A Convolutional Neural Network Based Deep Learning Algorithm for Identification of Oral Precancerous and Cancerous Lesion and Differentiation from Normal Mucosa: A Retrospective Study
Disha Sharma, Vidya Kudva, Vathsala Patil, Adarsh Kudva, Rahul S Bhat
Abstract
Artificial Intelligence based deep learning techniques using Convolutional Neural Networks (CNNs) can be used to identify oral pre-cancerous (potentially malignant) and cancerous lesions and to differentiate them from normal mucosa.
Topics & Concepts
Convolutional neural networkArtificial intelligencePrecancerous lesionOral mucosaDeep learningComputer scienceLesionPattern recognition (psychology)Identification (biology)PathologyMedicineCancerInternal medicineBiologyBotanyOral Health Pathology and TreatmentAI in cancer detectionHead and Neck Cancer Studies