YOLOv4-Based CNN Model versus Nested Contours Algorithm in the Suspicious Lesion Detection on the Mammography Image: A Direct Comparison in the Real Clinical Settings

YOLOv4-Based CNN Model versus Nested Contours Algorithm in the Suspicious Lesion Detection on the Mammography Image: A Direct Comparison in the Real Clinical Settings

Background: We directly compared the mammography image processing results obtained with the help of the YOLOv4 convolutional neural network (CNN) model versus those obtained with the help of the NCA-based nested contours algorithm model. Method: We used 1080 images to train the YOLOv4, plus 100 imag...

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Bibliographic Details
Main Authors: Alexey Kolchev, Dmitry Pasynkov, Ivan Egoshin, Ivan Kliouchkin, Olga Pasynkova, Dmitrii Tumakov
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Journal of Imaging
Subjects:
mammography
breast cancer
nested contours algorithm
convolutional neural network
YOLOv4
Online Access:https://www.mdpi.com/2313-433X/8/4/88

Internet

https://www.mdpi.com/2313-433X/8/4/88

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