Original paper
Deep learning for categorization of endodontic lesion based on radiographic periapical index scoring system
Abstract
The study aimed to apply convolutional neural network (CNN) to score periapical lesion on an intraoral periapical radiograph (IOPAR) based on the periapical index (PAI) scoring system.A total of 3000 periapical root areas (PRA) on 1950 digital IOPAR were pre-scored by three endodontists. This data was used to train the CNN model-"YOLO version 3." A total of 450 PRA was used for validation of the model. Data augmentation techniques and model...
Paper Details
Title
Deep learning for categorization of endodontic lesion based on radiographic periapical index scoring system
Published Date
Jul 2, 2021
Journal
Volume
26
Issue
1
Pages
651 - 658
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Notes
History