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

Journal: Oral oncology
PMID: 35763911

Abstract

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.

Authors

  • Antonio Ferrer-Sánchez
    Intelligent Data Analysis Laboratory (IDAL), School of Engineering, University of Valencia, Spain.
  • Jose Bagan
    Professor of Oral Medicine, University of Valencia. Chairman service of Stomatology and Maxillofacial Surgery. University General Hospital, Valencia, Spain. Electronic address: jose.v.bagan@uv.es.
  • Joan Vila-Francés
    Intelligent Data Analysis Laboratory (IDAL), School of Engineering, University of Valencia, Spain.
  • Rafael Magdalena-Benedito
    Intelligent Data Analysis Laboratory (IDAL), School of Engineering, University of Valencia, Spain.
  • Leticia Bagan-Debon
    Stomatology Department, Faculty of Medicine, University of Valencia, Spain.

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