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)

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)

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)

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)

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)

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)

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)

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)