Color Doppler Ultrasound Improves Machine Learning Diagnosis of Breast Cancer

Color Doppler Ultrasound Improves Machine Learning Diagnosis of Breast Cancer

Color Doppler is used in the clinic for visually assessing the vascularity of breast masses on ultrasound, to aid in determining the likelihood of malignancy. In this study, quantitative color Doppler radiomics features were algorithmically extracted from breast sonograms for machine learning, produ...

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Bibliographic Details
Main Authors: Afaf F. Moustafa, Theodore W. Cary, Laith R. Sultan, Susan M. Schultz, Emily F. Conant, Santosh S. Venkatesh, Chandra M. Sehgal
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Diagnostics
Subjects:
ultrasound
color Doppler
radiomics
breast cancer
machine learning
Online Access:https://www.mdpi.com/2075-4418/10/9/631

Internet

https://www.mdpi.com/2075-4418/10/9/631

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