Early Melanoma Diagnosis with Sequential Dermoscopic Images
Zhen Yu,
Jennifer Nguyen,
Toan D Nguyen
et al.
Abstract:Dermatologists often diagnose or rule out early melanoma by evaluating the follow-up dermoscopic images of skin lesions. However, existing algorithms for early melanoma diagnosis are developed using single timepoint images of lesions. Ignoring the temporal, morphological changes of lesions can lead to misdiagnosis in borderline cases. In this study, we propose a framework for automated early melanoma diagnosis using sequential dermoscopic images. To this end, we construct our method in three steps. First, we a… Show more
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