Texture quantified from ultrasound Nakagami parametric images is diagnostically relevant for breast tumor characterization.

Sabiq Muhtadi,Rezwana R Razzaque, Ahmad Chowdhury,Brian S Garra,S Kaisar Alam

Journal of medical imaging (Bellingham, Wash.)（2023）

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摘要

We establish that texture quantified from ultrasound Nakagami parametric images are diagnostically relevant and may be used to characterize breast lesions effectively.

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关键词

breast cancer, ultrasound image processing, Nakagami imaging, texture analysis, radiomics, machine learning

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