学術論文 |
- "Validation of musculoskeletal segmentation model with uncertainty estimation for bone and muscle assessment in hip-to-knee clinical CT images," arXiv preprint, vol.2409, no.02770, 14 Sep. 2024
- Soufi Mazen, Otake Yoshito, Makoto Iwasa, Keisuke Uemura, Tomoki Hakotani, Masahiro Hashimoto, Yoshitake Yamada, Minoru Yamada, Yoichi Yokoyama, Masahiro Jinzaki, Suzushi Kusano, Masaki Takao, Seiji Okada, Nobuhiko Sugano, Sato Yoshinobu
 [ doi:10.48550/arXiv.2409.02770 ]
- "Enhancing Quantitative Image Synthesis through Pretraining and Resolution Scaling for Bone Mineral Density Estimation from a Plain X-ray Image," arXiv preprint, vol.2407, no.20495, 30 Jul. 2024
- Yi Gu, Otake Yoshito, Keisuke Uemura, Masaki Takao, Soufi Mazen, Seiji Okada, Nobuhiko Sugano, Hugues Talbot, Sato Yoshinobu
[ doi:10.48550/arXiv.2407.20495 ]
- "Automatic detection of midfacial fractures in facial bone CT images using deep learning-based object detection models," Journal of Stomatology, Oral and Maxillofacial Surgery, pp101914, 13 May. 2024
- Daiki Morita, Ayako Kawarazaki, Soufi Mazen, Otake Yoshito, Sato Yoshinobu, Toshiaki Numajiri
[ doi:10.1016/j.jormas.2024.101914 ]
- "Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs," International Journal of Computer Assisted Radiology and Surgery, vol.19, no.5, pp903-915, May. 2024
- Masachika Masuda, Soufi Mazen, Otake Yoshito, Keisuke Uemura, Sotaro Kono, Kazuma Takashima, Hidetoshi Hamada, Yi Gu, Masaki Takao, Seiji Okada, Nobuhiko Sugano, Sato Yoshinobu
- "Can thigh circumference predict thigh muscle volume?-Analysis using deep learning," Proceedings of The 22nd Annual Meeting of the Interna, vol.6, pp62-65, 3 Apr. 2024
- Sotaro Kono, Keisuke Uemura, Soufi Mazen, Makoto Iwasa, Kazuma Takashima, Hidetoshi Hamada, Otake Yoshito, Masaki Takao, Sato Yoshinobu, Seiji Okada, Nobuhiko Sugano
- "Hybrid representation-enhanced sampling for Bayesian active learning in musculoskeletal segmentation of lower extremities," International Journal of Computer Assisted Radiology and Surgery, pp1-10, 6 Mar. 2024
- Ganping Li, Otake Yoshito, Soufi Mazen, Masashi Taniguchi, Masahide Yagi, Noriaki Ichihashi, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Sato Yoshinobu
- "Preoperative Assessment of Vessel-to-acetabular Rim Distances in Non-contrast CT Images for Total Hip Arthroplasty," Advanced Biomedical Engineering, vol.13, pp176-188, Mar. 2024
- Yingdong Chen, Soufi Mazen, Keisuke Uemura, Otake Yoshito, Masaki Takao, Shinichi Iwakoshi, Toshihiro Tanaka, Nobuhiko Sugano, Sato Yoshinobu
[ doi:10.14326/abe.13.176 ]
- "4D-foot analysis on effect of arch support on ankle, subtalar, and talonavicular joint kinematics," Journal of Orthopaedic Science, vol.28, no.6, pp1337-1344, 1 Nov. 2023
- Takuma Miyamoto, Otake Yoshito, Satoko Nakao, Hiroaki Kurokawa, Shinichi Kosugi, Akira Taniguchi, Soufi Mazen, Sato Yoshinobu, Yasuhito Tanaka
[ doi:10.1016/j.jos.2022.10.009 ]
- "Automatic orbital segmentation using deep learning-based 2D U-net and accuracy evaluation: A retrospective study," Journal of Cranio-Maxillofacial Surgery, vol.51, no.10, pp609-613, 1 Oct. 2023
- Daiki Morita, Ayako Kawarazaki, Jungen Koimizu, Shoko Tsujiko, Soufi Mazen, Otake Yoshito, Sato Yoshinobu, Toshiaki Numajiri
[ doi:10.1016/j.jcms.2023.09.003 ]
- "Automatic orbital segmentation using deep learning-based 2D U-net and accuracy evaluation: A retrospective study," Journal of Cranio-Maxillofacial Surgery, 28 Sep. 2023
- Daiki Morita, Ayako Kawarazaki, Jungen Koimizu, Shoko Tsujiko, Soufi Mazen, 大竹 義人, 佐藤 嘉伸, Toshiaki Numajiri
[ doi:10.1016/j.jcms.2023.09.003 ]
- "特集 整形外科領域における人工知能 (AI) 股関節領域における AI," 整形･ 災害外科, vol.66, no.10, pp1195-1199, 2023.9.1
- 高尾 正樹, 大竹 義人, 上村 圭亮, Soufi Mazen, 菅野 伸彦, 佐藤 嘉伸
[ doi:10.18888/se.0000002705 ]
- "Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography," Medical Image Analysis, no.102970, Sep. 2023
- Yi Gu, Otake Yoshito, Keisuke Uemura, Soufi Mazen, Masaki Takao, Hugues Talbot, Seiji Okada, Nobuhiko Sugano, Sato Yoshinobu
[ doi:10.1016/j.media.2023.102970 ]
- "Deep-learning-based automatic facial bone segmentation using a two-dimensional U-Net," International Journal of Oral and Maxillofacial Surgery, vol.52, no.7, pp787-792, Jul. 2023
- D. Morita, S. Mazen, S. Tsujiko, Otake Yoshito, Sato Yoshinobu, T. Numajiri
[ doi:10.1016/j.ijom.2022.10.015 ]
- "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," International Journal of Computer Assisted Radiology and Surgery, vol.18, no.1, pp71-78, Jan. 2023
- Iwasa M, Takao M, Soufi Mazen, Uemura K, Otake Yoshito, Hamada H, Sato Yoshinobu, Sugano N, Okada S.
[ doi:10.1007/s11548-022-02797-8 ]
- "Rotational-motion measurement of the sacroiliac joint using upright MRI scanning and intensity-based registration: is there a sex difference?," International Journal of Computer Assisted Radiology and Surgery, vol.18, no.1, pp79-84, Jan. 2023
- Tani T, Takao M, Soufi Mazen, Otake Yoshito, Fukuda N, Hamada H, Uemura K, Sato Yoshinobu, Sugano N.
[ doi:10.1007/s11548-022-02806-w ]
- "4D-foot analysis on effect of arch support on ankle, subtalar, and talonavicular joint kinematics," Journal of Orthopaedic Science, Jan. 2023
- Takuma Miyamoto, Otake Yoshito, Satoko Nakao, Hiroaki Kurokawa, Shinichi Kosugi, Akira Taniguchi, Soufi Mazen, Sato Yoshinobu, Yasuhito Tanaka
[ doi:10.1016/j.jos.2022.10.009 ]
- "Development of an open-source measurement system to assess the areal bone mineral density of the proximal femur from clinical CT images. Archives of Osteoporosis," Archives of Osteoporosis, vol.17, no.1, pp1-1, Dec. 2022
- Uemura Keisuke, Otake Yoshito, Takao Masaki, Makino Hiroki, Soufi Mazen, Iwasa Makoto, Sugano Nobuhiko, Sato Yoshinobu
[ doi:10.1007/s11657-022-01063-3 ]
- "Development of an open-source measurement system to assess the areal bone mineral density of the proximal femur from clinical CT images," Archives of Osteoporosis, vol.17, no.17, 17 Jan. 2022
- Keisuke Uemura, 大竹 義人, Masaki Takao, Soufi Mazen, Makoto Iwasa, Nobuhiko Sugano, 佐藤 嘉伸
[ doi:10.1007/s11657-022-01063-3 ]
- "Automated segmentation of an intensity calibration phantom in clinical CT images using a convolutional neural network," International Journal of Computer Assisted Radiology and Surgery, vol.16, no.11, pp1855-1864, Nov. 2021
- Keisuke Uemura, Otake Yoshito, Masaki Takao, Soufi Mazen, Akihiro Kawasaki, Nobuhiko Sugano, Yoshinobu Sato
- "Translation of Cellular Protein Localization Using Convolutional Networks," Frontiers in Cell and Developmental Biology, 5 Aug. 2021
- Kei Shigene, Yuta Hiasa, Otake Yoshito, Soufi Mazen, Janewanthanakul Suphamon, Tamako Nishimura, Sato Yoshinobu, Shiro Suetsugu
[ doi:10.3389/fcell.2021.635231 ]
- "Translation of cellular protein localization by generative adversarial network," bioRxiv, 21 Apr. 2021
- Kei Shigene, Yuta Hiasa, Otake Yoshito, Soufi Mazen, Suphamon Janewanthanakul, Tamako Nishimura, Sato Yoshinobu, Shiro Suetsugu
[ doi:10.1101/2021.04.23.441224 ]
- "Automated segmentation of an intensity calibration phantom in clinical CT images using a convolutional neural network," International Journal of Computer Assisted Radiology and Surgery, 17 Mar. 2021
- Keisuke Uemura, Otake Yoshito, Masaki Takao, Soufi Mazen, Akihiro Kawasaki, Nobuhiko Sugano, Sato Yoshinobu
[ doi:10.1007/s11548-021-02345-w ]
- "Liver shape analysis using partial least squares regression-based statistical shape model: application for understanding and staging of liver fibrosis," International Journal of Computer Assisted Radiology and Surgery, vol.14, no.12, pp2083-2093, 1 Dec. 2019
- Soufi Mazen, Otake Yoshito, Masatoshi Hori, Kazuya Moriguchi, Yasuharu Imai, Yoshiyuki Sawai, Takashi Ota, Noriyuki Tomiyama, Sato Yoshinobu
[ doi:10.1007/s11548-019-02084-z ]
- "An Approach for Evaluation of Delineation Accuracy of GTV Contours with Considering Interobserver Variability in Reference Contours: Impact of MAR on Radiation Treatment Planning," Medical Imaging and Information Sciences, vol.36, no.1, pp4-9, 31 Mar. 2019
- Noriyuki NAGAMI, Hidetaka ARIMURA, Soufi Mazen, Mitsutoshi OHISHI, Takeshi IMAIZUMI, Yoshimasa YAMAGUCHI, Kenta NINOMIYA, Sunao TOKUMARU, Shingo TOYAMA, Kanako KAWASAKI, Aiko KITAZATO, Satoshi TAKITA, Kouji UBA, Hiroyuki IRIE
[ doi:10.11318/mii.36.4 ]
- "Potentials of radiomics for cancer diagnosis and treatment in comparison with computer-aided diagnosis," Radiological Physics and Technology, vol.11, no.4, pp365-374, 29 Oct. 2018
- Hidetaka Arimura, Soufi Mazen, Kenta Ninomiya, Hidemi Kamezawa, Masahiro Yamada
- "Radiomics with artificial intelligence for precision medicine in radiation therapy," Journal of Radiation Research, vol.[Epub ahead of print], 22 Sep. 2018
- Hidetaka Arimura, Soufi Mazen, Hidemi Kamezawa, Kenta Ninomiya, Masahiro Yamada
- "Identification of optimal mother wavelets in survival prediction of lung cancer patients using wavelet decomposition‐based radiomic features," Medical Physics, vol.45, no.11, pp5116-5128, 19 Sep. 2018
- Soufi Mazen, Hidetaka Arimura, Noriyuki Nagami
- "Exploration of temporal stability and prognostic power of radiomic features based on electronic portal imaging device images," Physica Medica, vol.46, pp32-44, 19 Jan. 2018
- Soufi Mazen, Hidetaka Arimura, Takahiro Nakamoto, Taka-aki Hirose, Saiji Ohga, Yoshiyuki Umezu, Hiroshi Honda, Tomonari Sasaki
- "Anatomical feature points; Differential geometry; NURBS surface; Radiation therapy; Range image," International Journal of Computer Assisted Radiology and Surgery, vol.11, no.11, pp1993-2006, 13 Jun. 2016
- Soufi Mazen, Hidetaka Arimura, Katsumasa Nakamura, Fauzia Lestari, Freddy Haryanto, Taka-aki Hirose, Yoshiyuki Umedu, Yoshiyuki Shioyama, Fukai Toyofuku
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