidemi Goto; Nassir Navab; Kensaku Mori (Image-Guided Procedures, 2014)

Development of automated extraction method of biliary tract from abdominal CT volumes based on local intensity structure analysis. - Kusuto Koga; Yuichiro Hayashi; Tomoaki Hirose; Masahiro Oda 001; Takayuki Kitasaka; Tsuyoshi Igami; Masato Nagino; Kensaku Mori (Image Processing, 2014)

A study on improvement of airway segmentation using Hybrid method. - Meng Qier; Takayuki Kitasaka; Yukitaka Nimura; Masahiro Oda 001; Kensaku Mori (ACPR, 2015)

Connection method of separated luminal regions of intestine from CT volumes. - Masahiro Oda 001; Takayuki Kitasaka; Kazuhiro Furukawa; Osamu Watanabe; Takafumi Ando; Yoshiki Hirooka; Hidemi Goto; Kensaku Mori (Computer-Aided Diagnosis, 2015)

Automated branching pattern report generation for laparoscopic surgery assistance. - Masahiro Oda 001; Tetsuro Matsuzaki; Yuichiro Hayashi; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (Computer-Aided Diagnosis, 2015)

Structure Specific Atlas Generation and Its Application to Pancreas Segmentation from Contrasted Abdominal CT Volumes. - Kenichi Karasawa; Takayuki Kitasaka; Masahiro Oda 001; Yukitaka Nimura; Yuichiro Hayashi; Michitaka Fujiwara; Kazunari Misawa; Daniel Rueckert; Kensaku Mori (MCV@MICCAI, 2015)

Tracking Accuracy Evaluation of Electromagnetic Sensor-Based Colonoscope Tracking Method. - Masahiro Oda 001; Hiroaki Kondo; Takayuki Kitasaka; Kazuhiro Furukawa; Ryoji Miyahara; Yoshiki Hirooka; Hidemi Goto; Nassir Navab; Kensaku Mori (CARE@MICCAI, 2015)

Pancreas segmentation from 3D abdominal CT images using patient-specific weighted subspatial probabilistic atlases. - Kenichi Karasawa; Masahiro Oda 001; Yuichiro Hayashi; Yukitaka Nimura; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Daniel Rueckert; Kensaku Mori (Image Processing, 2015)

Automated anatomical labeling of abdominal arteries and hepatic portal system extracted from abdominal CT volumes. - Tetsuro Matsuzaki; Masahiro Oda 001; Takayuki Kitasaka; Yuichiro Hayashi; Kazunari Misawa; Kensaku Mori (Medical Image Anal., 2015)

Influence of 3D images and 3D-printed objects on spatial reasoning. - Akihiro Maehigashi; Kazuhisa Miwa; Masahiro Oda 001; Yoshihiko Nakamura; Kensaku Mori; Tsuyoshi Igami (CogSci, 2016)

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)

Ensemble lymph node detection from CT volumes combining local intensity structure analysis approach and appearance learning approach. - Yoshihiko Nakamura; Yukitaka Nimura; Masahiro Oda 001; Takayuki Kitasaka; Kazuhiro Furukawa; Hidemi Goto; Michitaka Fujiwara; Kazunari Misawa; Kensaku Mori (Computer-Aided Diagnosis, 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)

Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation. - Masahiro Oda 001; Natsuki Shimizu; Kenichi Karasawa; Yukitaka Nimura; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Daniel Rueckert; Kensaku Mori (MICCAI (2), 2016)

Tensor-Based Graph-Cut in Riemannian Metric Space and Its Application to Renal Artery Segmentation. - Chenglong Wang; Masahiro Oda 001; Yuichiro Hayashi; Yasushi Yoshino; Tokunori Yamamoto; Alejandro F. Frangi; Kensaku Mori (MICCAI (3), 2016)

Position-based adjustment of landmark-based correspondence finding in electromagnetic sensor-based colonoscope tracking method. - Masahiro Oda 001; Hiroaki Kondo; Takayuki Kitasaka; Kazuhiro Furukawa; Ryoji Miyahara; Yoshiki Hirooka; Hidemi Goto; Nassir Navab; Kensaku Mori (Image-Guided Procedures, 2016)

Accurate airway segmentation based on intensity structure analysis and graph-cut. - Qier Meng; Takayuki Kitasaka; Yukitaka Nimura; Masahiro Oda 001; Kensaku Mori (Image Processing, 2016)

Precise renal artery segmentation for estimation of renal vascular dominant regions. - Chenglong Wang; Mitsuru Kagajo; Yoshihiko Nakamura; Masahiro Oda 001; Yasushi Yoshino; Tokunori Yamamoto; Kensaku Mori (Image Processing, 2016)

Clinical application of a surgical navigation system based on virtual laparoscopy in laparoscopic gastrectomy for gastric cancer. - Yuichiro Hayashi; Kazunari Misawa; Masahiro Oda 001; David J. Hawkes; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2016)

Automatic segmentation of head anatomical structures from sparsely-annotated images. - Takaaki Sugino; Holger R. Roth; Mohammad Eshghi; Masahiro Oda 001; Min Suk Chung; Kensaku Mori (CBS, 2017)

Influence of using 3D images and 3D-printed objects on spatial reasoning of experts and novices. - Akihiro Maehigashi; Kazuhisa Miwa; Masahiro Oda 001; Yoshihiko Nakamura; Kensaku Mori; Tsuyoshi Igami (CogSci, 2017)

Extraction of membrane structure in eyeball from MR volumes. - Masahiro Oda 001; Taichi Kin; Kensaku Mori (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2017)

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)

Airway extraction from 3D chest CT volumes based on iterative extension of VOI enhanced by cavity enhancement filter. - Qier Meng; Takayuki Kitasaka; Masahiro Oda 001; Kensaku Mori (Computer-Aided Diagnosis, 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)

Tracking and Segmentation of the Airways in Chest CT Using a Fully Convolutional Network. - Qier Meng; Holger R. Roth; Takayuki Kitasaka; Masahiro Oda 001; Junji Ueno; Kensaku Mori (MICCAI (2), 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)

3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation. - Masahiro Oda 001; Natsuki Shimizu; Holger R. Roth; Kenichi Karasawa; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Daniel Rueckert; Kensaku Mori (DLMIA/ML-CDS@MICCAI, 2017)

Motion Vector for Outlier Elimination in Feature Matching and Its Application in SLAM Based Laparoscopic Tracking. - Cheng Wang 027; Masahiro Oda 001; Yuichiro Hayashi; Kazunari Misawa; Holger Roth; Kensaku Mori (CARE/CLIP@MICCAI, 2017)

Comparison of the deep-learning-based automated segmentation methods for the head sectioned images of the virtual Korean human project. - Mohammad Eshghi; Holger R. Roth; Masahiro Oda 001; Min Suk Chung; Kensaku Mori (MVA, 2017)

Automatic anatomical labeling of arteries and veins using conditional random fields. - Takayuki Kitasaka; Mitsuru Kagajo; Yukitaka Nimura; Yuichiro Hayashi; Masahiro Oda 001; Kazunari Misawa; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2017)

Automatic segmentation of airway tree based on local intensity filter and machine learning technique in 3D chest CT volume. - Qier Meng; Takayuki Kitasaka; Yukitaka Nimura; Masahiro Oda 001; Junji Ueno; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2017)

Accuracy of computer-aided diagnosis based on narrow-band imaging endocytoscopy for diagnosing colorectal lesions: comparison with experts. - Masashi Misawa; Shin-ei Kudo; Yuichi Mori; Kenichi Takeda; Yasuharu Maeda; Shinichi Kataoka; Hiroki Nakamura; Toyoki Kudo; Kunihiko Wakamura; Takemasa Hayashi; Atsushi Katagiri; Toshiyuki Baba; et al. (Int. J. Comput. Assist. Radiol. Surg., 2017)

Robust colonoscope tracking method for colon deformations utilizing coarse-to-fine correspondence findings. - Masahiro Oda 001; Hiroaki Kondo; Takayuki Kitasaka; Kazuhiro Furukawa; Ryoji Miyahara; Yoshiki Hirooka; Hidemi Goto; Nassir Navab; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2017)

Airway segmentation from 3D chest CT volumes based on volume of interest using gradient vector flow. - Qier Meng; Takayuki Kitasaka; Masahiro Oda 001; Junji Ueno; Kensaku Mori (CoRR, 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)

Multi-atlas pancreas segmentation: Atlas selection based on vessel structure. - Kenichi Karasawa; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Chengwen Chu; Guoyan Zheng; Daniel Rueckert; Kensaku Mori (Medical Image Anal., 2017)

Discriminative Feature Selection by Optimal Manifold Search for Neoplastic Image Recognition. - Hayato Itoh; Yuichi Mori; Masashi Misawa; Masahiro Oda 001; Shin-ei Kudo; Kensaku Mori (ECCV Workshops (4), 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 001; Kensaku Mori (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Automatic segmentation of eyeball structures from micro-CT images based on sparse annotation. - Takaaki Sugino; Holger R. Roth; Masahiro Oda 001; Seiji Omata; Shinya Sakuma; Fumihito Arai; Kensaku Mori (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2018)

Cascade classification of endocytoscopic images of colorectal lesions for automated pathological diagnosis. - Hayato Itoh; Yuichi Mori; Masashi Misawa; Masahiro Oda 001; Shin-ei Kudo; Kensaku Mori (Computer-Aided Diagnosis, 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)

Towards Automated Colonoscopy Diagnosis: Binary Polyp Size Estimation via Unsupervised Depth Learning. - Hayato Itoh; Holger R. Roth; Le Lu 001; Masahiro Oda 001; Masashi Misawa; Yuichi Mori; Shin-ei Kudo; Kensaku Mori (MICCAI (2), 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)

Colon Shape Estimation Method for Colonoscope Tracking Using Recurrent Neural Networks. - Masahiro Oda 001; Holger R. Roth; Takayuki Kitasaka; Kazuhiro Furukawa; Ryoji Miyahara; Yoshiki Hirooka; Hidemi Goto; Nassir Navab; Kensaku Mori (MICCAI (4), 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)

Fully Convolutional Network-Based Eyeball Segmentation from Sparse Annotation for Eye Surgery Simulation Model. - Takaaki Sugino; Holger R. Roth; Masahiro Oda 001; Kensaku Mori (POCUS/BIVPCS/CuRIOUS/CPM@MICCAI, 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)

Machine learning-based colon deformation estimation method for colonoscope tracking. - Masahiro Oda 001; Takayuki Kitasaka; Kazuhiro Furukawa; Ryoji Miyahara; Yoshiki Hirooka; Hidemi Goto; Nassir Navab; Kensaku Mori (Image-Guided Procedures, 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)

Fine segmentation of tiny blood vessel based on fully-connected conditional random field. - Chenglong Wang; Masahiro Oda 001; Yasushi Yoshino; Tokunori Yamamoto; 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)

Polyp-size classification with RGB-D features for colonoscopy. - Hayato Itoh; Holger R. Roth; Yuichi Mori; Masashi Misawa; Masahiro Oda 001; Shin-ei Kudo; Kensaku Mori (Computer-Aided Diagnosis, 2019)

Weakly-supervised deep learning of interstitial lung disease types on CT images. - Chenglong Wang; Takayasu Moriya; Yuichiro Hayashi; Holger Roth; Le Lu 001; Masahiro Oda 001; Hirotugu Ohkubo; Kensaku Mori (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)

Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images. - Chenglong Wang; Yuichiro Hayashi; Masahiro Oda 001; Hayato Itoh; Takayuki Kitasaka; Alejandro F. Frangi; Kensaku Mori (MICCAI (6), 2019)

Colonoscope tracking method based on shape estimation network. - Masahiro Oda 001; Holger R. Roth; Takayuki Kitasaka; Kazuhiro Furukawa; Ryoji Miyahara; Yoshiki Hirooka; Nassir Navab; Kensaku Mori (Image-Guided Procedures, 2019)

Visual SLAM for bronchoscope tracking and bronchus reconstruction in bronchoscopic navigation. - Cheng Wang 027; Masahiro Oda 001; Yuichiro Hayashi; Takayuki Kitasaka; Hirotoshi Honma; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Image-Guided Procedures, 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)

Abdominal artery segmentation method from CT volumes using fully convolutional neural network. - Masahiro Oda 001; Holger R. Roth; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2019)

Precise estimation of renal vascular dominant regions using spatially aware fully convolutional networks, tensor-cut and Voronoi diagrams. - Chenglong Wang; Holger R. Roth; Takayuki Kitasaka; Masahiro Oda 001; Yuichiro Hayashi; Yasushi Yoshino; Tokunori Yamamoto; Naoto Sassa; Momokazu Goto; Kensaku Mori (Comput. Medical Imaging Graph., 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)

Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset. - Yuichiro Hayashi; Chen Shen 002; Holger R. Roth; Masahiro Oda 001; Kazunari Misawa; Masahiro Jinzaki; Masahiro Hashimoto; Kanako K. Kumamaru; Shigeki Aoki; Kensaku Mori (Computer-Aided Diagnosis, 2020)

Visualising decision-reasoning regions in computer-aided pathological pattern diagnosis of endoscytoscopic images based on CNN weights analysis. - Hayato Itoh; Zhongyang Lu; Yuichi Mori; Masashi Misawa; Masahiro Oda 001; Shin-ei Kudo; Kensaku Mori (Computer-Aided Diagnosis, 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 001; Kensaku Mori (Computer-Aided Diagnosis, 2020)

Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique. - Masahiro Oda 001; Takefumi Yamaguchi; Hideki Fukuoka; Yuta Ueno; Kensaku Mori (Computer-Aided Diagnosis, 2020)

Organ segmentation from full-size CT images using memory-efficient FCN. - Chenglong Wang; Masahiro Oda 001; Kensaku Mori (Computer-Aided Diagnosis, 2020)

Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning. - Pochuan Wang; Chen Shen 002; Holger R. Roth; Dong Yang 005; Daguang Xu; Masahiro Oda 001; Kazunari Misawa; Po-Ting Chen; Kao-Lang Liu; Wei-Chih Liao; Weichung Wang; Kensaku Mori (DART/DCL@MICCAI, 2020)

Improved visual SLAM for bronchoscope tracking and registration with pre-operative CT images. - Cheng Wang 027; Masahiro Oda 001; Yuichiro Hayashi; Takayuki Kitasaka; Hirotoshi Honma; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Image-Guided Procedures, 2020)

Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization. - Chen Shen 002; Chenglong Wang; Holger R. Roth; Masahiro Oda 001; Yuichiro Hayashi; Kazunari Misawa; Kensaku Mori (Image Processing, 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)

Robust endocytoscopic image classification based on higher-order symmetric tensor analysis and multi-scale topological statistics. - Hayato Itoh; Yukitaka Nimura; Yuichi Mori; Masashi Misawa; Shin-ei Kudo; Kinichi Hotta; Kazuo Ohtsuka; Shoichi Saito; Yutaka Saito; Hiroaki Ikematsu; Yuichiro Hayashi; Masahiro Oda 001; et al. (Int. J. Comput. Assist. Radiol. Surg., 2020)

A visual SLAM-based bronchoscope tracking scheme for bronchoscopic navigation. - Cheng Wang 027; Masahiro Oda 001; Yuichiro Hayashi; Benjamin Villard; Takayuki Kitasaka; Hirotsugu Takabatake; Masaki Mori; Hirotoshi Honma; Hiroshi Natori; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 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)

Tensor-cut: A tensor-based graph-cut blood vessel segmentation method and its application to renal artery segmentation. - Chenglong Wang; Masahiro Oda 001; Yuichiro Hayashi; Yasushi Yoshino; Tokunori Yamamoto; Alejandro F. Frangi; Kensaku Mori (Medical Image Anal., 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)

COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty. - Masahiro Oda 001; Tong Zheng 001; Yuichiro Hayashi; Yoshito Otake; Masahiro Hashimoto; Toshiaki Akashi; Shigeki Aoki; Kensaku Mori (CLIP/DCL/LL-COVID19/PPML@MICCAI, 2021)

Attention-Guided Pancreatic Duct Segmentation from Abdominal CT Volumes. - Chen Shen 002; Holger R. Roth; Yuichiro Hayashi; Masahiro Oda 001; Tadaaki Miyamoto; Gen Sato; Kensaku Mori (CLIP/DCL/LL-COVID19/PPML@MICCAI, 2021)

Multi-task Federated Learning for Heterogeneous Pancreas Segmentation. - Chen Shen 002; Pochuan Wang; Holger R. Roth; Dong Yang 005; Daguang Xu; Masahiro Oda 001; Weichung Wang; Chiou-Shann Fuh; Po-Ting Chen; Kao-Lang Liu; Wei-Chih Liao; Kensaku Mori (CLIP/DCL/LL-COVID19/PPML@MICCAI, 2021)

Graph Cuts Loss to Boost Model Accuracy and Generalizability for Medical Image Segmentation. - Zhou Zheng; Masahiro Oda 001; Kensaku Mori (ICCVW, 2021)

Extraction of lung and lesion regions from COVID-19 CT volumes using 3D fully convolutional networks. - Yuichiro Hayashi; Masahiro Oda 001; Chen Shen 002; Masahiro Hashimoto; Yoshito Otake; Toshiaki Akashi; Kensaku Mori (Computer-Aided Diagnosis, 2021)

Dense-layer-based YOLO-v3 for detection and localization of colon perforations. - Kai Jiang; Hayato Itoh; Masahiro Oda 001; Taishi Okumura; Yuichi Mori; Masashi Misawa; Takemasa Hayashi; Shin-Ei Kudo; Kensaku Mori (Computer-Aided Diagnosis, 2021)

Extremely imbalanced subarachnoid hemorrhage detection based on DenseNet-LSTM network with class-balanced loss and transfer learning. - Zhongyang Lu; Masahiro Oda 001; Yuichiro Hayashi; Tao Hu 009; Hayato Itoh; Takeyuki Watadani; Osamu Abe; Masahiro Hashimoto; Masahiro Jinzaki; Kensaku Mori (Computer-Aided Diagnosis, 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)

Lung infection and normal region segmentation from CT volumes of COVID-19 cases. - Masahiro Oda 001; Yuichiro Hayashi; Yoshito Otake; Masahiro Hashimoto; Toshiaki Akashi; 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)

Single-shot three-dimensional reconstruction for colonoscopic image analysis. - Hayato Itoh; Masahiro Oda 001; Yuichi Mori; Masashi Misawa; Shin-ei Kudo; Kinichi Hotta; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Image-Guided Procedures, 2021)

Context encoder guided self-supervised siamese depth estimation based on stereo laparoscopic images. - Wenda Li 004; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (Image-Guided Procedures, 2021)

Bronchial orifice segmentation on bronchoscopic video frames based on generative adversarial depth estimation. - Cheng Wang 027; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Hirotoshi Honma; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Image-Guided Procedures, 2021)

Unsupervised segmentation of COVID-19 infected lung clinical CT volumes using image inpainting and representation learning. - Tong Zheng 001; Masahiro Oda 001; Chenglong Wang; Takayasu Moriya; Yuichiro Hayashi; Yoshito Otake; Masahiro Hashimoto; Toshiaki Akashi; Masaki Mori; Hirotsugu Takabatake; Hiroshi Natori; Kensaku Mori (Image Processing, 2021)

Binary polyp-size classification based on deep-learned spatial information. - Hayato Itoh; Masahiro Oda 001; Kai Jiang; Yuichi Mori; Masashi Misawa; Shin-ei Kudo; Kenichiro Imai; Sayo Ito; Kinichi Hotta; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2021)

Unsupervised colonoscopic depth estimation by domain translations with a Lambertian-reflection keeping auxiliary task. - Hayato Itoh; Masahiro Oda 001; Yuichi Mori; Masashi Misawa; Shin-ei Kudo; Kenichiro Imai; Sayo Ito; Kinichi Hotta; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2021)

Depth-based branching level estimation for bronchoscopic navigation. - Cheng Wang 027; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Hirotsugu Takabatake; Masaki Mori; Hirotoshi Honma; Hiroshi Natori; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 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)

TriMix: A General Framework for Medical Image Segmentation from Limited Supervision. - Zhou Zheng; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kensaku Mori (ACCV (6), 2022)

Blood Vessel Segmentation from Low-Contrast and Wide-Field Optical Microscopic Images of Cranial Window by Attention-Gate-Based Network. - Yunheng Wu; Masahiro Oda 001; Yuichiro Hayashi; Takanori Takebe; Shogo Nagata; Cheng Wang 027; Kensaku Mori (CVPR Workshops, 2022)

Real-time esophagus achalasia detection method for esophagoscopy assistance. - Kai Jiang; Masahiro Oda 001; Hironari Shiwaku; Masashi Misawa; Kensaku Mori (Computer-Aided Diagnosis, 2022)

Automated classification method of COVID-19 cases from chest CT volumes using 2D and 3D hybrid CNN for anisotropic volumes. - Masahiro Oda 001; Tong Zheng 001; Yuichiro Hayashi; Yoshito Otake; Masahiro Hashimoto; Toshiaki Akashi; Shigeki Aoki; Kensaku Mori (Computer-Aided Diagnosis, 2022)

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)

Taking full advantage of uncertainty estimation: an uncertainty-assisted two-stage pipeline for multi-organ segmentation. - Zhou Zheng; Masahiro Oda 001; Kazunari Misawa; Kensaku Mori (Computer-Aided Diagnosis, 2022)

Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method. - Tao Hu 009; Hayato Itoh; Masahiro Oda 001; Yuichiro Hayashi; Zhongyang Lu; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kanako K. Kumamaru; Toshiaki Akashi; Kensaku Mori (MICCAI (8), 2022)

Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI. - Hayato Itoh; Tao Hu 009; Masahiro Oda 001; Shinji Saiki; Koji Kamagata; Nobutaka Hattori; Shigeki Aoki; Kensaku Mori (MMMI@MICCAI, 2022)

Geometric Constraints for Self-supervised Monocular Depth Estimation on Laparoscopic Images with Dual-task Consistency. - Wenda Li 004; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (MICCAI (4), 2022)

Joint Multi Organ and Tumor Segmentation from Partial Labels Using Federated Learning. - Chen Shen 002; Pochuan Wang; Dong Yang 005; Daguang Xu; Masahiro Oda 001; Po-Ting Chen; Kao-Lang Liu; Wei-Chih Liao; Chiou-Shann Fuh; Kensaku Mori; Weichung Wang; Holger R. Roth (DeCaF/FAIR@MICCAI, 2022)

Self-supervised depth estimation with uncertainty-weight joint loss function based on laparoscopic videos. - Wenda Li 004; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (Image-Guided Procedures, 2022)

Bronchial orifice tracking-based branch level estimation for bronchoscopic navigation. - Cheng Wang 027; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Hitotsugu Takabatake; Masaki Mori; Hirotoshi Honma; Hiroshi Natori; Kensaku Mori (Image-Guided Procedures, 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)

Effective hyperparameter optimization with proxy data for multi-organ segmentation. - Chen Shen 002; Holger R. Roth; Vishwesh Nath; Yuichiro Hayashi; Masahiro Oda 001; Kazunari Misawa; Kensaku Mori (Image Processing, 2022)

Size-reweighted cascaded fully convolutional network for substantia nigra segmentation from T2 MRI. - Tao Hu 009; Hayato Itoh; Masahiro Oda 001; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kensaku Mori (Image Processing, 2022)

Substantia nigra analysis by tensor decomposition of T2-weighted images for Parkinson's disease diagnosis. - Hayato Itoh; Masahiro Oda 001; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kensaku Mori (Image Processing, 2022)

Spatial label smoothing via aleatoric uncertainty for bleeding region segmentation from laparoscopic videos. - Jie Qiu; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Nobuyoshi Takeshita; Masaaki Ito; Kensaku Mori (Image Processing, 2022)

Aorta-aware GAN for non-contrast to artery contrasted CT translation and its application to abdominal aortic aneurysm detection. - Tao Hu 009; Masahiro Oda 001; Yuichiro Hayashi; Zhongyang Lu; Kanako Kunishima Kumamaru; Toshiaki Akashi; Shigeki Aoki; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2022)

Positive-gradient-weighted object activation mapping: visual explanation of object detector towards precise colorectal-polyp localisation. - Hayato Itoh; Masashi Misawa; Yuichi Mori; Shin-Ei Kudo; Masahiro Oda 001; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2022)

A cascaded fully convolutional network framework for dilated pancreatic duct segmentation. - Chen Shen 002; Holger R. Roth; Yuichiro Hayashi; Masahiro Oda 001; Tadaaki Miyamoto; Gen Sato; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2022)

Uncertainty meets 3D-spatial feature in colonoscopic polyp-size determination. - Hayato Itoh; Masahiro Oda 001; Kai Jiang; Yuichi Mori; Masashi Misawa; Shin-Ei Kudo; Kenichiro Imai; Sayo Ito; Kinichi Hotta; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022)

Spatially variant biases considered self-supervised depth estimation based on laparoscopic videos. - Wenda Li 004; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022)

Depth estimation from single-shot monocular endoscope image using image domain adaptation and edge-aware depth estimation. - Masahiro Oda 001; Hayato Itoh; Kiyohito Tanaka; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2022)

Realistic Endoscopic Image Generation Method Using Virtual-to-real Image-domain Translation. - Masahiro Oda 001; Kiyohito Tanaka; Hirotsugu Takabatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (CoRR, 2022)

Thrombosis region extraction and quantitative analysis in confocal laser scanning microscopic image sequence in in-vivo imaging. - Yunheng Wu; Masahiro Oda 001; Yuichiro Hayashi; Shuntaro Kawamura; Takanori Takebe; Kensaku Mori (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2023)

Classification of COVID-19 cases from chest CT volumes using hybrid model of 3D CNN and 3D MLP-mixer. - Masahiro Oda 001; Tong Zheng 001; Yuichiro Hayashi; Yoshito Otake; Masahiro Hashimoto; Toshiaki Akashi; Shigeki Aoki; Kensaku Mori (Computer-Aided Diagnosis, 2023)

Improved method for COVID-19 classification of complex-architecture CNN from chest CT volumes using orthogonal ensemble networks. - Ryo Toda; Masahiro Oda 001; Yuichiro Hayashi; Yoshito Otake; Masahiro Hashimoto; Toshiaki Akashi; Shigeki Aoki; Kensaku Mori (Computer-Aided Diagnosis, 2023)

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)

Multi-view Guidance for Self-supervised Monocular Depth Estimation on Laparoscopic Images via Spatio-Temporal Correspondence. - Wenda Li 004; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (MICCAI (9), 2023)

ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data. - Pochuan Wang; Chen Shen 002; Weichung Wang; Masahiro Oda 001; Chiou-Shann Fuh; Kensaku Mori; Holger R. Roth (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

Masked Frequency Consistency for Domain-Adaptive Semantic Segmentation of Laparoscopic Images. - Xinkai Zhao; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kensaku Mori (MICCAI (1), 2023)

A semantic segmentation method for laparoscopic images using semantically similar groups. - Leo Uramoto; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (Image-Guided Procedures, 2023)

Real bronchoscopic images-based bronchial nomenclature: a preliminary study. - Cheng Wang 027; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Hirotsugu Takabatake; Masaki Mori; Hirotoshi Honma; Hiroshi Natori; Kensaku Mori (Image-Guided Procedures, 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)

Priority attention network with Bayesian learning for fully automatic segmentation of substantia nigra from neuromelanin MRI. - Tao Hu 009; Hayato Itoh; Masahiro Oda 001; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kensaku Mori (Image Processing, 2023)

Octree cube constraints in PBD method for high resolution surgical simulation. - Rintaro Miyazaki; Yuichiro Hayashi; Masahiro Oda 001; Kensaku Mori (Image Processing, 2023)

Identifying Suspicious Regions of Covid-19 by Abnormality-Sensitive Activation Mapping. - Ryo Toda; Hayato Itoh; Masahiro Oda 001; Yuichiro Hayashi; Yoshito Otake; Masahiro Hashimoto; Toshiaki Akashi; Shigeki Aoki; Kensaku Mori (CoRR, 2023)

Class-wise confidence-aware active learning for laparoscopic images segmentation. - Jie Qiu; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2023)

A skeleton context-aware 3D fully convolutional network for abdominal artery segmentation. - Ruiyun Zhu; Masahiro Oda 001; Yuichiro Hayashi; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2023)

Gaussian affinity and GIoU-based loss for perforation detection and localization from colonoscopy videos. - Kai Jiang; Hayato Itoh; Masahiro Oda 001; Taishi Okumura; Yuichi Mori; Masashi Misawa; Takemasa Hayashi; Shin-Ei Kudo; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2023)

Correction to: Gaussian affinity and GIoU-based loss for perforation detection and localization from colonoscopy videos. - Kai Jiang; Hayato Itoh; Masahiro Oda 001; Taishi Okumura; Yuichi Mori; Masashi Misawa; Takemasa Hayashi; Shin-Ei Kudo; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2023)

Oesophagus Achalasia Diagnosis from Esophagoscopy Based on a Serial Multi-scale Network. - Kai Jiang; Masahiro Oda 001; Yuichiro Hayashi; Hironari Shiwaku; Masashi Misawa; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

KST-Mixer: kinematic spatio-temporal data mixer for colon shape estimation. - Masahiro Oda 001; Kazuhiro Furukawa; Nassir Navab; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Boundary-aware feature and prediction refinement for polyp segmentation. - Jie Qiu; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Anatomy aware-based 2.5D bronchoscope tracking for image-guided bronchoscopic navigation. - Cheng Wang 027; Masahiro Oda 001; Yuichiro Hayashi; Takayuki Kitasaka; Hayato Itoh; Hirotoshi Honma; Hirotsugu Takebatake; Masaki Mori; Hiroshi Natori; Kensaku Mori (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 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)

EndoSelf: Self-supervised Monocular 3D Scene Reconstruction of Deformable Tissues with Neural Radiance Fields on Endoscopic Videos. - Wenda Li 004; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (MICCAI (6), 2024)

CLSMI2T3: 3D CLSM Vasculature Volume Reconstruction from A Single 2D Slice by Off-Focal Plane Signal Using Synthetic Data. - Yunheng Wu; Martin J. Menten; Linus Kreitner; Shuntaro Kawamura; Masahiro Oda 001; Yuichiro Hayashi; Takanori Takebe; Daniel Rueckert; Kensaku Mori (MOVI@MICCAI, 2024)

A Deployable Microscopic Image Segmentation Look-Up Table Based on A Dilated CNN. - Yunheng Wu; Jiazhen Pan; Shuntaro Kawamura; Masahiro Oda 001; Yuichiro Hayashi; Takanori Takebe; Daniel Rueckert; Kensaku Mori (MOVI@MICCAI, 2024)

A Bayesian Approach to Weakly-Supervised Laparoscopic Image Segmentation. - Zhou Zheng; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kensaku Mori (MICCAI (6), 2024)

Semi-supervised Tubular Structure Segmentation with Cross Geometry and Hausdorff Distance Consistency. - Ruiyun Zhu; Masahiro Oda 001; Yuichiro Hayashi; Takayuki Kitasaka; Kensaku Mori (MICCAI (8), 2024)

Federated Learning with Partially Labeled Data: A Conditional Distillation Approach. - Pochuan Wang; Chen Shen 002; Masahiro Oda 001; Chiou-Shann Fuh; Kensaku Mori; Weichung Wang; Holger R. Roth (CoRR, 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)

Anatomical attention can help to segment the dilated pancreatic duct in abdominal CT. - Chen Shen 002; Holger R. Roth; Yuichiro Hayashi; Masahiro Oda 001; Gen Sato; Tadaaki Miyamoto; Daniel Rueckert; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2024)

Preliminary study of substantia nigra analysis by tensorial feature extraction. - Hayato Itoh; Masahiro Oda 001; Shinji Saiki; Koji Kamagata; Wataru Sako; Keiichi Ishikawa; Nobutaka Hattori; Shigeki Aoki; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2024)

Enforcing Geometric Constraints of Surface Normal and Pose for Self-supervised Monocular Depth Estimation on Laparoscopic Images. - Wenda Li 004; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (MICCAI (9), 2025)

SIGMA: Auto-Regressive VLM for Automated Radiology Report Generation from Longitudinal 3D CT Volumes. - Khang C. Nguyen; Cheng Wang 027; Zong X. Shi; Yue Heng; Chuan Y. Qi; Masahiro Oda 001; Kensaku Mori (ELAMI@MICCAI, 2025)

Skeleton-guided 3D convolutional neural network for tubular structure segmentation. - Ruiyun Zhu; Masahiro Oda 001; Yuichiro Hayashi; Takayuki Kitasaka; Kazunari Misawa; Michitaka Fujiwara; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2025)

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)

Enhanced self-supervised monocular depth estimation with self-attention and joint depth-pose loss for laparoscopic images. - Wenda Li 004; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2025)

Semantic segmentation dataset authoring with simplified labels. - Leo Uramoto; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2025)

Double-mix pseudo-label framework: enhancing semi-supervised segmentation on category-imbalanced CT volumes. - Luyang Zhang; Yuichiro Hayashi; Masahiro Oda 001; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2025)

Diffusion-driven distillation and contrastive learning for class-incremental semantic segmentation of laparoscopic images. - Xinkai Zhao; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2025)

Adaptive sensitivity-fisher regularization for heterogeneous transfer learning of vascular segmentation in laparoscopic videos. - Xinkai Zhao; Yuichiro Hayashi; Masahiro Oda 001; Takayuki Kitasaka; Kazunari Misawa; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2025)

Enhancing YOLO for laparoscopic tool detection: novel data augmentation and structural modifications addressing mis-detection of bifurcated targets. - Yuzhang Liu; Yuichiro Hayashi; Masahiro Oda 001; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2025)

GPU-accelerated deformation mapping in hybrid organ models for real-time simulation. - Rintaro Miyazaki; Yuichiro Hayashi; Masahiro Oda 001; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2025)