Central Asian University (CAU) is proud to announce a significant scientific achievement in the field of dental innovation. Professor Niladri Maiti, Dean of the School of Dentistry, has published a groundbreaking research article in the prestigious IEEE Conference Publication (IEEE Xplore) — a globally recognized Q1-indexed venue for high-impact scientific work.
The article, titled “Artificial Intelligence for Real-Time Identification and Segmentation of Root Canal Morphology Using Digital Imaging,” introduces an advanced AI-driven system designed to transform the way dental professionals analyze root canal structures. Leveraging deep learning techniques, the model enables real-time identification and segmentation of root canal morphology, ensuring faster, more accurate, and more consistent diagnostic imaging.
Accurate visualization of root canal shape is crucial for successful endodontic treatment planning. Traditional manual analysis is often time-consuming and vulnerable to human error. Professor Maiti’s research addresses these challenges with a fully automated AI solution that enhances clinical workflows and supports better patient outcomes.
Key contributions of the research
- Development of a deep learning architecture (CNN) trained on expertly annotated dental images
- Automatic segmentation of complex root canal morphology in real time
- Rigorous performance evaluation based on accuracy, Dice coefficient, and processing speed
This publication underscores CAU’s growing role as a regional leader in high-impact research and technological innovation. By integrating artificial intelligence into clinical dentistry, the university continues to push the boundaries of modern healthcare science.
CAU congratulates Professor Maiti on this remarkable achievement and remains committed to supporting pioneering research that improves the quality of dental education, practice, and global scientific progress.
CAU congratulates Professor Maiti on this remarkable achievement and remains committed to supporting pioneering research that improves the quality of dental education, practice, and global scientific progress.
