Rchr
J-GLOBAL ID：201001001780155111   Update date: Nov. 11, 2024

KAMIYA Naoki

カミヤ ナオキ | KAMIYA Naoki
Affiliation and department：
Aichi Prefectural University Faculty of Information Science and Technology, Department of Information Science and Technology

About Aichi Prefectural University Faculty of Information Science and Technology, Department of Information Science and Technology


Job title： Associate Professor
Other affiliations (1)：
  • Sugiyama Jogakuen University  School of Foreign Studies 
Homepage URL  (1)： https://sites.google.com/site/nkamapu/
Research field  (2)： Medical systems ,  Biological, health, and medical informatics
Research keywords  (4)： Computer-aided Diagnosis: CAD ,  Medical Image Processing ,  Image Processing ,  Computer-aided Diagnosis
Research theme for competitive and other funds  (21)：
  • 2022 - 2027 Elucidation of the Paper Road by data science. -Based on Quantitative, Qualitative research and AI Multidimensional analysis-
  • 2024 - 2025 書誌の非破壊画像解析のための紙繊維画像生成モデルの開発
  • 2024 - 2025 CT画像の仮想展開による深層学習を用いた体組成の3次元総合解析
  • 2021 - 2024 Realization of Multidisciplinary Understanding of Skeletal Muscle by Constructing Deep Learning and Model Integration Theory
  • 2018 - 2023 The research on propagation of the world paper culture and elucidation of "Samarkand Paper"
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Papers (27)：
  • Naoki Kamiya, Kosuke Ashino, Yasuhiro Sakai, Yexin Zhou, Yoichi Ohyanagi, Koji Shibazaki. Non-Destructive Estimation of Paper Fiber Using Macro Images: A Comparative Evaluation of Network Architectures and Patch Sizes for Patch-Based Classification. NDT. 2024. 2. 4. 487-503
  • Kosuke Ashino, Naoki Kamiya, Xiangrong Zhou, Hiroki Kato, Takeshi Hara, Hiroshi Fujita. Joint segmentation of sternocleidomastoid and skeletal muscles in computed tomography images using a multiclass learning approach. Radiological Physics and Technology. 2024
  • Naoki Kamiya, Yu Yoshizato, Yexin Zhou, Yoichi Ohyanagi, Koji Shibazaki. Fiber Estimation From Paper Macro Images via EfficientNet-Based Patch Classification. IEEE Access. 2024. 12. 12271-12278
  • Masahiro Kawamoto, Naoki Kamiya, Xiangrong Zhou, Hiroki Kato, Takeshi Hara, Hiroshi Fujita. Simultaneous Learning of Erector Spinae Muscles for Automatic Segmentation of Site-Specific Skeletal Muscles in Body CT Images. IEEE Access. 2023. 12. 15468-15476
  • Yuichi Wakamatsu, Naoki Kamiya, Xiangrong Zhou, Hiroki Kato, Takeshi Hara, Hiroshi Fujita. Automatic Segmentation of Supraspinatus Muscle via Bone-Based Localization in Torso Computed Tomography Images Using U-Net. IEEE Access. 2021. 9. 155555-155563
ｍore...
MISC (121)：
  • K. Ashino, Y. Zhou, Y. Ohyanagi, K. Shibazaki, N. Kamiya. StyleGAN in Paper Fiber Analysis: Evaluating Image Generation with Consumer-Grade Digital Camera. Proc. of IEEE 13th Global Conference on Consumer Electronics (GCCE) 2024. 2024. 488-491
  • K. Ashino, Y. Zhou, Y. Ohyanagi, K. Shibazaki, N. Kamiya. End-to-End Paper Fiber Classification Using Consumer Digital Camera: A Practical Approach for Non-Destructive Analysis. Proc. of IEEE 13th Global Conference on Consumer Electronics (GCCE) 2024. 2024. 264-265
  • 芦野公祐, 神谷直希, 周向栄, 原武史, 藤田広志. Segment Anything Modelを用いたCT画像の第三腰椎断面における骨格筋のZero-shot部位別セグメンテーション. 医用画像情報学会 令和6年度 創立60周年 200回記念大会誌. 2024. 46-46
  • Naoki KAMIYA. AI-Driven Paper Analysis: From Patch-Based Fiber Estimation to Comprehensive Characterization and Edge Computing. Proc. of UZBEK-JAPANESE INTERNATIONAL SEMINER, "PAPER AND ARTISTIC EXPRESSION". 2024. 13-18
  • 芦野公祐, 神谷直希, 周向栄, 原武史, 藤田広志. Automatic Segmentation of Site-Specific Deep Skeletal Muscles in Body CT Images Using Multi-Task Learning of Skeletal Muscles. Proc. of the 63rd Annual Conference of Japanese Society for Medical and Biological Engineering. 2024. 439-441
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Books (10)：
  • Development of Multiple Skeletal Muscle Recognition Technique in the Thoracoabdominal Region for Respiratory Muscle Function Analysis
    Springer Singapore 2022 ISBN:9789811643248
  • Multidisciplinary Computational Anatomy
    Springer, Singapore 2022 ISBN:9789811643248
  • Multidisciplinary Computational Anatomy
    Springer, Singapore 2022 ISBN:9789811643248
  • 医療AIとディープラーニングシリーズ 2020-2021年版 はじめての医用画像ディープラーニング -基礎・応用・事例-
    オーム社 2020
  • Deep Learning Technique for Musculoskeletal Analysis
    Advances in Experimental Medicine and Biology 2020
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Lectures and oral presentations  (34)：
  • 体幹部CT画像における2D U-Netを用いた大域構造5領域の認識
    (医用画像情報学会(MII)令和5年度年次(第196回)大会 2023)
  • 自己教師あり学習に基づく全身CT画像からの骨格筋の自動抽出に関する研究
    (医用画像情報学会(MII)令和4年度春季(第195回)大会 2023)
  • 民生品デジタルカメラを用いたパッチ分類による紙の繊維推定の現状と課題
    (第359回和紙文化研究会 2022)
  • 仮想展開画像を用いた2D U-Netにおける僧帽筋と隣接する骨格筋の認識
    (医用画像情報学会(MII)令和4年度秋季(第194回)大会 2022)
  • 体幹部CT画像におけるU-Netを用いた脊柱起立筋と僧帽筋の同時自動認識
    (医用画像情報学会(MII)令和3年度秋季(第191回)大会 2021)
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Education (6)：
  • 2022 - 2024 Yashima Gakuen University Lifelong Learning Lifelong Learning
  • 2022 - 2024 The Open University of Japan Faculty of Liberal Arts Department of Liberal Arts
  • 2016 - 2021 Hosei University Faculty of Economics Department of Economics
  • 2007 - 2011 Gifu University Graduate School of Medicine Division of Regeneration and Advanced Medical Sciences
  • 2005 - 2007 Gifu University Graduate School of Medicine Division of Regeneration and Advanced Medical Sciences
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Professional career (6)：
  • Ph.D in Regeneration and Advanced Medical Sciences (Gifu University)
  • Master in Regeneration and Advanced Medical Sciences (Gifu University)
  • Bachelor in Engineering (Gifu University)
  • Bachelor of Arts (Economics) (Hosei University)
  • Bachelor of Liberal Arts (The Open University of Japan)
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Work history (11)：
  • 2024/04 - 現在 Sugiyama Jogakuen University
  • 2019/04 - 現在 Aichi Prefectural University School of Information Science and Technology Associate Professor
  • 2021/04 - 2024/03 Aichi Prefectural University Research Promotion Bureau Director
  • 2019/04 - 2023/09 Sugiyama Jogakuen University School of Cross-Cultural Studies Part-time lecturer
  • 2019/09 - 2022/03 Nagoya Bunri University School of Information and Media Studies lecturer
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Committee career (8)：
  • 2023/02 - 現在 Digital Agency デジタル推進委員
  • 2019/08 - 現在 日本放射線技術学会 論文特集号「AIによる放射線技術の発展」エディタ
  • 2024/10 - 2025/03 Web × IoT メイカーズチャレンジ PLUS in 愛知 委員
  • 2022/10 - 2023/05 The 62nd Annual Conference of Japanese Society for Medical and Biological Engineering Public Relations Committee Chair
  • 2020/04 - 2020/09 令和2年度 電気・電子・情報関係学会東海支部連合大会 現地委員会 幹事
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Awards (15)：
  • 2024/10 - 2024 IEEE 13th Global Conference on Consumer Electronics (IEEE GCCE2024) Gold Prize: GCCE2024 Excellent Demo! Award End-to-End Paper Fiber Classification Using Consumer Digital Camera: A Practical Approach for Non-Destructive Analysis
  • 2024/06 - The 80th Annual Meeting of JSRT / The 3rd ICRPT ICRPT Award: Outstanding Presentation Award 3D body composition analysis via body cavity recognition in body CT images
  • 2023/12 - Workshop on Informatics 2023 Honorable Mention
  • 2019/10 - 2019 IEEE 8th Global Conference on Consumer Electronics IEEE Japan Council WIE Best Poster Award Automatic Classification of Hemp and Cotton in Digital Macro Photography Using VGG-16 for Nondestructive Paper Analysis
  • 2019/01 - International Forum on Medical Imaging 2019 Best Paper Award Initial study on the classification of amyotrophic diseases using texture analysis and deep learning in whole-body CT images
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Association Membership(s) (6)：
Sigma Xi ,  JAPANESE SOCIETY OF RADIOLOGICAL TECHNOLOGY ,  IEEE ,  電子情報通信学会 ,  MEDICAL IMAGING AND INFORMATION SCIENCES ,  THE JAPANESE SOCIETY OF MEDICAL IMAGING TECHNOLOGY
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