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Image Noise Removal in Ultrasound Breast Images Based on Hybrid Deep Learning Technique

Baiju Babu Vimala1, Saravanan Srinivasan2, Sandeep Kumar Mathivanan3

  • 1School of Computer Science and Engineering, Vellore Institute of Technology, Vellore 632014, India.

Sensors (Basel, Switzerland)
|February 11, 2023
PubMed
Summary

This study introduces a hybrid deep learning method to remove speckle noise from breast ultrasound images, significantly improving image quality for better diagnosis. The technique effectively preserves image edges while enhancing clarity.

Keywords:
glandular ultrasound imagehybrid deep learning techniquelocal speckle noise destructionlogical-pool recurrent neural networksignal-to-noise ratiospatial high-pass filter

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