• THANGATHARANI T
• Dr.M.SUBALAKSHMI

This paper presents the application of advanced machine learning (ML) and deep learning (DL) techniques to improve the prediction and diagnosis of dental health conditions. Dental diseases are a growing global concern, and early detection is essential for effective treatment. Traditional diagnostic methods often face limitations such as subjectivity and delays. By utilizing convolutional neural networks (CNNs) along with image segmentation, enhancement, and feature extraction techniques, this research aims to automate dental diagnostics and increase accuracy. The study demonstrates the potential of AI to reduce diagnostic errors and enhance patient care.

Dental Health, Machine Learning, Deep Learning, Convolutional Neural Networks, Image Processing, Dental Diagnostics, Medical Imaging

"Advanced Machine Learning Techniques for Enhanced Prediction of Dental Health Conditions", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 7, page no.f267-f269, July-2025, Available :http://www.jetir.org/papers/JETIR2507529.pdf

"Advanced Machine Learning Techniques for Enhanced Prediction of Dental Health Conditions", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 7, page no. ppf267-f269, July-2025, Available at : http://www.jetir.org/papers/JETIR2507529.pdf