Article

Deep-learning-based automated detection and assistance in the diagnosis of early dental carious lesions

2023-07-07

Abstract excerpt

<h4>Objective: </h4> To investigate the effectiveness of a convolutional neural network (CNN) in the detection of healthy teeth and early carious lesions on occlusal surfaces, and to assess the applicability of this deep-learning algorithm as an aid in the diagnosis of dental caries. Materials and Methods A total of 2,481 posterior teeth (2,459 permanent and 22 deciduous teeth) with varying stages of carious lesi...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 9362789c-3c72-5abb-8a55-a5cb8608f65d
DOI: 10.21203/rs.3.rs-3125352/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Deep-learning-based automated detection and assistance in the diagnosis of early dental carious lesionsDOI 10.21203/rs.3.rs-3125352/v1Read

Deep Learning–Based Segmentation of Dental Caries in Pediatric Panoramic Radiographs: A Comparative Study of Seven CNN ArchitecturesSemantic proximity Read

Classification of Dental Teeth X-Ray Images Using a Deep Learning CNN ModelSemantic proximity Read

The use of artificial intelligence in the diagnosis of carious lesions: Systematic review and meta-analysisSemantic proximity Read

Use of artificial intelligence in the classification of elementary orallesions from clinical imagesSemantic proximity Read

Detection of Dental Anomalies in Digital Panoramic Images Using YOLO: A Next Generation Approach Based on Single Stage Detection ModelsSemantic proximity Read

DIAGNOSTIC CHARTING ON PANORAMIC RADIOGRAPHY USING DEEP- LEARNING ARTIFICIAL INTELLIGENCE SYSTEMSemantic proximity Read

Explainable Deep Learning Framework for Periodontal Diagnosis in Dental ImagingSemantic proximity Read

AI-based Analysis of Oral Lesions Using Novel Deep Convolutional Neural Networks for Early Detection of Oral CancerSemantic proximity Read

Convolutional Neural Networks For Apical Lesion Segmentation From Panoramic RadiographsSemantic proximity Read

Research And Application Of Deep Learning Algorithm In C-shaped Root Canal Identification Of mandibular second molarsSemantic proximity Read

A Deep Learning Approach to Automatic Gingivitis Screening based Onclassification and Localization in RGB PhotosSemantic proximity Read

Evaluation of Deep Learning Model for Tooth Number Recognition from Smartphone PhotographsSemantic proximity Read