Artificial intelligence (AI), represented by deep learning, can be utilized for real-life problems and is applied across all areas of society including clinical and dental field. The AI model can be used to detect dental caries in teeth from digitalized dental X-Ray images for clinical quality improvement. In order to support dentists to make clinical decisions, we propose an AI model for automated clinical quality evaluation.