Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review.
Titus Josef BrinkerAchim HeklerJochen Sven UtikalNiels GrabeDirk SchadendorfJoachim KlodeCarola BerkingTheresa SteebAlexander H EnkChristof von KallePublished in: Journal of medical Internet research (2018)
CNNs display a high performance as state-of-the-art skin lesion classifiers. Unfortunately, it is difficult to compare different classification methods because some approaches use nonpublic datasets for training and/or testing, thereby making reproducibility difficult. Future publications should use publicly available benchmarks and fully disclose methods used for training to allow comparability.