Dr. Shingo Mabu Profile

Dr. Shingo Mabu

Associate Professor at Yamaguchi Univ

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Author

Publications (4)

Proceedings Article | 27 March 2019 Paper

Analysis of the effects of transfer learning on opacity classification of diffuse lung diseases using convolutional neural network

Ami Atsumo, Shingo Mabu, Shoji Kido, Yasushi Hirano, Takashi Kuremoto

Proceedings Volume 11050, 1105017 (2019) https://doi.org/10.1117/12.2521229

KEYWORDS: Opacity, Lung, Convolutional neural networks, Computer aided diagnosis and therapy, Analytical research, Medical imaging, Machine learning, Data modeling, Image classification, Scientific research

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Proceedings Article | 27 March 2019 Paper

Unsupervised and semi-supervised learning for efficient opacity annotation of diffuse lung diseases

Shingo Mabu, Shoji Kido, Yasushi Hirano, Takashi Kuremoto

Proceedings Volume 11050, 110501D (2019) https://doi.org/10.1117/12.2519929

KEYWORDS: Opacity, Machine learning, Lung, Feature extraction, Computer aided diagnosis and therapy, Computed tomography, Image classification, Emphysema, Medical imaging, Diagnostics

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Proceedings Article | 27 March 2019 Paper

Detection of pulmonary nodules on chest x-ray images using R-CNN

R. Takemiya, S. Kido, Y. Hirano, S. Mabu

Proceedings Volume 11050, 110500W (2019) https://doi.org/10.1117/12.2521652

KEYWORDS: Chest imaging, Opacity, Computer aided diagnosis and therapy, Convolutional neural networks, Neural networks, Lung cancer, Standards development, Databases, X-ray technology, X-ray imaging

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Proceedings Article | 27 February 2018 Paper

Opacity annotation of diffuse lung diseases using deep convolutional neural network with multi-channel information

Shingo Mabu, Shoji Kido, Noriaki Hashimoto, Yasushi Hirano, Takashi Kuremoto

Proceedings Volume 10575, 1057534 (2018) https://doi.org/10.1117/12.2293422

KEYWORDS: Opacity, Lung, Computed tomography, Emphysema, Convolutional neural networks, Image classification, Image filtering, Computer aided diagnosis and therapy, Feature extraction

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