Kimori Yoshitaka

キモリヨシタカ | Kimori Yoshitaka

Affiliation and department：
Job title： Professor

Research field (4)： Intelligent robotics , Perceptual information processing , Medical systems , Information theory

Research keywords (10)：画像解析 , データサイエンス , 人工知能 , セグメンテーション , パターン認識 , 特徴抽出 , Mathematical Morphology , Medical Image Processing , Bioimage informatics , 深層学習

Research theme for competitive and other funds (9)：

2022 - 2028 Advanced Bioimaging Support
2019 - 2022 高精度なメラノーマ構造パターン抽出技術に基づく皮膚がん診断支援システムの開発
2016 - 2021 先端バイオイメージング支援プラットフォーム
2018 - 2020 胸部単純X線診断画像における病変領域の顕著化と自動検出法の開発
2017 - 2020 細胞運動能を指標とした再生医療向け非侵襲的口腔粘膜上皮細胞評価システムの開発

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Papers (33)：

Kazusato Oikawa, Shino Goto-Yamada, Yasuko Hayashi, Daisuke Takahashi, Yoshitaka Kimori, Michitaro Shibata, Kohki Yoshimoto, Atsushi Takemiya, Maki Kondo, Kazumi Hikino, et al. Pexophagy suppresses ROS-induced damage in leaf cells under high-intensity light. Nature Communications. 2022. 13. 1. 1-17
Yoshitaka Kimori. A Morphological Image Preprocessing Method Based on the Geometrical Shape of Lesions to Improve the Lesion Recognition Performance of Convolutional Neural Networks. IEEE Access. 2022
Rei Nishimoto, Sandra Derouiche, Kei Eto, Aykut Deveci, Makiko Kashio, Yoshitaka Kimori, Yoshikazu Matsuoka, Hiroshi Morimatsu, Junichi Nabekura, Makoto Tominaga. Thermosensitive TRPV4 channels mediate temperature-dependent microglia movement. Proceedings of the National Academy of Sciences. 2021. 118. 17. e201289411
Junpei Takagi, Yoshitaka Kimori, Tomoo Shimada, Ikuko Hara-Nishimura. Dynamic Capture-and-Release of Endoplasmic Reticulum Exit Sites by Golgi Stacks in Arabidopsis. iScience. 2020. 23. 7. 101265-101265
Yoshitaka Kimori. A morphological image processing method to improve the visibility of pulmonary nodules on chest radiographic images. Biomedical Signal Processing and Control. 2020. 57. 101744

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MISC (8)：

木森義隆. Biological Image Processing in the Quantitative Age. 顕微鏡. 2015. 50. 1. 54-60
Ohya Yoshikazu, Yoshitaka Kimori. 3-2 Imaging Analysis of Saccharomyces cerevisiae. The Journal of the Institute of Television Engineers of Japan. 2013. 67. 9. 765-770
Eisaku Katayama, Yoshitaka Kimori, Norio Baba. Subpopulation of Intermediates in Actomyosin Crossbridge-Cycle During Sliding. BIOPHYSICAL JOURNAL. 2010. 98. 3. 143A-143A
Extraction of structural features of biological images and its evaluation by mathematical morphology. Microscopy. 2009. 44. 1. 41-46
KIMORI Yoshitaka, KATAYAMA Eisaku. A Novel Procedure to Analyze Micrographic Images Learned from Human Image-recognition Process. Biophysics. 2008. 48. 2. 125-130

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Books (2)：

Using image-based resources: databases for plant organelle dynamics, and applications based on image information, In Introduction to Sequence and Genome Analysis I
iConcept Press 2013
非線形画像・信号処理 (モルフォロジの基礎と応用)
丸善 2010

Lectures and oral presentations (25)：

深層学習を用いた画像認識:結果の解釈と認識精度向上のための画像処理技術
(ABiS Symposiumイメージングデータ解析が拓く生命科学の新時代 2022)
生物医学画像の情報処理,AI技術の展望
(文部科学省新学術領域研究 2018年度市民公開シンポジウム AIが変える医学の未来 (ミライ) - 人工知能と診断の交差点 - 2018)
Quantitative measurement of mobility of cell colony using image analysis methods for quality control of oral keratinocytes: A preliminary study
(5th Tissue Engineering and Regenerative Medicine International Society World Congress)
生物顕微鏡画像における形態情報の抽出とその数量的表現
(日本植物学会第82回大会 2018)
数理形態学を用いたバイオイメージ・インフォマティクス
(日本オペレーションズ・リサーチ学会「数理的発想とその実践」第1回研究集会 2018)

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Education (3)：

2003 - 2006 Kyushu Institute of Technology Major of Computer Science and Systems Engineering
2001 - 2003 九州工業大学大学院情報工学研究科情報科学専攻博士前期課程
1997 - 2001 Kyushu Institute of Technology

Professional career (1)：

PhD (Kyushu Institute of Technology)

Work history (8)：

2021/04 - 現在 Fukui University of Technology Faculty of Environmental and Information Sciences Department of Management and Information Sciences Professor
2018/04 - 2021/03 Fukui University of Technology Faculty of Environmental and Information Sciences, Department of Management and Information Sciences
2013/04 - 2018/03 自然科学研究機構基礎生物学研究所進化多様性生物学領域特任助教 (兼任)
2011/10 - 2018/03 National institutes of natural sciences Center for Novel Science Initiatives Specially appointed assistant professor
2010/04 - 2011/09 National institutes of natural sciences Center for Novel Science Initiatives

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Association Membership(s) (2)：

電子情報通信学会 , IEEE

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