Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification

Abstract

In most cases, the CNN on its own was so accurate that patient data integration did not provide any benefit. However, incorporating patient data for lesions that were classified by the CNN with low 'confidence' improved balanced accuracy.