Yuta Kochi

Yuta Kochi

R&D Engineer

Tech Blogs

Doujinshi 1

  • [2020] Ikeda, A., Kochi, Y., Nosato, H., Kojima, T., Sakanashi, H., Murakawa, M., & Nishiyama, H. (2020). Are urologists superior to artificial intelligence in cystoscopy-based diagnosis?. European Urology Open Science, 19, e1016.
    machine-learningcomputer-vision
  • [2021] Ikeda, A., Kochi, Y., Nosato, H., Negoro, H., Sakanashi, H., Murakawa, M., & Nishiyama, H. (2021). Is real-time detection based on probability map of bladder tumor possible in clinic cystoscopy using deep learning?. European Urology, 79, S1756.
    machine-learningcomputer-vision
  • [2021] Ikeda, A., Nosato, H., Kochi, Y., Negoro, H., Kojima, T., Sakanashi, H., ... & Nishiyama, H. (2021). Cystoscopic imaging for bladder cancer detection based on stepwise organic transfer learning with a pretrained convolutional neural network. Journal of Endourology, 35(7), 1030-1035.
    machine-learningcomputer-vision
  • [2019] Ikeda, A., Nosato, H., Kojima, T., Kawai, K., Kochi, Y., Sakanashi, H., ... & Nishiyama, H. (2019). Stepwise transfer learning in convolutional neural networks for the cystoscopic diagnosis of bladder cancer using gastroscopic images. European Urology Supplements, 18(1), e228.
    machine-learningcomputer-vision
  • [2020] Ikeda, A., Nosato, H., Kochi, Y., Kojima, T., Kawai, K., Sakanashi, H., ... & Nishiyama, H. (2020). Support system of cystoscopic diagnosis for bladder cancer based on artificial intelligence. Journal of endourology, 34(3), 352-358.
    machine-learningcomputer-vision
  • [2019] 河内祐太, 野里博和, 村川正宏, & 坂無英徳. (2019). 深層畳み込みニューラルネットを用いた内視鏡画像診断支援における混合ドメイン学習. 電子情報通信学会技術研究報告; 信学技報, 119(193), 135-138.
    machine-learningcomputer-vision
  • [2018] 野里博和, 河内祐太, 村川正宏, 坂無英徳, 池田篤史, 多田智裕, & 西山博之. (2018). 胃内視鏡診断の知識を転移させた深層畳み込みニューラルネットワークによる膀胱内視鏡診断支援. 電子情報通信学会技術研究報告; 信学技報, 118(286), 83-88.
    machine-learningcomputer-vision
  • [2019] 野里博和, 近藤堅司, 河内祐太, 坂無英徳, 村川正宏, 小澤順, ... & 木村浩彦. (2019). 胸部 X 線右肺底領域における肺血管正常モデルに基づく病変検出. In 人工知能学会全国大会論文集 第 33 回 (2019) (pp. 1H4J1302-1H4J1302). 一般社団法人 人工知能学会.
    machine-learningcomputer-vision

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