Convolutional neural network classification of ultrasound images by liver fibrosis stages based on echo-envelope statistics von Hirata, Shinnosuke, Isshiki, Akiho, Tai, Dar-In, Tsui, Po-Hsiang, Yoshida, Kenji, Yamaguchi, Tadashi

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Comparison of deep learning algorithms for quantitative diagnosis of fatty liver using multidimensional-moments heatmaps von Isshiki, Akiho, Okazaki, Daisuke, Fujiwara, KIsako, Kondo, Takayuki, Yoshida, Kenji, Yamaguchi, Tadashi, Hirata, Shinnosuke

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Convolutional neural network classification of ultrasound parametric images based on echo-envelope statistics for the quantitative diagnosis of liver steatosis von Isshiki, Akiho, Fujiwara, Kisako, Kondo, Takayuki, Yoshida, Kenji, Yamaguchi, Tadashi, Hirata, Shinnosuke

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3J2-5 Basic study about quantitative diagnosis of fatty liver by CNN classification of multidimensional moment heatmaps von Isshiki, Akiho, Fujiwara, Kisako, Kondo, Takayuki, Yoshida, Kenji, Yamaguchi, Tadashi, Hirata, Shinnosuke

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2Pb5-3 Effect of amplitude-envelope statistics of ultrasonic image on CNN classification of liver fibrosis stages von Isshiki, Akiho, Tai, Dar-In, Tsui, Po-Hsiang, Yoshida, Kenji, Yamaguchi, Tadashi, Hirata, Shinnosuke

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3Pb5-11 Effect of amplitude-envelope statistics of each region of interest on CNN classification of liver fibrosis stages of ultrasonic B-mode images von Isshiki, Akiho, Ujihara, Yuki, Tai, Dar-In, Tsui, Po-Hsiang, Yoshida, Kenji, Yamaguchi, Tadashi, Hirata, Shinnosuke

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