Soufi Mazen ＳＯＵＦＩＭＡＺＥＮ

… Alternative Names

SOUFI MAZEN SOUFI MAZEN

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Researcher Number	80823525
Other IDs	https://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

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

Soufi Mazen ＳＯＵＦＩ ＭＡＺＥＮ

SOUFI MAZEN SOUFI MAZEN

Research Projects

Research Products

Co-Researchers

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

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

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

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

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

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

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

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

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

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

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

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

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

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[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)

Journal Title

DOI

Data Source

[Journal Article] Evaluation of Bayesian Active Learning for Segmentation of Liver and Spleen in Large Scale Abdominal MR Data Sets2021

Author(s)

Journal Title

Data Source

[Journal Article] Automated segmentation of an intensity calibration phantom in clinical CT images using a convolutional neural network.2021

Author(s)

Journal Title

DOI

Data Source

[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)

Journal Title

DOI

Data Source

[Journal Article] Liver shape analysis using partial least squares regression-based statistical shape model: application for understanding and staging of liver fibrosis2019

Author(s)

Journal Title

DOI

Data Source

[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)

Organizer

Data Source

[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)

Organizer

Data Source

[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

Soufi Mazen ＳＯＵＦＩＭＡＺＥＮ

[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