Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Biomedical Engineering"
DOI: 10.1109/tbme.2018.2866166
Abstract: In this paper, we present a novel framework for dermoscopy image recognition via both a deep learning method and a local descriptor encoding strategy. Specifically, deep representations of a rescaled dermoscopy image are first extracted… read more here.
Keywords: dermoscopy images; dermoscopy; recognition dermoscopy; image ... See more keywords
MPMR: Multi-Scale Feature and Probability Map for Melanoma Recognition
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Medicine"
DOI: 10.3389/fmed.2021.775587
Abstract: Malignant melanoma (MM) recognition in whole-slide images (WSIs) is challenging due to the huge image size of billions of pixels and complex visual characteristics. We propose a novel automatic melanoma recognition method based on the… read more here.
Keywords: recognition; multi scale; melanoma recognition; feature ... See more keywords