ISSN : 2663-2187

Keloid Disease Detection using Deep Learning ResNet50 Algorithm

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SHANMUGA PRIYA K, VALARMATHI P
ยป doi: 10.33472/AFJBS.6.Si2.2024.3422-3528

Abstract

A Keloid is the product of aberrant wound healing, when patients' growth states and blood perfusion vary. Keloid enlargement can be effectively inhibited by actively monitoring and treating actively forming keloids at the initial stage, which has significant medical and cosmetic ramifications. This study addresses the challenging task of inhibiting keloid enlargement through early-stage monitoring and treatment. Existing approaches utilizing Laser Speckle Contrast Imaging (LSCI) for blood perfusion determination require time- consuming manual inspection and annotation. With a focus on improving keloid growth status evaluation, this retrospective analysis incorporates intensity and blood perfusion images from 150 untreated keloid patients.

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