Prof. Takaya Ichimura Profile

Prof. Takaya Ichimura

at Saitama Medical Univ

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Author

Publications (3)

SPIE Journal Paper | 31 October 2022 Open Access

Hyperspectral imaging for tumor segmentation on pigmented skin lesions

Eleni Aloupogianni, Takaya Ichimura, Mei Hamada, Masahiro Ishikawa, Takuo Murakami, Atsushi Sasaki, Koichiro Nakamura, Naoki Kobayashi, Takashi Obi

JBO, Vol. 27, Issue 10, 106007, (October 2022) https://doi.org/10.1117/12.10.1117/1.JBO.27.10.106007

KEYWORDS: Tumors, Tissues, Skin, Image segmentation, Pathology, Data modeling, Tumor growth modeling, 3D modeling, Hyperspectral imaging, Convolution

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Effect of formalin fixing on chromophore saliency maps derived from multi-spectral macropathology skin images

Eleni Aloupogianni, Hiroyuki Suzuki, Takaya Ichimura, Atsushi Sasaki, Hiroto Yanagisawa, Tetsuya Tsuchida, Masahiro Ishikawa, Naoki Kobayashi, Takashi Obi

Proceedings Volume 11603, 116030W (2021) https://doi.org/10.1117/12.2581926

KEYWORDS: Skin, Chromophores, Tissues, Multispectral imaging, Hemodynamics, Absorption, Statistical analysis, RGB color model, Pathology, In vivo imaging

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SPIE Journal Paper | 17 October 2017 Open Access

Feature analysis of cell nuclear chromatin distribution in support of cervical cytology

Hideki Komagata, Takaya Ichimura, Yasuka Matsuta, Masahiro Ishikawa, Kazuma Shinoda, Naoki Kobayashi, Atsushi Sasaki

JMI, Vol. 4, Issue 04, 047501, (October 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.4.047501

KEYWORDS: Californium, Cell biology, Machine learning, Diagnostics, Cancer, Feature extraction, Feature selection, Matrices, Classification systems, Statistical modeling

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