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Dual-energy phase retrieval algorithm for inline phase sensitive x-ray imaging system.

Muhammad U Ghani, Aimin Yan, Laurie L Fajardo

    Optics Express
    |October 7, 2021
    PubMed
    Summary
    This summary is machine-generated.

    This study introduces a novel iterative method for simultaneous x-ray absorption and phase retrieval from a single exposure. The technique enhances contrast-to-noise ratios in quantitative phase contrast imaging.

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    Area of Science:

    • Medical Imaging
    • Physics
    • Materials Science

    Background:

    • Quantitative x-ray phase contrast imaging relies heavily on accurate phase retrieval.
    • Existing methods often require multiple exposures or complex setups.
    • Photon-counting detectors offer spectral information that can be leveraged.

    Purpose of the Study:

    • To develop and validate an iterative method for simultaneous retrieval of x-ray absorption and phase images from a single exposure.
    • To utilize the energy-resolving capability of photon-counting detectors for enhanced phase retrieval.
    • To improve contrast-to-noise ratios in quantitative x-ray phase contrast imaging.

    Main Methods:

    • An iterative retrieval method was developed, utilizing spectrally resolved phase contrast images from a single x-ray exposure.
    • The method separates contributions from photoelectric absorption and Compton scattering to attenuation.
    • The Phase Attenuation Duality (PAD) algorithm and Fresnel propagation were employed for iterative reconstruction.

    Main Results:

    • The iterative method successfully retrieved both absorption and phase images simultaneously from a single x-ray exposure.
    • Experimental validation with a multi-material phantom demonstrated the method's speed, accuracy, and robustness to noise.
    • Significant enhancement in contrast-to-noise ratios was observed in the retrieved images.

    Conclusions:

    • The proposed iterative method offers a fast, accurate, and robust solution for simultaneous x-ray absorption and phase retrieval.
    • Leveraging spectrally resolved data from photon-counting detectors significantly improves quantitative phase contrast imaging.
    • This approach provides enhanced contrast-to-noise ratios, advancing the capabilities of x-ray imaging techniques.