Multitask learning-powered large-volume, rapid photoacoustic microscopy with non-diffracting beams excitation and sparse sampling

Wangting Zhou; Zhiyuan Sun; Kezhou Li; Jibao Lv; Zhong Ji; Zhen Yuan; Xueli Chen

doi:10.1364/PRJ.544960

Photonics Research, Volume. 13, Issue 2, 488(2025)

Multitask learning-powered large-volume, rapid photoacoustic microscopy with non-diffracting beams excitation and sparse sampling

Wangting Zhou^1,2, Zhiyuan Sun^1,2, Kezhou Li^1,2, Jibao Lv^1,2, Zhong Ji³, Zhen Yuan⁴, and Xueli Chen^1,2,3、*

Author Affiliations

¹Center for Biomedical-Photonics and Molecular Imaging, Advanced Diagnostic-Therapy Technology and Equipment Key Laboratory of Higher Education Institutions in Shaanxi Province, School of Life Science and Technology, Xidian University, Xi’an 710126, China

²Engineering Research Center of Molecular and Neuro Imaging, Ministry of Education & Xi’an Key Laboratory of Intelligent Sensing and Regulation of Trans-Scale Life Information, School of Life Science and Technology, Xidian University, Xi’an 710126, China

³Innovation Center for Advanced Medical Imaging and Intelligent Medicine, Guangzhou Institute of Technology, Xidian University, Guangzhou 510555, China

⁴Faculty of Health Sciences, University of Macau, Macao 999078, China

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Wangting Zhou, Zhiyuan Sun, Kezhou Li, Jibao Lv, Zhong Ji, Zhen Yuan, Xueli Chen, "Multitask learning-powered large-volume, rapid photoacoustic microscopy with non-diffracting beams excitation and sparse sampling," Photonics Res. 13, 488 (2025)

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Paper Information

Category: Image Processing and Image Analysis

Received: Oct. 17, 2024

Accepted: Dec. 4, 2024

Published Online: Feb. 10, 2025

The Author Email: Xueli Chen (xlchen@xidian.edu.cn)

DOI:10.1364/PRJ.544960

Topics

laser devices and laser physics

Lasers and Laser Optics

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laser manufacturing

Instrumentation, Measurement and Metrology