論文

• Kobayashi M., Ishioka J., Matsuoka Y., Fukuda Y., Kohno Y., Kawano K., Morimoto S., Muta R., Fujiwara M., Kawamura N., Okuno T., Yoshida S., Yokoyama M., Suda R., Saiki R., Suzuki K., Kumazawa I., Fujii Y.. Computer-aided diagnosis with a convolutional neural network algorithm for automated detection of urinary tract stones on plain X-ray, BMC Urology, Vol. 21, Aug. 2021.

国際会議発表 (査読なし・不明)

• Itsuo kumazawa, Kousei Kudo, Rumi Suda, Ryo Akimoto, Jyunichiro Ishioka, Yoh Matsuoka, Masataka Kobayashi, Motohiro Fujiwara, Yasuhisa Fujii. Evaluation of deep learning techniques for detecting lesion areas in MRI and X ray images, The 14th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2019), Proceedings of The 14th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2019), Nov. 2019.
• Itsuo kumazawa, Kousei Kudo, Rumi Suda, Ryo Akimoto, Jyunichiro Ishioka, Yoh Matsuoka, Masataka Kobayashi, Motohiro Fujiwara, Yasuhisa Fujii. Deep learning techniques and their application to MRI and X ray image recognition, The 4th International Symposium on Biomedical Engineering (ISBE2019), Proceedings of The 4th International Symposium on Biomedical Engineering (ISBE2019), Nov. 2019.

国内会議発表 (査読なし・不明)

• 須田るみ, 熊澤逸夫, 石岡淳一郎, 小林正貴, 藤原基裕, 藤井 靖久. PSPNetを使用したX線画像からの尿路結石検出, 映像情報メディア学会年次大会, Aug. 2019.

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