Intelligent fusion-assisted skin lesion localization and classification for smart healthcare

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Scientific Data · 2018 · 2.9K citations · Full text

Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC)

Noel Codella, Veronica Rotemberg, Philipp Tschandl et al. · arXiv (Cornell University) · 2019 · 978 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +23

Skin Lesion Analysis towards Melanoma Detection Using Deep Learning Network

Yuexiang Li, Linlin Shen · Sensors · 2018 · 615 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +19

Attention Residual Learning for Skin Lesion Classification

Jianpeng Zhang, Yutong Xie, Yong Xia et al. · IEEE Transactions on Medical Imaging · 2019 · 545 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +19

A non-reference image fusion metric based on mutual information of image features

Mohammad Haghighat, Ali Aghagolzadeh, Hadi Seyedarabi · Computers & Electrical Engineering · 2011 · 449 citations

Machine Vision, Image Analysis, Data Science +14