Prof. Masahiro Jinzaki Profile

Prof. Masahiro Jinzaki

at Keio Univ

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Publications (2)

Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Extremely imbalanced subarachnoid hemorrhage detection based on DenseNet-LSTM network with class-balanced loss and transfer learning

Masahiro Hashimoto, Takeyuki Watadani, Osamu Abe, Masahiro Jinzaki, Kensaku Mori, Hayato Itoh, Zhongyang Lu, Masahiro Oda, Yuichiro Hayashi, Tao Hu

Proceedings Volume 11597, 115971Z (2021) https://doi.org/10.1117/12.2582088

KEYWORDS: Data modeling, Performance modeling, Computed tomography

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Proceedings Article | 16 March 2020 Paper

Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset

Yuichiro Hayashi, Masahiro Oda, Kensaku Mori, Chen Shen, Holger Roth, Kazunari Misawa, Masahiro Jinzaki, Masahiro Hashimoto, Kanako Kumamaru, Shigeki Aoki

Proceedings Volume 11314, 113143V (2020) https://doi.org/10.1117/12.2551022

KEYWORDS: 3D modeling, Image segmentation, Computed tomography, Stomach, Data modeling, Medical imaging, Arteries, Veins, Liver

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