"Dental Panoramic Images"

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Authors: Athira Thulaseedharan
Cited by: 0

Abstract

"Even though Medical Imaging using the Deep learning technique is a significant topic for discussion due to its fast and accurate performance, it still faces many challenges in acquiring labeled datasets or getting the ground truth. We have used a labeled dataset of 664 X-ray images, and it has been utilized for the detection, classification, and prediction results of various dental diseases and their differential treatments in a panoramic X-ray using the Deep learning technique. This is significant because it will help dentists avoid misdiagnoses or missed diagnoses. This pilot research shows considerable potential in assisting radiologists and dentists in diagnosing and treating various tooth disorders, and it may even aid in forensic identification."

Fields of Study & Subjects

Dental Radiography and Imaging COVID-19 diagnosis using AI Forensic Anthropology and Bioarchaeology Studies

Publication details

Journal / source
IEEE DataPort
Publication date
29 January 2026
Document type
Dataset