Soufi Mazen ＳＯＵＦＩＭＡＺＥＮ

… Alternative Names

SOUFI MAZEN SOUFI MAZEN

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Researcher Number	80823525
Other IDs	https://orcid.org/0000-0003-0819-966X
Affiliation (Current)	2025: 奈良先端科学技術大学院大学, 先端科学技術研究科, 助教
Affiliation (based on the past Project Information) *help	2018 – 2024: 奈良先端科学技術大学院大学, 先端科学技術研究科, 助教
Review Section/Research Field	Principal Investigator Basic Section 90130:Medical systems-related Except Principal Investigator Basic Section 56020:Orthopedics-related / Basic Section 52040:Radiological sciences-related / Basic Section 90130:Medical systems-related / Medium-sized Section 90:Biomedical engineering and related fields / Medical systems / Science and Engineering
Keywords	Principal Investigator musculoskeletal disease / hierarchical modeling / image harmonization / 疾患進行モデリング / 深層学習 / 筋骨格解析 / Elastography / Deep learning / Segmentation / Shape analysis … More / MR imaging / Shape modeling / Liver fibrosis / MR画像 / 統計形状モデリング / 肝線維化 … More Except Principal Investigator 人工知能 / CT / 筋骨格セグメンテーション / 医用画像解析 / 深層学習 / 筋骨格 / 生体シミュレーション / AI / 動態 / 人工距骨 / 放射線診断学 / MRI / コンピュータ支援診断 / 精度 / 不確実性 / セグメンテーション / 放射線診断 / 非侵襲筋骨格動態計測 / X線動画像 / 人工関節患者 / 四次元動態認識 / 患者個別筋骨格モデリング / 金属アーチファクト削減 / 関節可動域 / 筋変性 / 筋萎縮 / 手術シミュレーション / 自動手術計画 / 骨密度 / 筋肉量 / 疾患進行モデル / 筋骨格統計形状モデル / 人工股関節 / 筋肉セグメンテーション / 手術AI / 手術DX / 人工関節 / 変形性股関節症 / コンピュータ外科 / 医用システム / 線維走行統計モデル / CT画像 / 筋線維モデリング / バイオメカニクス解析 / 筋線維走行モデリング / 筋骨格力学解析 / 医療情報 / 臨床意志決定支援 / 統計数理 / 画像情報処理 / 画像解剖学 / 生体モデリング・フィジオーム / 医用画像・バイオイメージング / 機械学習 / 画像、文章、音声等認識 / 情報システム / 生体生命情報学 / 筋線維 / 人体解剖 / 多元データ / 計算解剖学 / 医用画像 / 肝線維化 / 筋線維走行 / 診断支援 / 臓器機能 / マルチモダリティ / マルチスケール Less

AIを利用した人工距骨の生体内動態解析
- Principal Investigator
  
  谷口晃
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 56020:Orthopedics-related
- Research Institution
  Nara Medical University
Automated organ segmentation in 3D medical images: Is uncertainty estimation by artificial intelligence useful for improving accuracy?
- Principal Investigator
  
  Hori Masatoshi
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Kobe University
Data-driven CT image harmonization and hierarchical modeling in multi-institutional databases for musculoskeletal disease analysisPrincipal Investigator
- Principal Investigator
  
  SOUFI MAZEN
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Nara Institute of Science and Technology
Four-dimensional Recognition of Musculoskeletal Movement for Patients with Artificial Joints
- Principal Investigator
  
  Otake Yoshito
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Nara Institute of Science and Technology
Explicit shape knowledge-based feature augmentation for disease progression analysis: application in liver fibrosis predictionPrincipal Investigator
- Principal Investigator
  
  SOUFI MAZEN
- Project Period (FY)
  2019 – 2020
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Nara Institute of Science and Technology
Decision support for total hip arthroplasty surgery by integration of deep learning, simulations, and statistical models
- Principal Investigator
  
  SATO Yoshinobu
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 90:Biomedical engineering and related fields
- Research Institution
  Nara Institute of Science and Technology
Estimation of patient-specific muscle fiber arrangement using clinical CT and statistical modeling of the fiber arrangement
- Principal Investigator
  
  OTAKE Yoshito
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Medical systems
- Research Institution
  Nara Institute of Science and Technology
Fundamental Technologies for Integration of Function and Pathology in Multidisciplinary Computational Anatomy
- Principal Investigator
  
  SATO Yoshinobu
- Project Period (FY)
  2014 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Science and Engineering
- Research Institution
  Nara Institute of Science and Technology

All 2024 2023 2022 2021 2020 2019 2018

All Journal Article Presentation Patent

[Journal Article] Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs2024
- Author(s)
  Masuda Masachika、Soufi Mazen、Otake Yoshito、Uemura Keisuke、Kono Sotaro、Takashima Kazuma、Hamada Hidetoshi、Gu Yi、Takao Masaki、Okada Seiji、Sugano Nobuhiko、Sato Yoshinobu
- Journal Title
  
  International Journal of Computer Assisted Radiology and Surgery
  
  Volume: 19 Issue: 5 Pages: 903-915
- DOI
  10.1007/s11548-024-03087-1
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18080
[Journal Article] Hybrid representation-enhanced sampling for Bayesian active learning in musculoskeletal segmentation of lower extremities2024
- Author(s)
  Li Ganping、Otake Yoshito、Soufi Mazen、Taniguchi Masashi、Yagi Masahide、Ichihashi Noriaki、Uemura Keisuke、Takao Masaki、Sugano Nobuhiko、Sato Yoshinobu
- Journal Title
  
  International Journal of Computer Assisted Radiology and Surgery
  
  Volume: in press Issue: 11 Pages: 2177-2186
- DOI
  10.1007/s11548-024-03065-7
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18080, KAKENHI-PROJECT-21H03303
[Journal Article] Preoperative Assessment of Vessel-to-acetabular Rim Distances in Non-contrast CT Images for Total Hip Arthroplasty2024
- Author(s)
  Chen Yingdong、Soufi Mazen、Uemura Keisuke、Otake Yoshito、Takao Masaki、Iwakoshi Shinichi、Tanaka Toshihiro、Sugano Nobuhiko、Sato Yoshinobu
- Journal Title
  
  Advanced Biomedical Engineering
  
  Volume: 13 Issue: 0 Pages: 176-188
- DOI
  10.14326/abe.13.176
- ISSN
  2187-5219
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18080
[Journal Article] Rotational-motion measurement of the sacroiliac joint using upright MRI scanning and intensity-based registration: is there a sex difference?.2023
- Author(s)
  Tani T, Takao M, Soufi M, Otake Y, Fukuda N, Hamada H, Uemura K, Sato Y, Sugano N.
- Journal Title
  
  International Journal of Computer Assisted Radiology and Surgery.
  
  Volume: 18(1) Issue: 1 Pages: 79-84
- DOI
  10.1007/s11548-022-02806-w
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19H01176, KAKENHI-PROJECT-20H04550, KAKENHI-PROJECT-18K09104
[Journal Article] 4D-foot analysis on effect of arch support on ankle, subtalar, and talonavicular joint kinematics2023
- Author(s)
  Miyamoto Takuma、Otake Yoshito、Nakao Satoko、Kurokawa Hiroaki、Kosugi Shinichi、Taniguchi Akira、Soufi Mazen、Sato Yoshinobu、Tanaka Yasuhito
- Journal Title
  
  Journal of Orthopaedic Science
  
  Volume: in press Issue: 6 Pages: 1337-1344
- DOI
  10.1016/j.jos.2022.10.009
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18080, KAKENHI-PROJECT-19H01176, KAKENHI-PROJECT-20H04550
[Journal Article] Development of an open-source measurement system to assess the areal bone mineral density of the proximal femur from clinical CT images2022
- Author(s)
  Uemura, K., Otake, Y., Takao, M., Makino, H., Soufi, M., Iwasa, M., Sugano, N. and Sato, Y.
- Journal Title
  
  Archives of Osteoporosis
  
  Volume: 17(1) Issue: 1 Pages: 17-17
- DOI
  10.1007/s11657-022-01063-3
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04550, KAKENHI-PROJECT-21K16655, KAKENHI-PROJECT-21K18080, KAKENHI-PROJECT-19H01176
[Journal Article] Artificial intelligence-based volumetric analysis of muscle atrophy and fatty degeneration in patients with hip osteoarthritis and its correlation with health-related quality of life2022
- Author(s)
  Iwasa Makoto、Takao Masaki、Soufi Mazen、Uemura Keisuke、Otake Yoshito、Hamada Hidetoshi、Sato Yoshinobu、Sugano Nobuhiko、Okada Seiji
- Journal Title
  
  International Journal of Computer Assisted Radiology and Surgery
  
  Volume: 18 Issue: 1 Pages: 71-78
- DOI
  10.1007/s11548-022-02797-8
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18080, KAKENHI-PROJECT-19H01176, KAKENHI-PROJECT-20H04550, KAKENHI-PROJECT-18K09104
[Journal Article] Evaluation of Bayesian Active Learning for Segmentation of Liver and Spleen in Large Scale Abdominal MR Data Sets2021
- Author(s)
  Bin Zhang, Yoshito Otake, Mazen Soufi, Masatoshi Hori, Noriyuki Tomiyama, Yoshinobu Sato
- Journal Title
  
  IEICE Technical Report; IEICE Tech. Rep.
  
  Volume: 120 Pages: 62-65
- Data Source
  KAKENHI-PROJECT-19K20711
[Journal Article] Analysis of multiplanar integration based on uncertainty estimation in automatic segmentation of abdominal organs in 3D CT image using 2D Bayesian U-Net2021
- Author(s)
  Masaki Yuto、Otake Yoshito、Soufi Mazen、Hori Masatoshi、Onishi Hiromitsu、Tomiyama Noriyuki、Sato Yoshinobu
- Journal Title
  
  Proc. SPIE 11792
  
  Volume: 11792 Pages: 1179208-6
- DOI
  10.1117/12.2590794
- Data Source
  KAKENHI-PROJECT-21K07674
[Journal Article] Automated segmentation of an intensity calibration phantom in clinical CT images using a convolutional neural network.2021
- Author(s)
  Uemura, K., Otake, Y., Takao, M., Soufi, M., Kawasaki, A., Sugano, N., & Sato, Y.
- Journal Title
  
  International journal of computer assisted radiology and surgery
  
  Volume: - Issue: 11 Pages: 1855-1864
- DOI
  10.1007/s11548-021-02345-w
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04550, KAKENHI-PROJECT-19H01176
[Journal Article] Liver shape analysis using partial least squares regression-based statistical shape model: application for understanding and staging of liver fibrosis2019
- Author(s)
  Mazen Soufi, Yoshito Otake, Masatoshi Hori, Kazuya Moriguchi, Yasuharu Imai, Yoshiyuki Sawai, Takashi Ota, Noriyuki Tomiyama, Yoshinobu Sato
- Journal Title
  
  International Journal of Computer Assisted Radiology and Surgery
  
  Volume: 14 Issue: 12 Pages: 2083-2093
- DOI
  10.1007/s11548-019-02084-z
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20711, KAKENHI-PROJECT-17K10403
[Patent] プログラム、情報処理方法、及び情報処理装置2022
- Inventor(s)
  佐藤嘉伸、大竹義人、谷懿、スーフィーマーゼン他
- Industrial Property Rights Holder
  佐藤嘉伸、大竹義人、谷懿、スーフィーマーゼン他
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2022-083271
- Filing Date
  2022
- Data Source
  KAKENHI-PROJECT-19H01176
[Presentation] Basics of advanced AI architectures and applications to musculoskeletal analysis2024
- Author(s)
  Mazen Soufi
- Organizer
  AFOMP School Webinar
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18080
[Presentation] Medical Imaging-based Musculoskeletal System Analysis in the Era of AI2024
- Author(s)
  Mazen Soufi
- Organizer
  Third International Conference on Biomedical Engineering ICBME 2024-Damascus
- Invited
- Data Source
  KAKENHI-PROJECT-21K18080
[Presentation] Integration of multiple individually labeled CT databases for whole-leg musculoskeletal segmentation using bone bounding box detection from digitally reconstructed radiographs2023
- Author(s)
  Yuto Masaki, Yoshito Otake, Mazen Soufi, Masatoshi Hori, Hiromitsu Onishi, Noriyuki Tomiyama, Yoshinobu Sato
- Organizer
  International Forum on Medical Imaging in Asia (IFMIA 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] Validation of an automated musculoskeletal segmentation model for lower limb muscle assessment in a large-scale database of clinical CT images of hip osteoarthritis patients2023
- Author(s)
  Mazen Soufi, Yoshito Otake, Makoto Iwasa, Keisuke Uemura, Masaki Takao4, Nobuhiko Sugano2, Yoshinobu Sato
- Organizer
  The International Forum on Medical Imaging in Asia (IFMIA)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18080
[Presentation] Validation of an automated musculoskeletal segmentation model for lower limb muscle assessment in a large scale database of clinical CT images of hip osteoarthritis patients2023
- Author(s)
  Mazen Soufi, Yoshito Otake, Makoto Iwasa, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato
- Organizer
  International Forum on Medical Imaging in Asia (IFMIA 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] CT画像を用いた大腿骨近位部の骨密度自動計測システムの構築―多施設共同研究―2023
- Author(s)
  上村圭亮、大竹義人、Mazen Soufi、箱谷知輝、河野壮太郎、高嶋和磨、濱田英敏、今釜崇、高尾正樹、坂井孝司、佐藤嘉伸、菅野伸彦
- Organizer
  日本人工関節学会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] Evaluation of Bayesian active learning strategies with different acquisition methods and model capacities in musculoskeletal segmentation from MRI2023
- Author(s)
  Ganping Li, Yoshito Otake, Mazen Soufi, Masashi Taniguchi, Masahide Yagi, Noriaki Ichihashi, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, and Yoshinobu Sato
- Organizer
  International Forum on Medical Imaging in Asia (IFMIA 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] Virtual Standing Position Transformation from Supine CT using Whole-body Upright CT Scanner2022
- Author(s)
  Tomoki Hakotani, Yoshito Otake, Mazen Soufi, Masahiro Hashimoto, Yoshitake Yamada, Minoru Yamada, Yoichi Yokoyama, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Masahiro Jinzaki, Yoshinobu Sato
- Organizer
  医用画像研究会(MI研2022)
- Data Source
  KAKENHI-PROJECT-21K18080
[Presentation] CT画像からの足部筋骨格セグメンテーションにおける撮影肢位バリエーションに対応するための推論時姿勢正規化2022
- Author(s)
  伊東尚輝, Mazen Soufi, 大竹義人, 宮本拓馬, 田中康仁, 上村圭亮, 高尾正樹, 菅野伸彦, 佐藤嘉伸
- Organizer
  電子情報通信学会医用画像研究会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] BMD-GAN: Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning.2022
- Author(s)
  Gu Y, Otake Y, Uemura K, Soufi M, Takao M, Sugano N, Sato Y.
- Organizer
  InMedical Image Computing and Computer Assisted Intervention MICCAI 2022:
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H01176
[Presentation] Automatic Multi-Measure Classification of Hip Osteoarthritis Based on Digitally-Reconstructed Radiographs using Deep Learning2022
- Author(s)
  Masachika Masuda, Mazen Soufi, Yoshito Otake, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato
- Organizer
  医用画像研究会(MI研2022)
- Data Source
  KAKENHI-PROJECT-21K18080
[Presentation] BMD-GAN: Bone Mineral Density Estimation Using X-Ray Image Decomposition into Projections of Bone-Segmented Quantitative Computed Tomography Using Hierarchical Learning2022
- Author(s)
  Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato
- Organizer
  Medical Image Computing and Computer Assisted Intervention; MICCAI 2022
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18080
[Presentation] Segmentation of musculoskeletal structures in supine and upright CTs towards quantitative analysis of musculoskeletal deformation in standing position.2022
- Author(s)
  Hakotani T, Otake Y, Soufi M, Hashimoto M, Yamada Y, Yamada M, Yokoyama Y, Uemura K, Takao M, Sugano N, Jinzaki M.
- Organizer
  IEICE Technical Report; IEICE Tech. Rep..
- Data Source
  KAKENHI-PROJECT-19H01176
[Presentation] 医用画像に基づく筋骨格モデルと弾性体シミュレータVIPERを用いた被験者個別シミュレーションの試み2022
- Author(s)
  伊野淳也, 大竹義人, Mazen Soufi, 上村圭亮, 高尾正樹, 菅野伸彦, 佐藤嘉伸
- Organizer
  電子情報通信学会医用画像研究会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] Automated Musculoskeletal Foot Segmentation in CT Images for Patient-Specific Functional Foot Analysis2022
- Author(s)
  Mazen Soufi, Yoshito Otake, Naoki Ito, Yuto Masaki, Tomoki Hakotani, Takuma Miyamoto, Yasuhito Tanaka, Masahiro Hashimoto, Yoshitake Yamada, Minoru Yamada, Yoichi Yokoyama, Masahiro Jinzaki, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato
- Organizer
  医用画像研究会(MI研2022)
- Data Source
  KAKENHI-PROJECT-21K18080
[Presentation] 立位時の筋骨格変形の定量化を目的とした臥位・立位CT画像からの筋骨格セグメンテーション2022
- Author(s)
  箱谷知輝, 大竹義人, スーフィーマーゼン, 橋本正弘, 山田祥岳, 山田稔, 横山陽一, 上村圭亮, 高尾正樹, 菅野伸彦, 陣崎雅弘, 佐藤嘉伸
- Organizer
  電子情報通信学会医用画像研究会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] BMD-GAN: Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning2022
- Author(s)
  Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato
- Organizer
  Medical Image Computing and Computer Assisted Intervention (MICCAI 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] Extrapolation of Partial X-ray Image for Prediction of Whole Body Musculoskeletal Structure2022
- Author(s)
  Weiqi Zhang, Yi Gu, Yoshito Otake, Mazen Soufi, Keisuke Uemura, Masaki Takao, Toshiaki Akashi, Kensaku Mori, Kento Aida, Nobuhiko Sugano, Yoshinobu Sato
- Organizer
  電子情報通信学会医用画像研究会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] CT画像からの筋骨格セグメンテーションを用いた変形性股関節症の疾患進行モデリング2022
- Author(s)
  Li Ganping, Soufi Mazen, 大竹義人, 上村圭亮, 高尾正樹, 菅野伸彦, 佐藤嘉伸
- Organizer
  電子情報通信学会医用画像研究会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] Patient-specific musculoskeletal simulation using an elastic volume simulator VIPER and medical image-based modeling.2022
- Author(s)
  Ino J, Otake Y, Soufi M, Uemura K, Takao M, Sugano N, Sato Y.
- Organizer
  IEICE Technical Report; IEICE Tech. Rep..
- Data Source
  KAKENHI-PROJECT-19H01176
[Presentation] ＣＴ画像における筋骨格の自動認識2022
- Author(s)
  佐藤嘉伸、大竹義人、Mazen Soufi、上村圭亮、高尾正樹、菅野伸彦
- Organizer
  第29回日本CT検診学会学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-19H01176
[Presentation] Virtual Standing Position Transformation from Supine CT using Whole-body Upright CT Scanner. IEICE Technical Report;2022
- Author(s)
  Hakotani T, Otake Y, Soufi M, Hashimoto M, Yamada Y, Yamada M, Yokoyama Y, Uemura K, Takao M, Sugano N, Jinzaki M
- Organizer
  IEICE Technical Report; IEICE Tech. Rep..
- Data Source
  KAKENHI-PROJECT-19H01176
[Presentation] Musculoskeletal Decomposition for High-fidelity Body Composition Analysis from a Plain X-ray Image2022
- Author(s)
  Yi Gu, Yoshito Otake, Keisuke Uemura, Mazen Soufi, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato
- Organizer
  電子情報通信学会医用画像研究会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] Automatic Multi-Measure Classification of Hip Osteoarthritis Based on Digitally-Reconstructed Radiographs using Deep Learning.2022
- Author(s)
  Masuda M, Soufi M, Otake Y, Uemura K, Takao M, Sugano N, Sato Y.
- Organizer
  IEICE Technical Report; IEICE Tech. Rep..
- Data Source
  KAKENHI-PROJECT-19H01176
[Presentation] 立位MRI装置を用いた臥位から立位の男女別仙腸関節動態の検討2021
- Author(s)
  谷哲郎, 高尾正樹, Soufi Mazen, 濱田英敏, 安藤渉, 大竹義人, 佐藤嘉伸, 菅野伸彦
- Organizer
  日本コンピュータ外科学会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] 4D-Foot: A Fully Automated Pipeline of Four-Dimensional Analysis of the Foot Bones Using Bi-plane X-Ray Video and CT2021
- Author(s)
  Mizoe Shuntaro, Otake Yoshito, Miyamoto Takuma, Soufi Mazen, Nakao Satoko, Tanaka Yasuhito, Sato Yoshinobu
- Organizer
  Medical Image Computing and Computer Assisted Intervention (MICCAI 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] CT画像からの足部筋骨格セグメンテーションにおける撮影肢位バリエーションに対応するための推論時姿勢正規化2021
- Author(s)
  伊東尚輝, スーフィーマーゼン, 大竹義人, 宮本拓馬, 田中康仁, 上村圭亮, 高尾正樹, 菅野伸彦, 佐藤嘉伸
- Organizer
  医用画像研究会(MI研2021)
- Data Source
  KAKENHI-PROJECT-21K18080
[Presentation] Bayesian U-Netを用いた脊椎セグメンテーションの不確実性予測：大規模CTデータベースにおける年齢・性別統計モデリングに向けて2021
- Author(s)
  程卓, 大竹義人, スーフィーマーゼン, 上村圭亮, 重松英樹, 池尻正樹, 合田憲人, 佐藤真一, 橋本正弘, 明石敏明, 佐藤嘉伸
- Organizer
  日本医用画像工学会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] Evaluation of Bayesian Active Learning for Segmentation of Liver and Spleen in Large Scale Abdominal MR Data Sets2021
- Author(s)
  Bin Zhang, Yoshito Otake, Mazen Soufi, Masatoshi Hori, Noriyuki Tomiyama, Yoshinobu Sato
- Organizer
  IEICEメディカルイメージング連合フォーラム
- Data Source
  KAKENHI-PROJECT-19K20711
[Presentation] Test-time-augmentationを用いた筋骨格セグメンテーションの精度向上の検討2021
- Author(s)
  成田剛志, 政木勇人, 大竹義人, スーフィーマーゼン, 高尾正樹, 上村圭亮, 岩佐諦, 菅野伸彦, 佐藤嘉伸
- Organizer
  日本コンピュータ外科学会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] Analysis of multiplanar integration based on uncertainty estimation in automatic segmentation of abdominal organs in 3D CT image using 2D Bayesian U-Net2021
- Author(s)
  Yuto Masaki, Yoshito Otake, Mazen Soufi, Masatoshi Hori, Hiromitsu Onishi, Noriyuki Tomiyama, Yoshinobu Sato
- Organizer
  International Forum on Medical Imaging in Asia (IFMIA 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] 4D-Foot: A Fully Automated Pipeline of Four-Dimensional Analysis of the Foot Bones Using Bi-plane X-Ray Video and CT.2021
- Author(s)
  Mizoe S, Otake Y, Miyamoto T, Soufi M, Nakao S, Tanaka Y, Sato Y.
- Organizer
  InMedical Image Computing and Computer Assisted Intervention-MICCAI 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H01176
[Presentation] Prediction of Segmentation Accuracy of Liver and Spleen in Contrast-Enhanced MR Images Using Uncertainty Estimated from Bayesian U-Net2020
- Author(s)
  Bin Zhang, Mazen Soufi, Yoshito Otake, Masatoshi Hori, Noriyuki Tomiyama, Yoshinobu Sato
- Organizer
  第39 回日本医用画像工学会大会
- Data Source
  KAKENHI-PROJECT-19K20711
[Presentation] Automated segmentation of an intensity calibration phantom to quantify bone mineral density of the femur from clinical CT images2020
- Author(s)
  Keisuke Uemura, Yoshito Otake, Akihiro Kawasaki, Mazen Soufi, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato
- Organizer
  日本医用画像学会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] 立位MRI装置を用いた臥位から立位の男女別仙腸関節動態の検討2020
- Author(s)
  谷哲郎、高尾正樹、Soufi Mazen、濱田英敏、安藤渉、大竹義人、佐藤嘉伸、菅野英彦
- Organizer
  第29回コンピュータ外科学会大会
- Data Source
  KAKENHI-PROJECT-19H01176
[Presentation] Automated segmentation of musculoskeletal structures from CT image of lower leg: toward personalized musculoskeletal sciences2020
- Author(s)
  Mazen Soufi, Yoshito Otake, Takuma Miyamoto Yasuhito Tanaka, Keisuke Uemura, Masaki Takao, Nobuhiko Sugano, Yoshinobu Sato
- Organizer
  日本医用画像学会
- Data Source
  KAKENHI-PROJECT-20H04550
[Presentation] Staging of liver fibrosis by using texture and partial least squares-based statistical shape analyses in contrast-enhanced MR images2019
- Author(s)
  Mazen Soufi, Yoshito Otake, Masatoshi Hori, Yasuharu Imai, Yoshiyuki Sawai, Takashi Ota, Noriyuki Tomiyama, Yoshinobu Sato
- Organizer
  第38回日本医用画像工学会
- Data Source
  KAKENHI-PROJECT-19K20711
[Presentation] 高精細連続切片画像を用いた線維トラクトグラフィーによる筋腱モデリング2019
- Author(s)
  時末尚悟, 大竹義人, Mazen Soufi, 福田紀生, 高尾正樹, 菅野伸彦, Beom Sun Chung, Jin Seo Park, 佐藤嘉伸
- Organizer
  電子情報通信学会・医用画像研究会
- Data Source
  KAKENHI-PROJECT-16K01411
[Presentation] Open Visible Muscle Fibers: Database of Muscle Fiber Arrangements Computed from Visible Korean Dataset for Biomechanical Modeling and Simulations2018
- Author(s)
  Mazen Soufi, Yoshito Otake, Norio Fukuda, Masaki Takao, Lauren J. O’Donnell Carl-Fredrik Westin, Beom Sung Chung, Jin Seo Park, Nobuhiko Sugano, Yoshinobu Sato
- Organizer
  日本コンピュータ外科学会
- Data Source
  KAKENHI-PROJECT-16K01411

1. SATO Yoshinobu (70243219)

# of Collaborated Projects: 5 results

# of Collaborated Products: 29 results
2. OTAKE Yoshito (80349563)

# of Collaborated Projects: 5 results

# of Collaborated Products: 32 results
3. 高尾正樹 (30528253)

# of Collaborated Projects: 4 results

# of Collaborated Products: 28 results
4. 菅野伸彦 (70273620)

# of Collaborated Projects: 4 results

# of Collaborated Products: 26 results
5. Hori Masatoshi (00346206)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
6. 横田太 (60759900)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
7. 上村圭亮 (70871367)

# of Collaborated Projects: 2 results

# of Collaborated Products: 23 results
8. 高木周 (30272371)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
9. 山崎隆治 (40432546)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 小路直 (50514890)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 多田幸生 (70135812)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 三木秀宣 (10335391)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. 鍵山善之 (30506506)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 田中正夫 (40163571)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
15. 日朝祐太 (00848997)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. 平島雅也 (20541949)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. 田中康仁 (30316070)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
18. 大西裕満 (20452435)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
19. 谷口晃 (00445074)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
20. Armand Mehran

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
21. Westin Carl-Fredrik

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
22. Zheng Guoyan

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
23. Zoroofi Reza A.

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
24. Prince Jerry L.

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Soufi Mazen ＳＯＵＦＩ ＭＡＺＥＮ

SOUFI MAZEN SOUFI MAZEN

Research Projects

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Co-Researchers

AIを利用した人工距骨の生体内動態解析

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Automated organ segmentation in 3D medical images: Is uncertainty estimation by artificial intelligence useful for improving accuracy?

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Data-driven CT image harmonization and hierarchical modeling in multi-institutional databases for musculoskeletal disease analysisPrincipal Investigator

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Four-dimensional Recognition of Musculoskeletal Movement for Patients with Artificial Joints

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Explicit shape knowledge-based feature augmentation for disease progression analysis: application in liver fibrosis predictionPrincipal Investigator

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Decision support for total hip arthroplasty surgery by integration of deep learning, simulations, and statistical models

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Estimation of patient-specific muscle fiber arrangement using clinical CT and statistical modeling of the fiber arrangement

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Fundamental Technologies for Integration of Function and Pathology in Multidisciplinary Computational Anatomy

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[Journal Article] Automatic hip osteoarthritis grading with uncertainty estimation from computed tomography using digitally-reconstructed radiographs2024

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[Journal Article] Hybrid representation-enhanced sampling for Bayesian active learning in musculoskeletal segmentation of lower extremities2024

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[Journal Article] Preoperative Assessment of Vessel-to-acetabular Rim Distances in Non-contrast CT Images for Total Hip Arthroplasty2024

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[Journal Article] Rotational-motion measurement of the sacroiliac joint using upright MRI scanning and intensity-based registration: is there a sex difference?.2023

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[Journal Article] 4D-foot analysis on effect of arch support on ankle, subtalar, and talonavicular joint kinematics2023

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Soufi Mazen ＳＯＵＦＩＭＡＺＥＮ