Masaki Takao
Orcid: 0000-0002-5626-9477
According to our database1,
Masaki Takao
authored at least 38 papers
between 2003 and 2024.
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Bibliography
2024
Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs.
CoRR, 2024
2023
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography.
Medical Image Anal., December, 2023
Rotational-motion measurement of the sacroiliac joint using upright MRI scanning and intensity-based registration: is there a sex difference?
Int. J. Comput. Assist. Radiol. Surg., January, 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.
Int. J. Comput. Assist. Radiol. Surg., January, 2023
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower Extremities.
CoRR, 2023
MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle Volume.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2022
BMD-GAN: Bone Mineral Density Estimation Using X-Ray Image Decomposition into Projections of Bone-Segmented Quantitative Computed Tomography Using Hierarchical Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Application of Participatory Design Methodology in AR: Developing Prototypes for Two Context Scenarios.
Proceedings of the 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct), 2022
2021
Automated segmentation of an intensity calibration phantom in clinical CT images using a convolutional neural network.
Int. J. Comput. Assist. Radiol. Surg., 2021
2020
Bayesian Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT Using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction.
J. Signal Process. Syst., 2020
Automated Muscle Segmentation from Clinical CT Using Bayesian U-Net for Personalized Musculoskeletal Modeling.
IEEE Trans. Medical Imaging, 2020
Fully automatic estimation of pelvic sagittal inclination from anterior-posterior radiography image using deep learning framework.
Comput. Methods Programs Biomed., 2020
2019
Region-based Convolution Neural Network Approach for Accurate Segmentation of Pelvic Radiograph.
CoRR, 2019
Estimation of Pelvic Sagittal Inclination from Anteroposterior Radiograph Using Convolutional Neural Networks: Proof-of-Concept Study.
CoRR, 2019
Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalization of a Musculoskeletal Model.
CoRR, 2019
Automated Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction.
CoRR, 2019
2018
Cross-modality image synthesis from unpaired data using CycleGAN: Effects of gradient consistency loss and training data size.
CoRR, 2018
Automated muscle segmentation from CT images of the hip and thigh using a hierarchical multi-atlas method.
Int. J. Comput. Assist. Radiol. Surg., 2018
Factors related to disagreement in implant size between preoperative CT-based planning and the actual implants used intraoperatively for total hip arthroplasty.
Int. J. Comput. Assist. Radiol. Surg., 2018
Registration-Based Patient-Specific Musculoskeletal Modeling Using High Fidelity Cadaveric Template Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Cross-Modality Image Synthesis from Unpaired Data Using CycleGAN - Effects of Gradient Consistency Loss and Training Data Size.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018
2017
Error range in proximal femoral osteotomy using computer tomography-based navigation.
Int. J. Comput. Assist. Radiol. Surg., 2017
Comparison of rotational acetabular osteotomy performed with navigation by surgeons with different levels of experience of osteotomies.
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.
Int. J. Comput. Assist. Radiol. Surg., 2017
Patient-Specific Skeletal Muscle Fiber Modeling from Structure Tensor Field of Clinical CT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Reconstruction of 3D Muscle Fiber Structure Using High Resolution Cryosectioned Volume.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2017
2016
CT-based automated planning of acetabular cup for total hip arthroplasty (THA) based on hybrid use of two statistical atlases.
Int. J. Comput. Assist. Radiol. Surg., 2016
Statistical shape modeling of compound musculoskeletal structures around the thigh region.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Cup Implant Planning Based on 2-D/3-D Radiographic Pelvis Reconstruction - First Clinical Results.
IEEE Trans. Biomed. Eng., 2015
2013
Automated CT Segmentation of Diseased Hip Using Hierarchical and Conditional Statistical Shape Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Optimization of surgical planning of total hip arthroplasty based on computational anatomy.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Automated preoperative planning of femoral stem in total hip arthroplasty from 3D CT data: Atlas-based approach and comparative study.
Medical Image Anal., 2012
2009
Automated Segmentation of the Femur and Pelvis from 3D CT Data of Diseased Hip Using Hierarchical Statistical Shape Model of Joint Structure.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Expertise Modeling for Automated Planning of Acetabular Cup in Total Hip Arthroplasty Using Combined Bone and Implant Statistical Atlases.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
2008
Construction of a Statistical Surgical Plan Atlas for Automated 3D Planning of Femoral Component in Total Hip Arthroplasty.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Automated Preoperative Planning of Femoral Component for Total Hip Arthroplasty (THA) from 3D CT Images.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008
2004
Host bone coverage requirements for press-fit acetabular cup fixation. 3D-CT analysis.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Accuracy fo 3D-MR image registration to evaluate lesion size change in the femoral hesd osteonecrosis.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003