DetectOC: Deep Learning-Based Decision Support System for type of Oral Cancer Grading

Abstract

The "DetectOC" project presents a Deep Learning-Based Decision Support System tailored for the precise grading of Oral Squamous-Cell Carcinoma (OSCC). OSCC, a prevalent form of cancer in Sri Lanka and elsewhere, significantly impacts public health. The traditional evaluation of OSCC mainly relies on manual, time-consuming, and subjective histological analysis by expert pathologists. This project addresses the limitations of manual evaluation and aims to provide a technologically advanced solution.