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Deep Learning For Detection of Periapical Radiolucent Lesions: A Systematic Review and Meta-Analysis of Diagnostic Test Accuracy PDF

17 Pages·2024·English
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by ['Denti Ki']| 2024| 17 pages| English

About Deep Learning For Detection of Periapical Radiolucent Lesions: A Systematic Review and Meta-Analysis of Diagnostic Test Accuracy

This systematic review evaluated the accuracy of deep learning models in detecting periapical radiolucent lesions (PARLs) in dental radiographs compared to expert clinicians. Eighteen studies were included, with six selected for quantitative analysis. Pooled sensitivity was 92.5% and specificity was 85.2%, indicating deep learning models can detect PARLs with high accuracy similar to experts. However, most studies had risks of bias and prospective studies were lacking. Overall, the evidence suggests deep learning is a highly accurate method for detecting PARLs in dental radiographs.

Detailed Information

Author:['Denti Ki']
Publication Year:2024
Pages:17
Language:English
Format:PDF
Price:FREE
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