Domain-invariant interpretable fundus image quality assessment

    Medical Image Anal., pp. 1016542020.

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    Keywords:
    Domain adaptationFundus image quality assessmentInterpretabilityMulti-task learning

    Abstract:

    Objective and quantitative assessment of fundus image quality is essential for the diagnosis of retinal diseases. The major factors in fundus image quality assessment are image artifact, clarity, and field definition. Unfortunately, most of existing quality assessment methods focus on the quality of overall image, without interpretable qu...More

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