Enhancing deep learning classification performance of tongue lesions in imbalanced data: mosaic-based soft labeling with curriculum learning

• Main Authors: Sung-Jae Lee (Author), Hyun Jun Oh (Author), Young-Don Son (Author), Jong-Hoon Kim (Author), Ik-Jae Kwon (Author), Bongju Kim (Author), Jong-Ho Lee (Author), Hang-Keun Kim (Author)
• Format: Book
• Published: BMC, 2024-02-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Oral potentially malignant disorders (OPMDs) are associated with an increased risk of cancer of the oral cavity including the tongue. The early detection of oral cavity cancers and OPMDs is critical for reducing cancer-specific morbidity and mortality. Recently, there have been s...