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Soufi Mazen  SOUFI MAZEN

… Alternative Names

SOUFI MAZEN  SOUFI MAZEN

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Researcher Number 80823525
Other IDs
  • ORCIDhttps://orcid.org/0000-0002-0327-7983
Affiliation (Current) 2023: 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 – 2022: 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
Science and Engineering / Medical systems / Medium-sized Section 90:Biomedical engineering and related fields / Basic Section 90130:Medical systems-related / Basic Section 52040:Radiological sciences-related
Keywords
Principal Investigator
肝線維化 / 統計形状モデリング / MR画像 / Liver fibrosis / Shape modeling / MR imaging / Shape analysis / Segmentation / Deep learning / Elastography … More / 筋骨格解析 / 深層学習 / 疾患進行モデリング / image harmonization / hierarchical modeling / musculoskeletal disease … More
Except Principal Investigator
人工知能 / 生体シミュレーション / 深層学習 / 医用画像解析 / マルチスケール / マルチモダリティ / 臓器機能 / 診断支援 / 筋骨格 / 筋線維走行 / 肝線維化 / 医用画像 / 計算解剖学 / 多元データ / 人体解剖 / 筋線維 / 生体生命情報学 / 情報システム / 画像、文章、音声等認識 / 機械学習 / 医用画像・バイオイメージング / 生体モデリング・フィジオーム / 画像解剖学 / 画像情報処理 / 統計数理 / 臨床意志決定支援 / 医療情報 / 筋骨格力学解析 / 筋線維走行モデリング / バイオメカニクス解析 / 筋線維モデリング / CT画像 / 筋骨格セグメンテーション / 線維走行統計モデル / 医用システム / コンピュータ外科 / 自動手術計画 / 手術シミュレーション / 人工関節 / 筋肉セグメンテーション / 筋萎縮 / 筋変性 / 関節可動域 / 骨密度 / 金属アーチファクト削減 / 患者個別筋骨格モデリング / 四次元動態認識 / 人工関節患者 / X線動画像 / 非侵襲筋骨格動態計測 / 放射線診断 / セグメンテーション / 不確実性 / 精度 / コンピュータ支援診断 / CT / MRI / 放射線診断学 Less
  • Research Projects

    (7 results)
  • Research Products

    (23 results)
  • Co-Researchers

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

    • Principal Investigator
      堀 雅敏
    • 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 – 2023
    • 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
      大竹 義人
    • 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
      佐藤 嘉伸
    • 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 2022 2021 2020 2019 2018

All Journal Article Presentation

  • [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) Pages: 17-17

    • DOI

      10.1007/s11657-022-01063-3

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20H04550, KAKENHI-PROJECT-21K16655
  • [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] Automated segmentation of an intensity calibration phantom in clinical CT images using a convolutional neural network.2021

    • Author(s)
      Uemura Keisuke、Otake Yoshito、Takao Masaki、Soufi Mazen、Kawasaki Akihiro、Sugano Nobuhiko、Sato Yoshinobu
    • Journal Title

      International journal of computer assisted radiology and surgery

      Volume: -

    • DOI

      10.1007/s11548-021-02345-w

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19H01176, KAKENHI-PROJECT-20H04550
  • [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] 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 Pages: 2083-2093

    • DOI

      10.1007/s11548-019-02084-z

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20711, KAKENHI-PROJECT-17K10403
  • [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] 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] 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] 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] 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] 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: 17 results
  • 2.  OTAKE Yoshito (80349563)
    # of Collaborated Projects: 5 results
    # of Collaborated Products: 18 results
  • 3.  高尾 正樹 (30528253)
    # of Collaborated Projects: 4 results
    # of Collaborated Products: 14 results
  • 4.  菅野 伸彦 (70273620)
    # of Collaborated Projects: 4 results
    # of Collaborated Products: 13 results
  • 5.  堀 雅敏 (00346206)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 2 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: 6 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: 0 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.  Armand Mehran
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 20.  Westin Carl-Fredrik
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 21.  Zheng Guoyan
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 22.  Zoroofi Reza A.
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 23.  Prince Jerry L.
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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