Deep learning‐based pathology image analysis predicts cancer progression risk in patients with oral leukoplakia
Zhang X, Gleber‐Netto F, Wang S, Martins‐Chaves R, Gomez R, Vigneswaran N, Sarkar A, William W, Papadimitrakopoulou V, Williams M, Bell D, Palsgrove D, Bishop J, Heymach J, Gillenwater A, Myers J, Ferrarotto R, Lippman S, Pickering C, Xiao G. Deep learning‐based pathology image analysis predicts cancer progression risk in patients with oral leukoplakia. Cancer Medicine 2023, 12: 7508-7518. PMID: 36721313, PMCID: PMC10067069, DOI: 10.1002/cam4.5478.Peer-Reviewed Original ResearchConceptsLow-risk groupOral leukoplakiaOL patientsProgression riskOral mucosaHigh-risk patientsOral cancer developmentRisk stratification modelCancer progression riskLarge interobserver variabilityEarly diagnosisHigh riskDysplasia gradingAbnormal morphological featuresOral epitheliumOC developmentEarly interventionLow-risk onesPatientsStratification modelCancer developmentCancer progressionInterobserver variabilityLeukoplakiaRisk