Dr. Kanako Kunishima Kumamaru Profile

Dr. Kanako Kunishima Kumamaru

at Juntendo Univ

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Author

Publications (3)

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

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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Proceedings Article | 16 March 2020 Paper

Investigation of the accuracy of classifying coronary artery disease severity using machine learning with subdomain analysis of fractional flow reserve diagnosis in patients

Alexander Podgorsak, Kelsey Sommer, Vijay Iyer, Michael Wilson, Frank Rybicki, Dimitrios Mitsouras, Umesh Sharma, Kanako Kumamaru, Erin Angel, Ciprian Ionita

Proceedings Volume 11314, 113144D (2020) https://doi.org/10.1117/12.2549698

KEYWORDS: Arteries, Computer aided design, Machine learning, Content addressable memory, Hemodynamics, Computer aided diagnosis and therapy, Visualization, Angiography, Lung, Calcium

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Proceedings Article | 15 March 2019 Paper

Comparison of benchtop pressure gradient measurements in 3D printed patient specific cardiac phantoms with CT-FFR and computational fluid dynamic simulations

Kelsey Sommer, Lauren Shepard, Vijay Iyer, Erin Angel, Michael Wilson, Frank Rybicki, Dimitrios Mitsouras, Kanako Kunishima Kumamaru, Stephen Rudin, Ciprian Ionita

Proceedings Volume 10953, 109531P (2019) https://doi.org/10.1117/12.2512118

KEYWORDS: 3D modeling, Arteries, 3D metrology, Computational fluid dynamics, Computed tomography, Gold, Computer simulations, 3D printing, 3D imaging standards, Angiography

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