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WATUNet: A Deep Neural Network for Segmentation of Volumetric Sweep Imaging Ultrasound
Volume sweep imaging (VSI) is an innovative approach that enables untrained operators to capture high-quality ultrasound images.
Improving the diagnosis of breast cancer based on biophysical ultrasound features utilizing machine learning
In this study, we propose a biophysical feature based machine learning method for breast cancer detection to improve the performance beyond a benchmark deep learning algorithm and to furthermore provide a color overlay visual map of the probability of malignancy within a lesion.
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