Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines

作者：

Highlights：

• Review on recent dermoscopy melanoma classification results.

• Design and optimization of a melanoma classification method with feature selection.

• Proposal of multi-criteria decision analysis to assess melanoma classification.

摘要

•Review on recent dermoscopy melanoma classification results.•Design and optimization of a melanoma classification method with feature selection.•Proposal of multi-criteria decision analysis to assess melanoma classification.

论文关键词：Machine learning,Data mining,Computer-aided diagnosis,Dermoscopy,Image analysis

论文评审过程：Received 28 September 2017, Revised 10 May 2018, Accepted 12 May 2018, Available online 15 June 2018, Version of Record 6 July 2018.

论文官网地址：https://doi.org/10.1016/j.knosys.2018.05.016