Publications

  1. Mitsuru Sato, Chihiro Tsuchida, Zen Hayama, Yohan Kondo, Masashi Okamoto, Toshihiro Ogura, Hiromitsu Daisaki. Contactless Operation System Development for Radiographic Consoles using a Motion Controller to Prevent Unknown Viruses: Proof of Concept. Medical Imaging and Information Sciences 41(1):15-21, Mar 2024. (full text)
  2. Haruyuki Watanabe, Hironori Fukuda, Yuina Ezawa, Eri Matsuyama, Yohan Kondo, Norio Hayashi, Toshihiro Ogura, Masayuki Shimosegawa. Automated angular measurement for puncture angle using a computer-aided method in ultrasound-guided peripheral insertion. Phys Eng Sci Med. Feb 2024. (PubMed, full text)
  3. Norimitsu Shinohara, Yohan Kondo. Performance evaluation of pocket echo using an ultrasonic accuracy control phantom. Acta IMEKO 12(4): article 43, Dec 2023. (full_text)
  4. 近藤世範．Scikit-learnによる機械学習関連の統計値・評価値の算出．日本放射線技術学会雑誌 79(12):1387-1394, Dec 2023. (full text)
  5. 近藤世範．第3編第4章6-3) X線CT画像を対象としたCAD．寺本 篤司 (編), 藤田 広志 (編)，新・医用放射線科学講座 医療画像情報工学，第2版，医歯薬出版，東京，pp.157-160，Nov 2023. (医歯薬出版，Amazon）
  6. 近藤世範．5章 B. 情報理論，F. 3次元画像処理など．杜下淳次(編)，医用画像情報学 (診療放射線技術選書)，第5版，南山堂，東京，pp.186-204, pp.240-255，Oct 2023. (南山堂，Amazon)
  7. 宮澤幸太郎, 近藤世範, 能登義幸, 酒井健一, 高橋直也, 笹本龍太. DCNNによる腹部CT冠状断面画像における外傷性出血有無の自動分類. 医用画像情報学会雑誌 40(3):56-60, Sep 2023. (full text)
  8. Tatsuya Kondo, Manami Umezu, Yohan Kondo, Mitsuru Sato, Tsutomu Kanazawa, Yoshiyuki Noto. Development of a new body weight estimation method using head CT scout images. Journal of X-Ray Science and Technology 31(5):1079-1091, Sep 2023. (PubMed, full text)
  9. 泉田貴美子, 近藤世範, 田村愛, 小山諭, 横野知江, 坂上百重, Abeywickrama Hansani Madushika, 内山美枝子. 画像解析による抗がん剤脱毛頭皮の形態構造の検証. 北関東医学 73(3):191-198, Aug 2023. (full text)
  10. Shu Onodera, Yohan Kondo, Shoko Ishikawa, Tomoyoshi Kawabata, Hiroki Ishii. Usefulness of copper filters in digital chest radiography based on the relationship between effective detective quantum efficiency and deep learning-based segmentation accuracy of the tumor area. Radiol Phys Technol 16(2):299-309, Jun 2023. (PubMed, full text）
  11. Haruyuki Watanabe, Saeko Hayashi, Yohan Kondo, Eri Matsuyama, Norio Hayashi, Toshihiro Ogura, Masayuki Shimosegawa. Quality control system for mammographic breast positioning using deep learning. Scientific Reports 13(1):7066, May 2023. (PubMed, full text)
  12. 近藤世範．画像診断用人工知能─コンピュータ支援診断（CAD）．別冊医学のあゆみバイオインフォマティクスの世界（奥田修二郎(編)）．pp.66-71．医歯薬出版，March 2023. (医歯薬出版，Amazon)
  13. Yusuke Nakayama, Mitsuru Sato, Masashi Okamoto, Yohan Kondo, Manami Tamura, Yasuko Minagawa, Mieko Uchiyama, Yosuke Horii. Deep learning-based classification of adequate sonographic images for self-diagnosing deep vein thrombosis. PLoS ONE 18(3):e0282747, 6 March 2023. (PubMed, full text)
  14. 佐藤 充, 小倉敏裕, 近藤世範, 成田瑞生, 梅室愛華, 中山智美, 中澤綾乃. 複合現実装置を用いたモニタ上に表示されたCT colonography画像を識別するアプリケーションの開発；初期検討. 日本消化管CT技術学会誌 21:25-33, March 2023.
  15. 佐藤 充, 小倉敏裕, 近藤世範, 成田瑞生, 梅室愛華, 中山智美, 中澤綾乃. Ensemble学習によるVirtual endoscopy及びMulti-planar reconstructionのFusion画像の体位推定手法の開発. 日本消化管CT技術学会誌 21:17-24, March 2023.
  16. 佐藤 充, 小倉敏裕, 近藤世範, 成田瑞生, 梅室愛華, 中山智美, 中澤綾乃. 大腸Computed tomographyの画像種類を識別する深層学習モデルの開発. 日本消化管CT技術学会誌 21:11-16, March 2023.
  17. 佐藤 充, 小倉敏裕, 近藤世範, 成田瑞生, 梅室愛華, 中山智美, 中澤綾乃. CT colonographyの体位を識別する深層学習モデルの開発. 日本消化管CT技術学会誌 21:3-10, March 2023.
  18. 近藤世範, 佐藤充, 岡本昌士, 高橋直也. 生前／死後CT画像の胸椎形状特徴を生体指紋とした個人識別法の開発. RadFan 21(3):28-31, 28 Feb 2023.
  19. Mitsuru Sato, Yohan Kondo, Masashi Okamoto, Naoya Takahashi. Development of individual identification method using thoracic vertebral features as biometric fingerprints. Scientific Reports 12(1):16274, 29 Sept 2022. (PubMed, full text)
  20. Yuki Sasaki, Yohan Kondo, Tadashi Aoki, Naoya Koizumi, Toshiro Ozaki, Hiroshi Seki. Use of deep learning to predict postoperative recurrence of lung adenocarcinoma from preoperative CT. International Journal of Computer Assisted Radiology and Surgery 17(9):1651-1661, Sep 2022. (Best Paper Award 3rd Prize) (PubMed, full text)
  21. Mitsuru Sato, Yohan Kondo, Masashi Okamoto. Development of a computer-aided quality assurance support system for identifying hand X-ray image directions using the deep convolutional neural network. Radiological Physics and Technology 15(4):358-366, 24 August 2022. (PubMed, full text)
  22. Mitsuru Sato, Yohan Kondo, Noriyuki Takahashi, Tomomi Ohmura, Naoya Takahashi. Development of an automatic multiplanar reconstruction processing method for head computed tomography. Journal of X-Ray Science and Technology 30(4):777-788, 24 August 2022. (PubMed, full text)
  23. Mika Yamamuro, Yoshiyuki Asai, Naomi Hashimoto, Nao Yasuda, Hiroto Kimura, Takahiro Yamada, Mitsutaka Nemoto, Yuichi Kimura, Hisashi Handa, Hisashi Yoshida, Koji Abe, Masahiro Tada, Hitoshi Habe, Takashi Nagaoka, Seiun Nin, Kazunari Ishii, and Yongbum Lee. Robustness of a U-net model for different image processing types in segmentation of the mammary gland region. Proc. SPIE 12286, 16th International Workshop on Breast Imaging (IWBI2022), 122860T, 13 July 2022. (full text)
  24. Mika Yamamuro, Yoshiyuki Asai, Naomi Hashimoto, Nao Yasuda, Takahiro Yamada, Mitsutaka Nemoto, Yuichi Kimura, Hisashi Handa, Hisashi Yoshida, Koji, Abe, Masahiro Tada, Hitoshi Habe, Takashi Nagaoka, Seiun Nin, Kazunari Ishii, Yohan Kondo. Utility of a U-Net for the objective segmentation of the mammary gland region on clinical digital mammograms. Biomedical Physics & Engineering Express 8(4):045016, 30 June 2022. (PubMed, full text)
  25. Yasuhito Yahara, Manami Tamura, Shoji Seki, Yohan Kondo, Hiroto Makino, Kenta Watanabe, Katsuhiko Kamei, Hayato Futakawa, Yoshiharu Kawaguchi. A deep convolutional neural network to predict the curve progression of adolescent idiopathic scoliosis: a pilot study. BMC Musculoskeletal Disorders 23(1):610, 24 June 2022. (PubMed, full text)
  26. Mitsuru Sato, Mizuki Narita, Naoya Takahashi, Yohan Kondo, Masashi Okamoto, and Toshihiro Ogura. Development of a contactless operation system for radiographic consoles using an eye tracker for severe acute respiratory syndrome coronavirus 2 infection control: a feasibility study. Acta IMEKO 11(2):article 38, June 2022. (full text)
  27. Shu Onodera, Yongbum Lee, Tomoyoshi Kawabata. Dose reduction potential in dual-energy subtraction chest radiography based on the relationship between spatial-resolution property and segmentation accuracy of the tumor area. Acta IMEKO 11(2):article 28, June 2022. (full text)
  28. 近藤世範. 【バイオインフォマティクスの世界】11：画像診断用人工知能 −コンピュータ支援診断(CAD). 医学のあゆみ 281(12):1173-1178, 18 June 2022. (contents)
  29. Akifumi Yoshida, Yohan Kondo, Norihiko Yoshimura, Tatsuya Kuramoto, Akira Hasegawa, Tsutomu Kanazawa. U-Net-based image segmentation of the whole heart and four chambers in pediatric X-ray computed tomography. Radiological Physics and Technology 15(2):156-169, 7 June 2022. (PubMed, full text)
  30. 光武 秀悦, 渡部 晴之, 坂口 彩, 内山 喜代志, 李 鎔範, 林 則夫, 下瀬川 正幸, 小倉 敏裕. 深層学習を用いた頭部単純X線画像における撮影精度の評価. 日本放射線技術学会雑誌 78(1):23-32, 2022. (PubMed, full text)

Until 2021