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AI Diffusion Models Generate Realistic Synthetic Dental Radiographs Using a Limited Dataset

Generative Artificial Intelligence (AI) has the potential to address the limited availability of dental radiographs for the development of Dental AI systems by creating clinically realistic synthetic dental radiographs (SDRs). Evaluation of artificially generated images requires both expert review a...

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Principais autores: Brian Kirkwood, Byeong Yeob Choi, James Bynum, Jose Salinas
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-10-01
Serier:Journal of Imaging
Fag:
dental radiography
artificial intelligence
deep learning
diffusion model
image generation
synthetic data
Online adgang:https://www.mdpi.com/2313-433X/11/10/356
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