Classification of benign and malignant solid breast lesions on the ultrasound images based on the textural features: the importance of the perifocal lesion area

Classification of benign and malignant solid breast lesions on the ultrasound images based on the textural features: the importance of the perifocal lesion area

The amount of ultrasound (US) breast exams continues to grow because of the wider endorsement of breast cancer screening programs. When a solid lesion is found during the US the primary task is to decide if it requires a biopsy. Therefore, our goal was to develop a noninvasive US grayscale image ana...

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Bibliographic Details
Main Authors: А.А. Kolchev, D.V. Pasynkov, I.A. Egoshin, I.V. Kliouchkin, О.О. Pasynkova
Format: Article
Language:English
Published: Samara National Research University 2024-02-01
Series:Компьютерная оптика
Subjects:
breast ultrasound
solid lesion
benign lesion
malignant lesion
classification
feature selection
Online Access:https://www.computeroptics.ru/eng/KO/Annot/KO48-1/480118e.html
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