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Comparing Artificial Intelligence Algorithms to 157 German Dermatologists: the Melanoma Classification Benchmark.

European Journal of Cancer(2019)

引用 96|浏览52
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摘要
•This paper provides the first open access melanoma classification benchmark for both non-dermoscopic and dermoscopic images.•Algorithms can now be easily compared to the performance of dermatologists in terms of sensitivity, specificity and ROC.•The melanoma benchmark allows comparability between algorithms of different publications and provides a new reference standard.
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关键词
Benchmark,Artificial intelligence,Deep learning,Melanoma
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