A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification

    Yutong Xie
    Yutong Xie
    Jianpeng Zhang
    Jianpeng Zhang

    IEEE Transactions on Medical Imaging, pp. 2482-2493, 2020.

    Cited by: 5|Bibtex|Views27|Links
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    Keywords:
    LesionsImage segmentationSkinTask analysisFeature extractionMore(2+)

    Abstract:

    Automated skin lesion segmentation and classification are two most essential and related tasks in the computer-aided diagnosis of skin cancer. Despite their prevalence, deep learning models are usually designed for only one task, ignoring the potential benefits in jointly performing both tasks. In this paper, we propose the mutual bootstr...More

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