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Pixel-based small-window parametric ultrasound imaging for liver tumor characterization.

Xinyu ZhangYang JiaoDezhi ZhangXiaocong WangYaoyao Cui
Published in: Biomedical engineering letters (2024)
The proposed pixel-based parametric imaging method based on fuzzy entropy and weighted horizontally normalized Shannon entropy both effectively enhance the contrast and detectability of ultrasound images. The imaging enhancement method of the pixel-based fuzzy entropy imaging with proper parameters got better detection performance, due to the consideration of the relationship of neighboring pixels.
Keyphrases
  • high resolution
  • magnetic resonance
  • magnetic resonance imaging
  • deep learning
  • contrast enhanced
  • machine learning
  • fluorescence imaging
  • mass spectrometry
  • photodynamic therapy