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: Egoshin, I. (Author), Kliouchkin, I. (Author), Kolchev, A. (Author), Pasynkov, D. (Author), Pasynkova, O. (Author), Tumakov, D. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
breast cancer
convolutional neural network
mammography
nested contours algorithm
YOLOv4
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