A new report from researchers at the Ramrao Adik Institute of Technology in Maharashtra, India, explores the integration of machine learning and traditional image processing in dentistry. The study reviews the literature on deep learning and dental radiograph analysis, focusing on applications such as automatic teeth identification and numbering, caries and anomaly detection, disease detection, and dental treatment prediction. The researchers provide an overview of machine learning algorithms in these areas and discuss the available dental radiograph dataset for experiments. The study concludes by highlighting new research opportunities and initiatives in this field, offering a comprehensive overview of the growing area of machine learning in dentistry. [Extracted from the article]