Provides innovative insights into computerized methods for automated analysis. The research presented within this publication explores pattern recognition, oral pathologies, and diagnostic processing. It covers topics centred on easier assessment of complex cranio-facial tissues and the accurate diagnosis of various lesions at early stages.