Inconsistency in the use of the term "validation" in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging.

Dong Wook KimHye Young Jang Yousun KoJung Hee SonPyeong Hwa KimSeon-Ok KimJoon Seo LimSaikanth Reddy Deepalam

Published in: PloS one (2020)

Existing literature has a significant degree of inconsistency in using the term "validation" when referring to the steps in DL algorithm development. Efforts are needed to improve the accuracy and clarity in the terminology usage.

Keyphrases

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