Classification of Microscopic Hyperspectral Images of Cancerous Tissue Based on Deep Learning

Yong Zhang; Danfei Huang; Lechao Zhang; Lili Zhang; Yao Zhou; Hongyu Tang

doi:10.3788/LOP240755

Laser & Optoelectronics Progress, Volume. 61, Issue 18, 1817001(2024)

Classification of Microscopic Hyperspectral Images of Cancerous Tissue Based on Deep Learning

Yong Zhang^1,2, Danfei Huang^1,2、*, Lechao Zhang^1,2, Lili Zhang^1,2, Yao Zhou^1,2, and Hongyu Tang^1,2

Author Affiliations

¹School of Optoelectronic Engineering, Changchun University of Science and Technology, Changchun 130022, Jilin, China

²Zhongshan Institute, Changchun University of Science and Technology, Zhongshan 528400, Guangdong, China

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Yong Zhang, Danfei Huang, Lechao Zhang, Lili Zhang, Yao Zhou, Hongyu Tang. Classification of Microscopic Hyperspectral Images of Cancerous Tissue Based on Deep Learning[J]. Laser & Optoelectronics Progress, 2024, 61(18): 1817001

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Paper Information

Category: Medical Optics and Biotechnology

Received: Jan. 27, 2024

Accepted: Mar. 7, 2024

Published Online: Sep. 9, 2024

The Author Email: Danfei Huang (danfei_huang@163.com)

DOI:10.3788/LOP240755

CSTR:32186.14.LOP240755

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology