Rchr
J-GLOBAL ID：201001001780155111
Update date: Jun. 01, 2024
KAMIYA Naoki
カミヤ ナオキ | KAMIYA Naoki
Affiliation and department：
Job title：
Associate Professor
Other affiliations (1)：
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Sugiyama Jogakuen University
School of Foreign Studies
Homepage URL (1)：
http://www.ist.aichi-pu.ac.jp/~n-kamiya/
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 (19)：
- 2022 - 2027 Elucidation of the Paper Road by data science. -Based on Quantitative, Qualitative research and AI Multidimensional analysis-
- 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"
- 2014 - 2019 Function Integrated Diagnostic Assistance based on Multidisciplinary Computational Anatomy Models
- 2017 - 2019 Development of multiple skeletal muscle recognition technique in the thoracoabdominal region for respiratory muscle function analysis
- 2016 - 2018 Challenging study to develop a diagnostic support technique of amyotrophic lateral sclerosis (ALS) by image processing approach
- 2015 - 2018 腸骨筋の三次元画像解析技術の開発による腸腰筋解析の高度化
- 2016 - 2017 安心した生活実現のための視触覚融合型インフォームド・コンセントシステムの開発
- 2015 - 2016 超音波併用検診に向けたディジタルマンモグラフィ画像における乳腺評価システムの構築
- 2015 - 2016 肩甲部における骨格筋機能解析のための骨の微細形状特徴認識手法の開発
- 2014 - 2015 乳房の厚みを用いたマンモグラフィ画像に基づく 乳腺評価システムの高度化
- 2009 - 2014 Model Construction of Computational Anatomy
- 2013 - 2014 非侵襲型の関節可動域計測と術者トレーニングシステムの開発
- 2012 - 2013 計算機による定量的な骨格筋解析のための人体骨格筋モデルの構築と認識への応用
- 2012 - 2013 高純度3D映像による没入感の高い医療用教育システムの開発
- 計算機による骨格筋のモデリングと自動認識
- 医用画像処理,パターン認識,計算機支援診断
- Automated Segmentation of the Muscle in X-ray CT Images Using Shape Model
- Automatic Segmentation of Recuts Abdominis Muscle Using Shape Model in X-ray CT Images
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Papers (24)：
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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
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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
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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
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Yuichi Wakamatsu, Naoki Kamiya, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita. Semantic Segmentation of Eight Regions of Upper and Lower Limb Bones Using 3D U-Net in Whole-body CT Images. Japanese Journal of Radiological Technology. 2020. 76. 11. 1125-1132
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藤田 広志, 原 武史, 周 向栄, 寺本 篤司, 神谷 直希. 多元計算解剖モデルを利用した臓器・組織機能診断支援システム. Medical Imaging Technology. 2020. 38. 4. 155-162
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MISC (115)：
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Yu Yoshizato, Yexin Zhou, Yoichi Ohyanagi, Akiko Iwata, Koji Shibazaki, Naoki Kamiya. Initial study of fiber estimation in macro-images of paper based on patch-based classification using two-stage EfficientNet. Proc. SPIE 12592, International Workshop on Advanced Imaging Technology (IWAIT) 2023. 2023. 125921J. 1-7
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M. Kawamoto, N. Kamiya, X. Zhou, H. Kato, T. Hara, H. Fujita. Skeletal Muscle Segmentation in L3 Cross Section by 2D U-Net Using Simultaneous Learning of Skeletal Muscles in Body CT Images. Proc. of International Forum on Medical Imaging in Asia (IFMIA) 2023. 2023. 15-15
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S. Miyamoto, N. Kamiya, X. Zhou, H. Kato, T. Hara, H. Fujita. Automatic Segmentation of Superficial Skeletal Muscles by 2D U-Net Using Simultaneous Learning of Bones by Virtual Unfolded CT Images. Proc. of International Forum on Medical Imaging in Asia (IFMIA) 2023. 2023. 14-14
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Naoki Kamiya, Xiangrong Zhou, Hiroki Kato, Takeshi Hara, Hiroshi Fujita. Automated segmentation of oblique abdominal muscle based on body cavity segmentation in torso CT images using U-Net. Proc. of International Workshop on Advanced Imaging Technology (IWAIT) 2022. 2022. 121771. 121771V
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Hiroshi Fujita, Takeshi Hara, Xiangrong Zhou, Atsushi Teramoto, Naoki Kamiya, Daisuke Fukuoka, Chisako Muramatsu. Function Integrated Diagnostic Assistance Based on MCA Models. Multidisciplinary Computational Anatomy. 2022. 67-77
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Books (10)：
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Development of Multiple Skeletal Muscle Recognition Technique in the Thoracoabdominal Region for Respiratory Muscle Function Analysis
Springer Singapore 2022 ISBN:9789811643248
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Multidisciplinary Computational Anatomy
Springer, Singapore 2022 ISBN:9789811643248
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Multidisciplinary Computational Anatomy
Springer, Singapore 2022 ISBN:9789811643248
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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
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Deep Learning Technique for Musculoskeletal Analysis
Advances in Experimental Medicine and Biology 2020
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Lectures and oral presentations (34)：
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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)
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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)
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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)
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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)
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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)：
Professional career (6)：
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
- 2015/04 - 2020/02 National Institute of Technology, Toyota College Department of Information and Computer Engineering Part-time lecturer
- 2017/04 - 2019/03 Aichi Prefectural University School of Information Science and Technology Lecturer
- 2017/08 - 2017/09 University of Bern Institute for Surgical Technology and Biomechanics Visiting Scholar
- 2015/04 - 2017/03 Aichi Prefectural University School of Information Science and Technology Assistant Professor
- 2010/04 - 2015/03 Toyota National College of Technology Department of Information and Computer Engineering Assistant Professor
- 2008/04 - 2010/03 Nagoya Technical High School Electrical department Part-time lecturer
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Committee career (11)：
- 2023/02 - 現在 Digital Agency デジタル推進委員
- 2020/12 - 現在 Artificial Intelligence in Radiology Review Editor on the Editorial Board
- 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
- 2016/01 - 現在 Radiological Physics and Technology誌 Reviewer
- 2014/03 - 現在 電気学会 査読員
- 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
- 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 実行委員会 幹事
- 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 オンライン開催委員会委員
- 2015/05 - 2015/05 第54回日本生体医工学会実行委員会 第54回日本生体医工学会実行委員会幹事
- 2013/04 - 2014/12 Journal of Radiology and Diagnostic Imaging Editorial board
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Awards (13)：
- 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
- 2017/06 - Japanese Society of Radiological Technology 第73回日本放射線技術学会総会学術大会 CyPos Silver Award 3Dプリンタを用いた多目的疑似乳房モデルの構築に関する検討
- 2016/11 - Workshop on Informatics 2016 Best Poster Award
- 2016/06 - Japanese society of radiological technology 72nd annual conference of JRC 2016 Automated Analysis of Intramuscular Fat Tissue in the Lower Limbs with a Case of Amyotrophic Lateral Sclerosis (ALS) in Whole-body CT Images
- 2016/02 - 日本データ通信協会 情報通信エンジニア ゴールド
- 2016/01 - 愛知県若手研究者イノベーション創出事業 第10回わかしゃち奨励賞(応用研究部門)優秀賞 筋委縮性側索硬化症(ALS)の画像診断法創成のための全身骨格筋自動解析法の開発
- 2013/06 - 第69回日本放射線技術学会総会学術大会 座長推薦優秀研究発表 Automated recognition of the lateral abdominal muscles in CT images by use of a virtual image: Unfolding technique
- 2013/04 - Japanese Society of Radiological Technology, Japanese Society of Medical Physics RPT Best Paper Doi Award in Diagnostic Imaging "Automated segmentation of psoas major muscle in X-ray CT images by use of a shape model: preliminary study" (Radiological Physics and Technology 5: 5-14, 2012)
- 2012/10 - The Institute of Image Information and Television Engineers Second Excellence Award Interactive system by linking Kinect and iPad for patient
- 2009/06 - 電子情報通信学会東海支部 平成二十年度学生研究奨励賞
- 2008/04 - 第64回日本放射線技術学会総会学術大会 座長推薦優秀研究発表 体幹部X線CT画像における腹部の骨格筋自動認識と脂肪量の自動解析
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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
