A Deep Learning Onion Peeling Approach to Measure Oral Epithelium Layer Number
Zhang X, Gleber-Netto F, Wang S, Jin K, Yang D, Gillenwater A, Myers J, Ferrarotto R, Pickering C, Xiao G. A Deep Learning Onion Peeling Approach to Measure Oral Epithelium Layer Number. Cancers 2023, 15: 3891. PMID: 37568707, PMCID: PMC10416878, DOI: 10.3390/cancers15153891.Peer-Reviewed Original ResearchOral epitheliumNeck squamous cell carcinomaSquamous cell carcinomaPatients' qualityCell carcinomaDysplasia severityEarly diagnosisPathologist's examinationOral cavityComplex cancersClinical relevanceDysplasia diagnosisSurvival analysisEpithelium layerDiagnostic potentialCell layerIntra-observer variationDiagnosisEpitheliumClose correlationPotential additionPrognosisCarcinomaCancer