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March 5, 2024Open Access

Speckle Noise Reduction in Ultrasound Images using Denoising Auto-encoder with Skip Connection

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Authors

SBSuraj S. BhuteSMSubhamoy MandalDGDebashree Guha

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Bhute et al. (2024) studied this question.

synapsesocial.com/papers/68e75b28b6db6435876d241bhttps://doi.org/10.48550/arxiv.2403.02750
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Speckle Noise Reduction in Ultrasound Images using Denoising Auto-encoder with Skip connection2024 · 1 citations
  2. 2Denoising of Medical Ultrasound Images Using Variational Autoencoders Guided by Attention Mechanisms2026
  3. 3Unsupervised speckle noise reduction technique for clinical ultrasound imaging2024 · 1 citations
  4. 4Evaluation of Denoising Performance of ResNet Deep Learning Model for Ultrasound Images Corresponding to Two Frequency Parameters2024 · 3 citations
  5. 5Technopreneurial Filtering Technique for Speckle Noise Reduction in Ultrasound Imaging of Polycystic Ovary Syndrome2025