Development of 4-Dimensional Human Model System for the Patient after Total Hip Arthroplasty. - Yoshito Otake; Keisuke Hagio; Naoki Suzuki; Asaki Hattori; Nobuhiko Sugano; Kazuo Yonenobu; Takahiro Ochi (MICCAI (1), 2002)

Navigation system for a developed endoscopic surgical robot system. - Asaki Hattori; Naoki Suzuki; Mitsuhiro Hayashibe; Shigeyuki Suzuki; Yoshito Otake; Kazuki Sumiyama; Hisao Tajiri; Susumu Kobayashi (CARS, 2004)

Four-dimensional patient-specific musculoskeletal model of the patient after Total Hip Arthroplasty. - Yoshito Otake; Naoki Suzuki; Asaki Hattori; Hidenobu Miki; Mitsuyoshi Yamamura; Hironobu Nakamura; Nobuhiko Sugano; Kazuo Yonenobu; Takahiro Ochi (CARS, 2004)

4D analysis of skeletal and muscular system during locomotion using dynamic spatial video camera system. - Naoki Suzuki; Asaki Hattori; Mitsuhiro Hayashibe; Yoshito Otake; Shigeyuki Suzuki; Susumu Kobayashi (CARS, 2004)

Development of an elastic organ model containing voxel information. - Takahiro Takimoto; Naoki Suzuki; Asaki Hattori; Shigeyuki Suzuki; Mitsuhiro Hayashibe; Yoshito Otake; Akihiko Uchiyama; Susumu Kobayashi (CARS, 2004)

A real-time data fusion system updating 3D organ shapes using color information from multi-directional cameras. - Miyuki Uematsu; Naoki Suzuki; Asaki Hattori; Yoshito Otake; Shigeyuki Suzuki; Mitsuhiro Hayashibe; Susumu Kobayashi; Akihiko Uchiyama (CARS, 2004)

Data-Fusion Display System with Volume Rendering of Intraoperatively Scanned CT Images. - Mitsuhiro Hayashibe; Naoki Suzuki; Asaki Hattori; Yoshito Otake; Shigeyuki Suzuki; Norio Nakata (MICCAI (2), 2005)

Intraoperative 3D visualization for surgical field deformation with geometric pattern projection. - Mitsuhiro Hayashibe; Naoki Suzuki; Susumu Kobayashi; Norio Nakata; Asaki Hattori; Shigeyuki Suzuki; Yoshito Otake; Yoshihiko Nakamura (Syst. Comput. Jpn., 2006)

Real-time mandibular movement analysis system using four-dimensional cranial bone model. - Yoshito Otake; Naoki Suzuki; Asaki Hattori; Yuko Shigeta; Takumi Ogawa; Shunji Fukushima; Kaoru Kobayashi; Akihiko Uchiyama (Syst. Comput. Jpn., 2006)

Development of a surgical robot system for endovascular surgery with augmented reality function. - Naoki Suzuki; Asaki Hattori; Shigeyuki Suzuki; Yoshito Otake (MMVR, 2007)

Evaluation of the simulation robot for mandibular movements with the patient-specific 3-dimensional plaster model and mandibular movement data - Clinical application of the physical simulation robot -. - Tomoko Ikawa; Takumi Ogawa; Yuko Shigeta; Rio Hirabayashi; Shunji Fukushima; Yoshito Otake; Asaki Hattori; Naoki Suzuki (MMVR, 2008)

Hip Motion Analysis Using Multi Phase (Virtual and Physical) Simulation of the Patient-specific Hip Joint Dynamics. - Yoshito Otake; Naoki Suzuki; Asaki Hattori; Hidenobu Miki; Mitsuyoshi Yamamura; Kazuo Yonenobu; Takahiro Ochi; Nobuhiko Sugano (MMVR, 2008)

Telecontrol function of an endoscopic surgical robot with two hands for tele-NOTES surgery. - Shigeyuki Suzuki; Naoki Suzuki; Asaki Hattori; Yoshito Otake; Makoto Hashizume (MMVR, 2008)

Dental Fiberscope with Navigation System for Endodontic Treatments. - Yasushi Yamazaki; Toshiko Ozawa; Takumi Ogawa; Yuko Shigeta; Tomoko Ikawa; Shunji Fukushima; Takashi Arai; Akira Mishima; Kaoru Kobayashi; Yoshito Otake; Asaki Hattori; Naoki Suzuki (MMVR, 2008)

An Iterative Framework for Improving the Accuracy of Intraoperative Intensity-Based 2D/3D Registration for Image-Guided Orthopedic Surgery. - Yoshito Otake; Mehran Armand; Ofri Sadowsky; Robert S. Armiger; Peter Kazanzides; Russell H. Taylor (IPCAI, 2010)

Statistical atlas based extrapolation of CT data. - Gouthami Chintalapani; Ryan J. Murphy; Robert S. Armiger; Jyri Lepistö; Yoshito Otake; Nobuhiko Sugano; Russell H. Taylor; Mehran Armand (Image-Guided Procedures, 2010)

An image-guided femoroplasty system: development and initial cadaver studies. - Yoshito Otake; Mehran Armand; Ofri Sadowsky; Robert S. Armiger; Michael D. M. Kutzer; Simon C. Mears; Peter Kazanzides; Russell H. Taylor (Image-Guided Procedures, 2010)

A Multi-view Active Contour Method for Bone Cement Reconstruction from C-Arm X-Ray Images. - Blake C. Lucas; Yoshito Otake; Mehran Armand; Russell H. Taylor (IPCAI, 2011)

Correspondenceless 3D-2D registration based on expectation conditional maximization. - X. Kang; Russell H. Taylor; Mehran Armand; Yoshito Otake; Wai-Pan Yau; Paul Y. S. Cheung; Yong Hu 003 (Image-Guided Procedures, 2011)

Optimization of multi-image pose recovery of fluoroscope tracking (FTRAC) fiducial in an image-guided femoroplasty system. - Wen P. Liu; Mehran Armand; Yoshito Otake; Russell H. Taylor (Image-Guided Procedures, 2011)

Incorporating tissue excision in deformable image registration: a modified demons algorithm for cone-beam CT-guided surgery. - Sajendra Nithiananthan; Daniel Mirota; Ali Uneri; Sebastian Schafer; Yoshito Otake; J. Webster Stayman; Jeffrey H. Siewerdsen (Image-Guided Procedures, 2011)

Architecture of a high-performance surgical guidance system based on C-arm cone-beam CT: software platform for technical integration and clinical translation. - Ali Uneri; Sebastian Schafer; Daniel Mirota; Sajendra Nithiananthan; Yoshito Otake; Sureerat Reaungamornrat; Jongheun Yoo; J. Webster Stayman; Douglas D. Reh; Gary L. Gallia; A. Jay Khanna; Gregory D. Hager; et al. (Image-Guided Procedures, 2011)

Assessing 3D tunnel position in ACL reconstruction using a novel single image 3D-2D registration. - X. Kang; Wai-Pan Yau; Yoshito Otake; Paul Ying Sheung Cheung; Yong Hu 003; Russell Highsmith Taylor (Image-Guided Procedures, 2012)

Incorporation of prior knowledge for region of change imaging from sparse scan data in image-guided surgery. - J. Lee; J. Webster Stayman; Yoshito Otake; Sebastian Schafer; Wojciech Zbijewski; Akhil Jay Khanna; Jerry L. Prince; Jeffrey H. Siewerdsen (Image-Guided Procedures, 2012)

A clinical pilot study of a modular video-CT augmentation system for image-guided skull base surgery. - Wen P. Liu; Daniel J. Mirota; Ali Uneri; Yoshito Otake; Gregory D. Hager; Douglas D. Reh; Masaru Ishii; Gary L. Gallia; Jeffrey H. Siewerdsen (Image-Guided Procedures, 2012)

Automatic localization of target vertebrae in spine surgery using fast CT-to-fluoroscopy (3D-2D) image registration. - Yoshito Otake; Sebastian Schafer; J. Webster Stayman; Wojciech Zbijewski; Gerhard Kleinszig; Rainer Graumann; Akhil J. Khanna; Jeffrey H. Siewerdsen (Image-Guided Procedures, 2012)

Tracker-on-C for cone-beam CT-guided surgery: evaluation of geometric accuracy and clinical applications. - Sureerat Reaungamornrat; Yoshito Otake; Ali Uneri; Sebastian Schafer; Daniel J. Mirota; Sajendra Nithiananthan; J. Webster Stayman; Akhil Jay Khanna; Douglas D. Reh; Gary L. Gallia; Russell H. Taylor; Jeffrey H. Siewerdsen (Image-Guided Procedures, 2012)

High-performance C-arm cone-beam CT guidance of thoracic surgery. - Sebastian Schafer; Yoshito Otake; Ali Uneri; Daniel J. Mirota; Sajendra Nithiananthan; J. Webster Stayman; Wojciech Zbijewski; Gerhard Kleinszig; Rainer Graumann; Marc S. Sussman; Jeffrey H. Siewerdsen (Image-Guided Procedures, 2012)

Deformable registration of the inflated and deflated lung for cone-beam CT-guided thoracic surgery. - Ali Uneri; Sajendra Nithiananthan; Sebastian Schafer; Yoshito Otake; J. Webster Stayman; Gerhard Kleinszig; Marc S. Sussman; Russell H. Taylor; Jerry L. Prince; Jeffrey H. Siewerdsen (Image-Guided Procedures, 2012)

An on-board surgical tracking and video augmentation system for C-arm image guidance. - Sureerat Reaungamornrat; Yoshito Otake; Ali Uneri; Sebastian Schafer; Daniel Mirota; Sajendra Nithiananthan; J. Webster Stayman; Gerhard Kleinszig; A. Jay Khanna; Russell H. Taylor; Jeffrey H. Siewerdsen (Int. J. Comput. Assist. Radiol. Surg., 2012)

TREK: an integrated system architecture for intraoperative cone-beam CT-guided surgery. - Ali Uneri; Sebastian Schafer; Daniel Mirota; Sajendra Nithiananthan; Yoshito Otake; Russell Highsmith Taylor; Gary L. Gallia; A. Jay Khanna; S. Lee; Douglas D. Reh; Jeffrey H. Siewerdsen (Int. J. Comput. Assist. Radiol. Surg., 2012)

An Active Contour Method for Bone Cement Reconstruction From C-Arm X-Ray Images. - Blake C. Lucas; Yoshito Otake; Mehran Armand; Russell H. Taylor (IEEE Trans. Medical Imaging, 2012)

Intraoperative Image-based Multiview 2D/3D Registration for Image-Guided Orthopaedic Surgery: Incorporation of Fiducial-Based C-Arm Tracking and GPU-Acceleration. - Yoshito Otake; Mehran Armand; Robert S. Armiger; Michael Dennis Mays Kutzer; Ehsan Basafa; Peter Kazanzides; Russell H. Taylor (IEEE Trans. Medical Imaging, 2012)

Model-Based Tomographic Reconstruction of Objects Containing Known Components. - J. Webster Stayman; Yoshito Otake; Jerry L. Prince; A. Jay Khanna; Jeffrey H. Siewerdsen (IEEE Trans. Medical Imaging, 2012)

Prediction of Organ Geometry from Demographic and Anthropometric Data based on Supervised Learning Approach using Statistical Shape Atlas. - Yoshito Otake; Catherine M. Carneal; Blake C. Lucas; Gaurav Thawait; John A. Carrino; Brian D. Corner; Marina G. Carboni; Barry S. DeCristofano; Michael A. Maffeo; Andrew C. Merkle; Mehran Armand (ICPRAM, 2013)

Supervised Learning of Anatomical Structures Using Demographic and Anthropometric Information. - Yoshito Otake; Catherine M. Carneal; Blake C. Lucas; Gaurav Thawait; John A. Carrino; Brian D. Corner; Marina G. Carboni; Barry S. DeCristofano; Michael A. Maffeo; Andrew C. Merkle; Mehran Armand (ICPRAM (Selected Papers), 2013)

Deformable image registration with content mismatch: a demons variant to account for added material and surgical devices in the target image. - Sajendra Nithiananthan; Ali Uneri; Sebastian Schafer; Daniel Mirota; Yoshito Otake; J. Webster Stayman; Wojciech Zbijewski; Akhil Jay Khanna; Douglas D. Reh; Gary L. Gallia; Jeffrey H. Siewerdsen (Image-Guided Procedures, 2013)

Model-based cone-beam CT reconstruction for image-guided minimally invasive treatment of hip osteolysis. - Yoshito Otake; J. Webster Stayman; Wojciech Zbijewski; Ryan J. Murphy; Michael D. M. Kutzer; Russell H. Taylor; Jeffrey H. Siewerdsen; Mehran Armand (Image-Guided Procedures, 2013)

A gaussian mixture + demons deformable registration method for cone-beam CT-guided robotic transoral base-of-tongue surgery. - Sureerat Reaungamornrat; Wen P. Liu; Sebastian Schafer; Yoshito Otake; Sajendra Nithiananthan; Ali Uneri; Jeremy D. Richmon; Jonathan M. Sorger; Jeffrey H. Siewerdsen; Russell H. Taylor (Image-Guided Procedures, 2013)

Intraoperative imaging for patient safety and QA: detection of intracranial hemorrhage using C-arm cone-beam CT. - Sebastian Schafer; Adam S. Wang; Yoshito Otake; J. Webster Stayman; Wojciech Zbijewski; Gerhard Kleinszig; Xuewei Xia; Gary L. Gallia; Jeffrey H. Siewerdsen (Image-Guided Procedures, 2013)

An electromagnetic "Tracker-in-Table" configuration for X-ray fluoroscopy and cone-beam CT-guided surgery. - Jongheun Yoo; Sebastian Schafer; Ali Uneri; Yoshito Otake; A. Jay Khanna; Jeffrey H. Siewerdsen (Int. J. Comput. Assist. Radiol. Surg., 2013)

Effects of tools inserted through snake-like surgical manipulators. - Ryan J. Murphy; Yoshito Otake; Kevin C. Wolfe; Russell H. Taylor; Mehran Armand (EMBC, 2014)

Predicting kinematic configuration from string length for a snake-like manipulator not exhibiting constant curvature bending. - Ryan J. Murphy; Yoshito Otake; Russell H. Taylor; Mehran Armand (IROS, 2014)

Piecewise-rigid 2D-3D registration for pose estimation of snake-like manipulator using an intraoperative x-ray projection. - Yoshito Otake; Ryan J. Murphy; Michael D. M. Kutzer; Russell Highsmith Taylor; Mehran Armand (Image-Guided Procedures, 2014)

Deformable registration for image-guided spine surgery: preserving rigid body vertebral morphology in free-form transformations. - Sureerat Reaungamornrat; Andrew Shenq-Yen Wang; Ali Uneri; Yoshito Otake; Z. Zhao; A. Jay Khanna; Jeffrey H. Siewerdsen (Image-Guided Procedures, 2014)

Dual-projection 3D-2D registration for surgical guidance: preclinical evaluation of performance and minimum angular separation. - Ali Uneri; Yoshito Otake; Andrew Shenq-Yen Wang; Gerhard Kleinszig; Sebastian Vogt 001; Gary L. Gallia; D. Rigamonti; Jean-Paul Wolinsky; Ziya L. Gokaslan; A. Jay Khanna; Jeffrey H. Siewerdsen (Image-Guided Procedures, 2014)

Robustness and Accuracy of Feature-Based Single Image 2-D-3-D Registration Without Correspondences for Image-Guided Intervention. - Xin Kang; Mehran Armand; Yoshito Otake; Wai-Pan Yau; Paul Y. S. Cheung; Yong Hu 003; Russell H. Taylor (IEEE Trans. Biomed. Eng., 2014)

Smooth extrapolation of unknown anatomy via statistical shape models. - Robert B. Grupp; Hsin-Hong Chiang; Yoshito Otake; Ryan J. Murphy; Chad R. Gordon; Mehran Armand; Russell H. Taylor (Image-Guided Procedures, 2015)

Rendering-based video-CT registration with physical constraints for image-guided endoscopic sinus surgery. - Yoshito Otake; Simon Léonard; Austin Reiter; Purnima Rajan; Jeffrey H. Siewerdsen; Gary L. Gallia; Masaru Ishii; Russell H. Taylor; Gregory D. Hager (Image-Guided Procedures, 2015)

Comparison of optimization strategy and similarity metric in atlas-to-subject registration using statistical deformation model. - Yoshito Otake; Ryan J. Murphy; Robert B. Grupp; Yoshinobu Sato; Russell H. Taylor; Mehran Armand (Image-Guided Procedures, 2015)

2D-3D radiograph to cone-beam computed tomography (CBCT) registration for C-arm image-guided robotic surgery. - Wen P. Liu; Yoshito Otake; Mahdi Azizian; Oliver J. Wagner; Jonathan M. Sorger; Mehran Armand; Russell H. Taylor (Int. J. Comput. Assist. Radiol. Surg., 2015)

Basic Study on a Soft Tactile Sensor Based on Subcutaneous Tissue with Collagen Fibers. - Yuto Sonoi; Yoshihiro Tanaka; Masayoshi Hashimoto; Motoaki Fukasawa; Nobuteru Usuda; Yoshito Otake; Manabu Fukumoto; Akihito Sano (EuroHaptics (2), 2016)

Robust patella motion tracking using intensity-based 2D-3D registration on dynamic bi-plane fluoroscopy: towards quantitative assessment in MPFL reconstruction surgery. - Yoshito Otake; Matthieu Esnault; Robert B. Grupp; Shinichi Kosugi; Yoshinobu Sato (Image-Guided Procedures, 2016)

Automated segmentation of upper digestive tract from abdominal contrast-enhanced CT data using hierarchical statistical modeling of organ interrelations. - Shunta Hirayama; Yoshito Otake; Toshiyuki Okada; Masatoshi Hori; Noriyuki Tomiyama; Yoshinobu Sato (Image Processing, 2016)

Automatic segmentation of maxillofacial cysts in cone beam CT images. - Fatemeh Abdolali; Reza Aghaeizadeh Zoroofi; Yoshito Otake; Yoshinobu Sato (Comput. Biol. Medicine, 2016)

Reconstruction of 3D Muscle Fiber Structure Using High Resolution Cryosectioned Volume. - Yoshito Otake; Kohei Miyamoto; Axel Ollivier; Futoshi Yokota; Norio Fukuda; Lauren J. O'Donnell; Carl-Fredrik Westin; Masaki Takao; Nobuhiko Sugano; Beom Sun Chung; Jin-Seo Park; Yoshinobu Sato (MSKI@MICCAI, 2017)

Patient-Specific Skeletal Muscle Fiber Modeling from Structure Tensor Field of Clinical CT Images. - Yoshito Otake; Futoshi Yokota; Norio Fukuda; Masaki Takao; Shu Takagi; Naoto Yamamura; Lauren J. O'Donnell; Carl-Fredrik Westin; Nobuhiko Sugano; Yoshinobu Sato (MICCAI (1), 2017)

Automatic segmentation of mandibular canal in cone beam CT images using conditional statistical shape model and fast marching. - Fatemeh Abdolali; Reza Aghaeizadeh Zoroofi; Maryam Abdolali; Futoshi Yokota; Yoshito Otake; Yoshinobu Sato (Int. J. Comput. Assist. Radiol. Surg., 2017)

Estimation of attachment regions of hip muscles in CT image using muscle attachment probabilistic atlas constructed from measurements in eight cadavers. - Norio Fukuda; Yoshito Otake; Masaki Takao; Futoshi Yokota; Takeshi Ogawa; Keisuke Uemura; Ryota Nakaya; Kazunori Tamura; Robert B. Grupp; Amirhossein Farvardin; Mehran Armand; Nobuhiko Sugano; et al. (Int. J. Comput. Assist. Radiol. Surg., 2017)

Automated classification of maxillofacial cysts in cone beam CT images using contourlet transformation and Spherical Harmonics. - Fatemeh Abdolali; Reza Aghaeizadeh Zoroofi; Yoshito Otake; Yoshinobu Sato (Comput. Methods Programs Biomed., 2017)

Cross-Modality Image Synthesis from Unpaired Data Using CycleGAN - Effects of Gradient Consistency Loss and Training Data Size. - Yuta Hiasa; Yoshito Otake; Masaki Takao; Takumi Matsuoka; Kazuma Takashima; Aaron Carass; Jerry L. Prince; Nobuhiko Sugano; Yoshinobu Sato (SASHIMI@MICCAI, 2018)

Registration-Based Patient-Specific Musculoskeletal Modeling Using High Fidelity Cadaveric Template Model. - Yoshito Otake; Masaki Takao; Norio Fukuda; Shu Takagi; Naoto Yamamura; Nobuhiko Sugano; Yoshinobu Sato (MICCAI (1), 2018)

Automated muscle segmentation from CT images of the hip and thigh using a hierarchical multi-atlas method. - Futoshi Yokota; Yoshito Otake; Masaki Takao; Takeshi Ogawa; Toshiyuki Okada; Nobuhiko Sugano; Yoshinobu Sato (Int. J. Comput. Assist. Radiol. Surg., 2018)

Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size. - Yuta Hiasa; Yoshito Otake; Masaki Takao; Takumi Matsuoka; Kazuma Takashima; Jerry L. Prince; Nobuhiko Sugano; Yoshinobu Sato (CoRR, 2018)

Dynamic Block Matching to assess the longitudinal component of the dense motion field of the carotid artery wall in B-mode ultrasound sequences - Association with coronary artery disease. - Guillaume Zahnd; Kozue Saito; Kazuyuki Nagatsuka; Yoshito Otake; Yoshinobu Sato (CoRR, 2018)

A novel image-based retrieval system for characterization of maxillofacial lesions in cone beam CT images. - Fatemeh Abdolali; Reza Aghaeizadeh Zoroofi; Yoshito Otake; Yoshinobu Sato (Int. J. Comput. Assist. Radiol. Surg., 2019)

Liver shape analysis using partial least squares regression-based statistical shape model: application for understanding and staging of liver fibrosis. - Mazen Soufi; Yoshito Otake; Masatoshi Hori; Kazuya Moriguchi; Yasuharu Imai; Yoshiyuki Sawai; Takashi Ota; Noriyuki Tomiyama; Yoshinobu Sato (Int. J. Comput. Assist. Radiol. Surg., 2019)

Automated Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction. - Mitsuki Sakamoto; Yuta Hiasa; Yoshito Otake; Masaki Takao; Yuki Suzuki; Nobuhiko Sugano; Yoshinobu Sato (CoRR, 2019)

Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalization of a Musculoskeletal Model. - Yuta Hiasa; Yoshito Otake; Masaki Takao; Takeshi Ogawa; Nobuhiko Sugano; Yoshinobu Sato (CoRR, 2019)

Pelvis Surface Estimation From Partial CT for Computer-Aided Pelvic Osteotomies. - Robert B. Grupp; Yoshito Otake; Ryan J. Murphy; Javad Parvizi; Mehran Armand; Russell H. Taylor (CoRR, 2019)

Fast and Automatic Periacetabular Osteotomy Fragment Pose Estimation Using Intraoperatively Implanted Fiducials and Single-View Fluoroscopy. - Robert B. Grupp; Ryan J. Murphy; Rachel Hegeman; Clayton P. Alexander; Mathias Unberath; Yoshito Otake; Benjamin A. McArthur; Mehran Armand; Russell H. Taylor (CoRR, 2019)

Estimation of Pelvic Sagittal Inclination from Anteroposterior Radiograph Using Convolutional Neural Networks: Proof-of-Concept Study. - Ata Jodeiri; Yoshito Otake; Reza Aghaeizadeh Zoroofi; Yuta Hiasa; Masaki Takao; Keisuke Uemura; Nobuhiko Sugano; Yoshinobu Sato (CoRR, 2019)

Region-based Convolution Neural Network Approach for Accurate Segmentation of Pelvic Radiograph. - Ata Jodeiri; Reza Aghaeizadeh Zoroofi; Yuta Hiasa; Masaki Takao; Nobuhiko Sugano; Yoshinobu Sato; Yoshito Otake (CoRR, 2019)

Recovery of 3D rib motion from dynamic chest radiography and CT data using local contrast normalization and articular motion model. - Yuta Hiasa; Yoshito Otake; Rie Tanaka; Shigeru Sanada; Yoshinobu Sato (Medical Image Anal., 2019)

Automatic annotation of hip anatomy in fluoroscopy for robust and efficient 2D/3D registration. - Robert B. Grupp; Mathias Unberath; Cong Gao 003; Rachel A. Hegeman; Ryan J. Murphy; Clayton P. Alexander; Yoshito Otake; Benjamin A. McArthur; Mehran Armand; Russell H. Taylor (Int. J. Comput. Assist. Radiol. Surg., 2020)

Fully automatic estimation of pelvic sagittal inclination from anterior-posterior radiography image using deep learning framework. - Ata Jodeiri; Reza Aghaeizadeh Zoroofi; Yuta Hiasa; Masaki Takao; Nobuhiko Sugano; Yoshinobu Sato; Yoshito Otake (Comput. Methods Programs Biomed., 2020)

Pose Estimation of Periacetabular Osteotomy Fragments With Intraoperative X-Ray Navigation. - Robert B. Grupp; Rachel A. Hegeman; Ryan J. Murphy; Clayton P. Alexander; Yoshito Otake; Benjamin A. McArthur; Mehran Armand; Russell H. Taylor (IEEE Trans. Biomed. Eng., 2020)

Automated Muscle Segmentation from Clinical CT Using Bayesian U-Net for Personalized Musculoskeletal Modeling. - Yuta Hiasa; Yoshito Otake; Masaki Takao; Takeshi Ogawa; Nobuhiko Sugano; Yoshinobu Sato (IEEE Trans. Medical Imaging, 2020)

Bayesian Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT Using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction. - Mitsuki Sakamoto; Yuta Hiasa; Yoshito Otake; Masaki Takao; Yuki Suzuki; Nobuhiko Sugano; Yoshinobu Sato (J. Signal Process. Syst., 2020)

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)

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)

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)

4D-Foot: A Fully Automated Pipeline of Four-Dimensional Analysis of the Foot Bones Using Bi-plane X-Ray Video and CT. - Shuntaro Mizoe; Yoshito Otake; Takuma Miyamoto; Mazen Soufi; Satoko Nakao; Yasuhito Tanaka; Yoshinobu Sato (MICCAI (4), 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)

Automated segmentation of an intensity calibration phantom in clinical CT images using a convolutional neural network. - Keisuke Uemura; Yoshito Otake; Masaki Takao; Mazen Soufi; Akihiro Kawasaki; Nobuhiko Sugano; Yoshinobu Sato (Int. J. Comput. Assist. Radiol. Surg., 2021)

Application of Participatory Design Methodology in AR: Developing Prototypes for Two Context Scenarios. - Isidro Butaslac III; Alessandro Luchetti; Junya Ino; Yuichiro Fujimoto; Taishi Sawabe; Masayuki Kanbara; Hirokazu Kato 001; Keisuke Uemura; Yoshito Otake; Yoshinobu Sato; Masaki Takao; Nobuhiko Sugano (ISMAR Adjunct, 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)

BMD-GAN: Bone Mineral Density Estimation Using X-Ray Image Decomposition into Projections of Bone-Segmented Quantitative Computed Tomography Using Hierarchical Learning. - Yi Gu; Yoshito Otake; Keisuke Uemura; Mazen Soufi; Masaki Takao; Nobuhiko Sugano; Yoshinobu Sato (MICCAI (6), 2022)

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)

MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle Volume. - Yi Gu; Yoshito Otake; Keisuke Uemura; Masaki Takao; Mazen Soufi; Yuta Hiasa; Hugues Talbot; Seiji Okada; Nobuhiko Sugano; Yoshinobu Sato (MICCAI (7), 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)

Artificial intelligence-based volumetric analysis of muscle atrophy and fatty degeneration in patients with hip osteoarthritis and its correlation with health-related quality of life. - Makoto Iwasa; Masaki Takao; Mazen Soufi; Keisuke Uemura; Yoshito Otake; Hidetoshi Hamada; Yoshinobu Sato; Nobuhiko Sugano; Seiji Okada (Int. J. Comput. Assist. Radiol. Surg., 2023)

Rotational-motion measurement of the sacroiliac joint using upright MRI scanning and intensity-based registration: is there a sex difference? - Tetsuro Tani; Masaki Takao; Mazen Soufi; Yoshito Otake; Norio Fukuda; Hidetoshi Hamada; Keisuke Uemura; Yoshinobu Sato; Nobuhiko Sugano (Int. J. Comput. Assist. Radiol. Surg., 2023)

Attention induction for a CT volume classification of COVID-19. - Yusuke Takateyama; Takahito Haruishi; Masahiro Hashimoto; Yoshito Otake; Toshiaki Akashi; Akinobu Shimizu (Int. J. Comput. Assist. Radiol. Surg., 2023)

Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography. - Yi Gu; Yoshito Otake; Keisuke Uemura; Mazen Soufi; Masaki Takao; Hugues Talbot; Seiji Okada; Nobuhiko Sugano; Yoshinobu Sato (Medical Image Anal., 2023)

3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth Estimation. - Yi Gu; Yoshito Otake; Keisuke Uemura; Masaki Takao; Mazen Soufi; Seiji Okada; Nobuhiko Sugano; Hugues Talbot; Yoshinobu Sato (MICCAI (7), 2024)

Enhancing Quantitative Image Synthesis Through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-Ray Image. - Yi Gu; Yoshito Otake; Keisuke Uemura; Masaki Takao; Mazen Soufi; Seiji Okada; Nobuhiko Sugano; Hugues Talbot; Yoshinobu Sato (SASHIMI@MICCAI, 2024)

Prediction of Disease-Related Femur Shape Changes Using Geometric Encoding and Clinical Context on a Hip Disease CT Database. - Ganping Li; Yoshito Otake; Mazen Soufi; Masachika Masuda; Keisuke Uemura; Masaki Takao; Nobuhiko Sugano; Yoshinobu Sato (MICCAI (3), 2024)

Validation of musculoskeletal segmentation model with uncertainty estimation for bone and muscle assessment in hip-to-knee clinical CT images. - Mazen Soufi; Yoshito Otake; Makoto Iwasa; Keisuke Uemura; Tomoki Hakotani; Masahiro Hashimoto; Yoshitake Yamada; Minoru Yamada; Yoichi Yokoyama; Masahiro Jinzaki; Suzushi Kusano; Masaki Takao; et al. (CoRR, 2024)

Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs. - Masachika Masuda; Mazen Soufi; Yoshito Otake; Keisuke Uemura; Sotaro Kono; Kazuma Takashima; Hidetoshi Hamada; Yi Gu; Masaki Takao; Seiji Okada; Nobuhiko Sugano; Yoshinobu Sato (Int. J. Comput. Assist. Radiol. Surg., 2024)

Hybrid representation-enhanced sampling for Bayesian active learning in musculoskeletal segmentation of lower extremities. - Ganping Li; Yoshito Otake; Mazen Soufi; Masashi Taniguchi; Masahide Yagi; Noriaki Ichihashi; Keisuke Uemura; Masaki Takao; Nobuhiko Sugano; Yoshinobu Sato (Int. J. Comput. Assist. Radiol. Surg., 2024)

Visualization of Organ Movements Using Automatic Region Segmentation of Swallowing CT. - Yukihiro Michiwaki; Takahiro Kikuchi; Takashi Ijiri; Yoko Inamoto; Hiroshi Moriya; Takumi Ogawa; Ryota Nakatani; Yuto Masaki; Yoshito Otake; Yoshinobu Sato (CoRR, 2025)

Volume and quality of the gluteal muscles are associated with early physical function after total hip arthroplasty. - Makoto Iwasa; Keisuke Uemura; Mazen Soufi; Yoshito Otake; Tomofumi Kinoshita; Tatsuhiko Kutsuna; Kazuma Takashima; Hidetoshi Hamada; Yoshinobu Sato; Nobuhiko Sugano; Seiji Okada; Masaki Takao (Int. J. Comput. Assist. Radiol. Surg., 2025)

Artificial intelligence-based analysis of lower limb muscle mass and fatty degeneration in patients with knee osteoarthritis and its correlation with Knee Society Score. - Kohei Kono; Tomofumi Kinoshita; Mazen Soufi; Yoshito Otake; Yuto Masaki; Keisuke Uemura; Tatsuhiko Kutsuna; Kazunori Hino; Takuma Miyamoto; Yasuhito Tanaka; Yoshinobu Sato; Masaki Takao (Int. J. Comput. Assist. Radiol. Surg., 2025)