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Synthetic laparoscopic video generation for machine learning-based surgical instrument segmentation from real laparoscopic video and virtual surgical instruments

Takuya Ozawa, Yuichiro Hayashi, Hirohisa Oda, Masahiro Oda, Takayuki Kitasaka, Nobuyoshi Takeshita, Masaaki Ito, Kensaku Mori. Synthetic laparoscopic video generation for machine learning-based surgical instrument segmentation from real laparoscopic video and virtual surgical instruments. CMBBE: Imaging & Visualization, 9(3):225-232, 2021. [doi]

Authors

Takuya Ozawa

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Yuichiro Hayashi

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Hirohisa Oda

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Masahiro Oda

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Takayuki Kitasaka

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Nobuyoshi Takeshita

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Masaaki Ito

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Kensaku Mori

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