Ultrasound of the breast can be categorized as either a screening or a diagnostic examination. The use of color Doppler in demonstrating the peripheral vascular pattern around malignant tumors is limited, depending on the lesion cellularity. It should be used with other modalities power doppler breast lesion the final assessment of breast lesions. They found the A z values of six receiver-operating characteristic curves for the use of logistic regression analysis, support vector machine and neural network for nonharmonic or harmonic 3D power Doppler imaging to be similar. On color Doppler, low-grade invasive carcinomas may have little or no internal vascularity; only feeding vessels are usually identified Figure 9.
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Color Doppler sonography: characterizing breast lesions
The data were applied to a multiplayer perception neural network model and the model was evaluated as a classifier to assess the capability of 3D power Doppler sonography to distinguish between benign and malignant solid breast power doppler breast lesion. They were also able to determine if intracystic echoes are attached to the cyst wall. However, it should be noted that negative results should not be used to negate tissue sampling of a suspicious lesion.
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They found that lesion power Doppler sonography images and neural network analysis of features can aid in the classification of power tumors breast benign or malignant [ 27 ]. The flow pattern might also add some important information. They performed power doppler duplex color Doppler sonography in breast lesions to evaluate lesion vascularity, PI and RI of the vessels, and correlated with histologic results.
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