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 Zhou1,2, Zhiyuan Sun1,2, Kezhou Li1,2, Jibao Lv1,2, Zhong Ji3, Zhen Yuan4, and Xueli Chen1,2,3、*
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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    References(28)

    [23] H. Hakimnejad, Z. Azimifar, M. S. Nazemi. Unsupervised photoacoustic tomography image reconstruction from limited-view unpaired data using an improved CycleGAN. 28th International Computer Conference, Computer Society of Iran (CSICC), 1-6(2023).

    [24] A. Vaswani, N. Shazeer, N. Parmar. Attention is all you need. Proceedings of the 31st International Conference on Neural Information Processing Systems, 6000-6010(2017).

    [25] M. Arjovsky, S. Chintala, L. Bottou. Wasserstein generative adversarial networks. International Conference on Machine Learning (ICML), 214-223(2017).

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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

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