Dr. Masashi Misawa Profile

Dr. Masashi Misawa

at Showa Univ Northern Yokohama Hospital

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Publications (3)

Proceedings Article | 16 March 2020 Paper

Visualising decision-reasoning regions in computer-aided pathological pattern diagnosis of endoscytoscopic images based on CNN weights analysis

Hayato Itoh, Zhongyang Lu, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori

Proc. SPIE. 11314, Medical Imaging 2020: Computer-Aided Diagnosis

KEYWORDS: Visual analytics, Data modeling, Visualization, Medical research, Feature extraction, Image filtering, Image classification, Convolution, Solid modeling, RGB color model

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Proceedings Article | 13 March 2019 Presentation + Paper

Polyp-size classification with RGB-D features for colonoscopy

Hayato Itoh, Holger Roth, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori

Proc. SPIE. 10950, Medical Imaging 2019: Computer-Aided Diagnosis

KEYWORDS: Video, Medical research, Feature extraction, Machine learning, Image classification, Convolution, Colon, Information science

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Proceedings Article | 27 February 2018 Presentation + Paper

Cascade classification of endocytoscopic images of colorectal lesions for automated pathological diagnosis

Hayato Itoh, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori

Proc. SPIE. 10575, Medical Imaging 2018: Computer-Aided Diagnosis

KEYWORDS: Endoscopy, Cancer, Convolutional neural networks, Feature extraction, Endoscopes, Biopsy, Colorectal cancer, Image classification, Astatine, Information science

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