Keywords: Diffusion Modeling, Breast
Motivation: This study focus on improving imaging time and image quality while accurately distinguishing between benign and malignant breast lesions.
Goal(s): To assess the diagnostic capabilities of the FROC diffusion model combined with SMS technology for breast lesions.
Approach: Compare two diffusion model, the traditional single-index DWI model and the FROC, and then evaluate their diagnostic performance, image quality, and the consistency of results using SMS technology.
Results: FROC combined with SMS offered a feasible and effective approach for distinguishing benign and malignant breast lesions, while the diagnostic performance of D and β values from FROC was potentially superior to the traditional ADC values.
Impact: The research introduces an innovative approach that combines the FROC-DWI model with SMS technology to enhance the efficiency and diagnostic capabilities of breast imaging, potentially improving patient outcomes and reducing unnecessary invasive procedures.
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