Histological interpretation of spitzoid tumours: an extensive machine learning-based concordance analysis for improving decision making.

Abstract excerpt

The histopathological classification of melanocytic tumours with spitzoid features remains a challenging task. We confront the complexities involved in the histological classification of these tumours by proposing machine learning (ML) algorithms that objectively categorise the most relevant features in order of importance. The data set comprises 122 tumours (39 benign, 44 atypical and 39 malignant) from four...

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