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Satoshi Kondo
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Research field 【 display / non-display 】
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Informatics / Intelligent informatics
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Informatics / Life, health and medical informatics
Keywords for Research Field 【 display / non-display 】
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Medical Computer Vision
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Computer Vision
Research themes 【 display / non-display 】
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Video coding
1992.09 ~ 2003.04
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Computer vision
2003.04 ~ 2007.09
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Medical image processing / image recognition
2007.10 ~ 2023.04
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Computer vision
2015.12 ~ 2023.03
Research history 【 display / non-display 】
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Video coding
1992.09 ~ 2003.04
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Computer vision
2003.04 ~ 2007.09
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Medical image processing / Medical image recognition
2007.10 ~ 2021.09
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Image recognition
2015.12 ~ 2021.09
Graduate school・Graduate course, etc. 【 display / non-display 】
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Osaka Prefecture University
1992.03,Master's program,Graduate School, Division of Engineering,電気工学専攻,Completed,Japan
Graduate school・major, etc. 【 display / non-display 】
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Osaka Prefecture University
1990.03,Faculty of Engineering,電気工学科,Graduate,Japan
Career 【 display / non-display 】
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松下電器産業株式会社(現パナソニック株式会社)
1992.04.01 ~ 2013.12.31
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コニカミノルタ株式会社 部長
2014.01.01 ~ 2021.06.30
Please refer to the web page of our lab (https://sites.google.com/view/implab)
Purpose of Research
ホームページ参照ホームページ参照
Summary of Research
ホームページ参照ホームページ参照
Features / Benefits of Research
1.Point of research | 2.Research of novelty |
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3.Primacy of Technology | 4.Situation of patent-related |
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Books 【 display / non-display 】
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Computer-Aided Analysis of Gastrointestinal Videos
B. Jorge, H. Aymeric (編),Springer,2021.07,978-3-030-64339-3
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映像情報メディア工学大事典
映像情報メディア学会編,オーム社 (2010),2010,978-4274208690
Papers 【 display / non-display 】
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The ACROBAT 2022 Challenge: Automatic Registration Of Breast Cancer Tissue
P. Weitz, M. Valkonen, L. Solorzano, C. Carr, K. Kartasalo, C. Boissin, S. Koivukoski, A. Kuusela, D. Rasic, Y. Feng, S. S. Pouplier, A. Sharma, K. L. Eriksson, S. Robertson, C. Marzahl, C. D. Gatenbee, A. R. Anderson, M. Wodzinski, A. Jurgas, N. Marini, M. Atzori, H. Müller, D. Budelmann, N. Weiss, S. Heldmann, J. Lotz, J. M. Wolterink, B. D. Santi, A. Patil, A. Sethi, S. Kondo, S. Kasai, K. Hirasawa, M. Farrokh, N. Kumar, R. Greiner, L. Latonen, A. Laenkholm, J. Hartman, P. Ruusuvuori, M. Rantalainen,,Medical Image Analysis,vol.97,Article Number:103257,2024.10
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Enhancing Sika Deer Identification: Integrating CNN-Based Siamese Networks with SVM Classification
Sharma, Sandhya, Suresh Timilsina, Bishnu Prasad Gautam, Shinya Watanabe, Satoshi Kondo, Kazuhiko Sato,Electronics,vol.13,(11),Article Number:2067,2024.05
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Development of a Subtraction Processing Technology for Assistance in the Comparative Interpretation of Mammograms
Chiharu Kai, Satoshi Kondo, Tsunehiro Otsuka, Akifumi Yoshida, Ikumi Sato, Hitoshi Futamura, Naoki Kodama, Satoshi Kasai,Diagnostics,vol.14,(11),Article Number:1131,2024.05
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Domain generalization across tumor types, laboratories, and species - Insights from the 2022 edition of the Mitosis Domain Generalization Challenge
M. Aubreville, N. Stathonikos, T. A. Donovan, R. Klopfleisch, J. Ammeling, J. Ganz, F. Wilm, M. Veta, S. Jabari, M. Eckstein, J. Annuscheit, C. Krumnow, E. Bozaba, S. Çayır, H. Gu, X. ‘. Chen, M. Jahanifar, A. Shephard, S. Kondo, S. Kasai, S. Kotte, V. Saipradeep, M. W. Lafarge, V. H. Koelzer, Z. Wang, Y. Zhang, S. Yang, X. Wang, K. Breininger, C. A. Bertram ,Medical Image Analysis,vol.94,Article Number:103155,2024.05
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Spirometry test values can be estimated from a single chest radiograph
Akifumi Yoshida, Chiharu Kai, Hitoshi Futamura, Kunihiko Oochi, Satoshi Kondo, Ikumi Sato, Satoshi Kasai,Frontiers in Medicine,vol.11,2024.03
International conference proceedings 【 display / non-display 】
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Evaluation of subtraction processing for mammograms analyzed by breast density and thickness
Chiharu Kai, Satoshi Kondo, Tsunehiro Otsuka, Hitoshi Futamura, Satoshi Kasai,Proc. SPIE 13174, 17th International Workshop on Breast Imaging (IWBI 2024),2024.05
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Black-Box Unsupervised Domain Adaptation for Medical Image Segmentation
S. Kondo,Domain Adaptation and Representation Transfer. DART 2023. Lecture Notes in Computer Science,vol.14293,(p.22 ~ 30),2023.10
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Why is the winner the best ?
M. Eisenmann, A. Reinke, V. Weru, M. D. Tizabi, F. Isensee, T. J. Adler, S. Ali, V. Andrearczyk, M. Aubreville, U. Baid, S. Bakas, N. Balu, S. Bano, J. Bernal, S. Bodenstedt, A. Casella, V. Cheplygina, M. Daum, M. de Bruijne, A. Depeursinge, R. Dorent, J. Egger, D. G. Ellis, S. Engelhardt, M. Ganz, N. Ghatwary, G. Girard, P. Godau, A. Gupta, L. Hansen, K. Harada, M. P. Heinrich, N. Heller, A. Hering, A. Huaulmé, P. Jannin, A. E. Kavur, O. Kodym, M. Kozubek, J. Li, H. Li, J. Ma, C. Martín-Isla, B. Menze, A. Noble, V. Oreiller, N. Padoy, S. Pati, K. Payette, T. Rädsch, J. Rafael-Patiño, V. S. Bawa, S. Speidel, C. H. Sudre, K. van Wijnen, M. Wagner, D. Wei, A. Yamlahi, M. H. Yap, C. Yuan, M. Zenk, A. Zia, D. Zimmerer, D. B. Aydogan, B. Bhattarai, L. Bloch, R. Brüngel, J. Cho, C. Choi, Q. Dou, I. Ezhov, C. M. Friedrich, C. D. Fuller, R. R. Gaire, A. Galdran, Á. G. Faura, M. Grammatikopoulou, S. Hong, M. Jahanifar, I. Jang, A. Kadkhodamohammadi, I. Kang, F. Kofler, S. Kondo, H. Kuijf, M. Li, M. Luu, T. Martinčič, P. Morais, M. A. Naser, B. Oliveira, D. Owen, S. Pang, J. Park, S. Park, S. Plotka, E. Puybareau, N. Rajpoot, K. Ryu, N. Saeed, A. Shephard, P. Shi, D. Štepec, R. Subedi, G. Tochon, H. R. Torres, H. Urien, J. L. Vilaça, K. A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, B. Wiestler, M. Wodzinski, F. Xia, J. Xie, Z. Xiong, S. Yang, Y. Yang, Z. Zhao, K. Maier-Hein, P. F. Jäger, A. Kopp-Schneider, L. Maier-Hein,Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition,(p.19955 ~ 19966),2023.06,Vancouver, Canada
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Tackling Mitosis Domain Generalization in Histopathology Images with Color Normalization
S. Kondo, S. Kasai, K. Hirasawa,Mitosis Domain Generalization and Diabetic Retinopathy Analysis. MIDOG 2022, DRAC 2022,vol.13597,(p.217 ~ 220),Springer Nature Switzerland,2023.05
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Multi-source Domain Adaptation Using Gradient Reversal Layer for Mitotic Cell Detection
S. Kondo,Proceedings of Biomedical Image Registration, Domain Generalisation and Out-of-Distribution Analysis,2022.03
Editorial and Commentary 【 display / non-display 】
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Curation
Kondo Satoshi,The Journal of The Institute of Image Information and Television Engineers,vol.67,(8),(p.695 ~ 696),2013
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動画像に対する手振れ補正と超解像ズームの統合処理方式
近藤 敏志, 遠間 正真,Image lab,vol.21,(6),(p.66 ~ 70),2010.06
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手振れ補正と超解像ズームを統合した動画像処理方式 (特集 最新の画像復元・超解像技術)
近藤 敏志, 遠間 正真,O plus E,vol.32,(3),(p.298 ~ 302),2010.03
Research reports 【 display / non-display 】
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ZEAL: Surgical Skill Assessment with Zero-shot Tool Inference Using Unified Foundation Model
Satoshi Kondo,arXiv,Article Number:2407.02738,2024.07
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Generating Synthetic Computed Tomography for Radiotherapy: SynthRAD2023 Challenge Report
E. M. C. Huijben, M. L. Terpstra, A. J. Galapon, S. Pai, A. Thummerer, P. Koopmans, M. Afonso, M. van Eijnatten, O. Gurney-Champion, Z. Chen, Y. Zhang, K. Zheng, C. Li, H. Pang, C. Ye, R. Wang, T. Song, F. Fan, J. Qiu, Y. Huang, J. Ha, J. S. Park, A. Alain-Beaudoin, S. Bériault, P. Yu, H. Guo, Z. Huang, G. Li, X. Zhang, Y. Fan, H. Liu, B. Xin, A. Nicolson, L. Zhong, Z. Deng, G. Müller-Franzes, F. Khader, X. Li, Y. Zhang, C. Hémon, V. Boussot, Z. Zhang, L. Wang, L. Bai, S. Wang, D. Mus, B. Kooiman, C. A. H. Sargeant, E. G. A. Henderson, S. Kondo, S. Kasai, R. Karimzadeh, B. Ibragimov, T. Helfer, J. Dafflon, Z. Chen, E. Wang, Z. Perko, M. Maspero,arXiv,Article Number:2403.08447,2024.03
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SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge
D. Psychogyios, E. Colleoni, B. V. Amsterdam, C. Li, S. Huang, Y. Li, F. Jia, B. Zou, G. Wang, Y. Liu, M. Boels, J. Huo, R. Sparks, P. Dasgupta, A. Granados, S. Ourselin, M. Xu, A. Wang, Y. Wu, L. Bai, H. Ren, A. Yamada, Y. Harai, Y. Ishikawa, K. Hayashi, J. Simoens, P. DeBacker, F. Cisternino, G. Furnari, A. Mottrie, F. Ferraguti, S. Kondo, S. Kasai, K. Hirasawa, S. Kim, S. H. Lee, K. E. Lee, H. Kong, K. Fu, C. Li, S. An, S. Krell, S. Bodenstedt, N. Ayobi, A. Perez, S. Rodriguez, J. Puentes, P. Arbelaez, O. Mohareri, D. Stoyanov,arXiv,Article Number:2401.00496,2024.01
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Domain generalization across tumor types, laboratories, and species -- insights from the 2022 edition of the Mitosis Domain Generalization Challenge
M. Aubreville, N. Stathonikos, T. A. Donovan, R. Klopfleisch, J. Ganz, J. Ammeling, F. Wilm, M. Veta, S. Jabari, M. Eckstein, J. Annuscheit, C. Krumnow, E. Bozaba, S. Cayir, H. Gu, X. '. Chen, M. Jahanifar, A. Shephard, S. Kondo, S. Kasai, S. Kotte, V. Saipradeep, M. W. Lafarge, V. H. Koelzer, Z. Wang, Y. Zhang, S. Yang, X. Wang, K. Breininger, C. A. Bertram,arXiv,Article Number:2309.15589,2023.09
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Synthesizing 3D computed tomography from MRI or CBCT using 2.5D deep neural networks
S. Kondo, S. Kasai, K. Hirasawa,arXiv:2308.13553,2023.08
Presentaion at conference, meeting, etc. 【 display / non-display 】
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ラベルありCT画像を活用したラベルなしMRI画像の肩甲骨部抽出
堤彩花,戸田創,近藤敏志,電子情報通信学会 画像工学研究会,電子情報通信学会 画像工学研究会,2024.02.20
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画像診断 AI の開発におけるデータセット構築コスト削減の取り組み
近藤敏志,第27回遠隔医療学会学術大会,第27回遠隔医療学会学術大会予稿集,2023.11.11
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マンモグラムの左右比較手法の検討
坂井凛香, 福島祥之, 甲斐千遥, 大塚恒博, 二村仁, 笠井聡, 近藤敏志 ,画像の認識・理解シンポジウムMIRU2023,画像の認識・理解シンポジウムMIRU2023予稿集,2023.07.26
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Black-Box Unsupervised Domain Adaptation for Medical Image Segmentation
S. Kondo ,画像の認識・理解シンポジウムMIRU2023,画像の認識・理解シンポジウムMIRU2023予稿集,2023.07.26
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Screening and case analysis of chest X-ray images using deep learning techniques
福島祥之,近藤敏志(室蘭工業大学),大地邦彦,小林祐貴(京都工場保健会),吉田皓文,笠井聡(新潟医 療福祉大学),生体画像と医用人工知能研究会 第5回若手発表会,日本生体医工学会,生体画像と医用人工知能研究会 第5回若手発表会 プログラム・抄録集,(p.7-7),2023.03.15
Class subject in charge 【 display / non-display 】
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データベース(特設クラス)
2024,Department
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基盤情報学演習
2024,Department
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学外インターンシップ(短期)(共創情報学)
2024,Master's program
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学内インターンシップ(共創情報学)
2024,Master's program
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学外インターンシップ(長期)(共創情報学)
2024,Master's program