Automatic Detection and Classification of Dental Anomalies and Tooth Types Using Transformer-Based Yolo With GA Optimization

Automatic Detection and Classification of Dental Anomalies and Tooth Types Using Transformer-Based Yolo With GA Optimization

Dental pathology detection and tooth type categorization are crucial yet often error-prone and time-consuming tasks in dental diagnostics. This paper presents a novel approach using Transformer-Based You Only Look Once (YOLO) for automating dental pathology detection and tooth type categorization fr...

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Bibliographic Details
Main Authors: Sanabam Bineshwor Singh, Anuradha Laishram, Khelchandra Thongam, Khumanthem Manglem Singh
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
CSP-Darknet
image preprocessing
multi-head self-attention
panoramic X-ray
Transformer-based YOLO
Online Access:https://ieeexplore.ieee.org/document/10946153/
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