Prediction of the risk of cancer and the grade of dysplasia in leukoplakia lesions using deep learning.

Objectives: To estimate the probability of malignancy of an oral leukoplakia lesion using Deep Learning, in terms of evolution to cancer and high-risk dysplasia.

Materials And Methods: A total of 261 oral leukoplakia lesions with a mean of 5.5 years follow-up were analysed from standard digital photographs.