Open access
Jul 2026
A comparative analysis of machine learning and deep learning models for early oral cancer detection using multi-risk epidemiological data from multiple countries
The results showed that early prediction of oral cancer using non-diagnostic epidemiological and behavioural features alone is difficult, which means that epidemiological data should be combined with clinical and biomarker-based data to develop more accurate early diagnosis systems.
G. H. Hussein, S. Elbai, K. Elayati et al.
· African Journal Of Applied R... · 1 citation