Speckle Noise Reduction for Medical Ultrasound Images Using Hybrid CNN-Transformer Network

Ultrasound images are often affected by limited resolution, artifacts, and inherent speckle noise. To address these challenges, researchers have explored denoising approaches. Recently, deep learning methods have demonstrated distinct advantages in ultrasound image denoising. However, further improv...

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Detalles Bibliográficos

Principais autores:	Anparasy Sivaanpu, Kumaradevan Punithakumar, Rui Zheng, Michelle Noga, Dean Ta, Edmond H. M. Lou, Lawrence H. Le
Formato:	Artigo
Idioma:	Inglês
Publicado:	IEEE 2024-01-01
Series:	IEEE Access
Assuntos:	Convolutional neural network deep learning hybrid network image denoising intraoral ultrasound speckle noise
Acceso en liña:	https://ieeexplore.ieee.org/document/10752631/
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