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Journal of Innovative Optical Health Sciences, Volume. 18, Issue 1, 2450019(2025)

Streamlined photoacoustic image processing with foundation models: A training-free solution

Handi Deng1,2,3、§, Yucheng Zhou4、§, Jiaxuan Xiang5, Liujie Gu1,2,3, Yan Luo1, Hai Feng6, Mingyuan Liu6、*, and Cheng Ma1,2,3、**
Author Affiliations
  • 1Beijing National Research Center for Information Science and Technology, Department of Electronic Engineering, Tsinghua University 30 Shuangqing Road, Haidian, Beijing 100084, P. R. China
  • 2Institute for Precision Healthcare, Tsinghua University, 77 Shuangqing Road, Haidian, Beijing 100084, P. R. China
  • 3Institute for Intelligent Healthcare, Tsinghua University, 77 Shuangqing Road, Haidian, Beijing 100084, P. R. China
  • 4School of Biological Science and Medical Engineering, Beihang University, 37 XueYuan Road, Haidian, Beijing 100191, P. R. China
  • 5TsingPAI Technology Co., Ltd., 27 Jiancaicheng Middle Road, Haidian, Beijing 100096, P. R. China
  • 6Department of Vascular Surgery, Beijing Friendship Hospital, Capital Medical University, 95 Yongan Road, Haidian, Beijing 100050, P. R. China
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    Handi Deng, Yucheng Zhou, Jiaxuan Xiang, Liujie Gu, Yan Luo, Hai Feng, Mingyuan Liu, Cheng Ma. Streamlined photoacoustic image processing with foundation models: A training-free solution[J]. Journal of Innovative Optical Health Sciences, 2025, 18(1): 2450019

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    Paper Information

    Category: Research Articles

    Received: Apr. 15, 2024

    Accepted: Jul. 9, 2024

    Published Online: Feb. 21, 2025

    The Author Email: Liu Mingyuan (dr.mingyuanliu@pku.edu.cn), Ma Cheng (cheng_ma@tsinghua.edu.cn)

    DOI:10.1142/S1793545824500196

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology