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Table 6 PH2 dataset: Comparison of proposed algorithm with existing methods

From: An implementation of normal distribution based segmentation and entropy controlled features selection for skin lesion detection and classification

Method Year Sensitivity % Specificity % Accuracy %
Abuzaghleh et al. [26] 2014 - - 91
Barata et al. [27] 2013 85 87 87
Abuza et al. [43] 2015 - - 96.5
Kruck et al. [44] 2015 95 88.1 -
Rula et al. [45] 2017 96 83 -
Waheed et al. [46] 2017 97 84 96
Sath et al. [47] 2017 96 97 -
GUU et al. [48] 2017 94.43 81.01 -
Lei et al. [49] 2016 87.50 93.13 92.0
MRastagoo et al. [50] 2015 94 92 -
Proposed 2017 96.67 98.7 97.5
  1. Data in bold are significant