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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Detalles Bibliográficos
Autores principales: Kolchev, Alexey, Pasynkov, Dmitry, Egoshin, Ivan, Kliouchkin, Ivan, Pasynkova, Olga, Tumakov, Dmitrii
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9031201/
https://www.ncbi.nlm.nih.gov/pubmed/35448216
http://dx.doi.org/10.3390/jimaging8040088

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9031201/
https://www.ncbi.nlm.nih.gov/pubmed/35448216
http://dx.doi.org/10.3390/jimaging8040088

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