Mr. Atsushi Yaguchi Profile

Atsushi Yaguchi

at Toshiba Corp

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Publications (2)

Proceedings Article | 13 March 2019 Paper

3D fully convolutional network-based segmentation of lung nodules in CT images with a clinically inspired data synthesis method

Atsushi Yaguchi, Kota Aoyagi, Akiyuki Tanizawa, Yoshiharu Ohno

Proceedings Volume 10950, 109503G (2019) https://doi.org/10.1117/12.2511438

KEYWORDS: Machine learning, Computer aided diagnosis and therapy, Convolutional neural networks, Medical image processing, Image segmentation, Lung, Computed tomography, 3D image processing, Lung cancer, 3D metrology, Chest

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Proceedings Article | 20 March 2015 Paper

Semi-automated segmentation of solid and GGO nodules in lung CT images using vessel-likelihood derived from local foreground structure

Atsushi Yaguchi, Tomoya Okazaki, Tomoyuki Takeguchi, Sumiaki Matsumoto, Yoshiharu Ohno, Kota Aoyagi, Hitoshi Yamagata

Proceedings Volume 9414, 94142S (2015) https://doi.org/10.1117/12.2080928

KEYWORDS: Image segmentation, Solids, Lung, Computed tomography, Lung cancer, Chest, Glasses, Opacity, Medical research, Medicine

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