Laser & Optoelectronics Progress, Volume. 59, Issue 6, 0617018(2022)

Inversion Algorithm for Optical Properties of Double-Layer Tissue Based on Convolutional Neural Network

Rui Bao, Qingwen Liu*, Yuanyuan Liu, and Zuyuan He
Author Affiliations
  • State Key Laboratory of Advanced Optical Communication Systems and Networks, Shanghai Jiao Tong University, Shanghai 200240, China
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    Figures & Tables(5)
    Space-time diffuse reflectance signal measurement scheme for double-layer skin tissue
    Variation curves of diffuse reflection signal with time at each spatial detection position.(a)-(j)Simulation results at SDS of 0.1,0.2,0.3,…,1.0 cm,respectively
    Convolutional neural network inversion model
    Training and testing of convolutional neural network inversion model
    Inversion results of optical properties of double-layer tissue (μa1, μa2, and μs)
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    Rui Bao, Qingwen Liu, Yuanyuan Liu, Zuyuan He. Inversion Algorithm for Optical Properties of Double-Layer Tissue Based on Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2022, 59(6): 0617018

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    Paper Information

    Category: Medical Optics and Biotechnology

    Received: Dec. 15, 2021

    Accepted: Jan. 11, 2022

    Published Online: Mar. 8, 2022

    The Author Email: Qingwen Liu (liuqingwen@sjtu.edu.cn)

    DOI:10.3788/LOP202259.0617018

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