Study of Convolutional Neural Networks in the Processing of Medical Images and Classification of Breast Tumors (in Russian)
Yuri Zaichenko, Галіб Гамідов · Information Theories and Applications · 2021
The problem of medical images analysis and classification of breast tumors is considered. For its solution the application of different convolutional neural networks CNN VGG16, VGG19, ResNet50 v 2, Inseption и Xception is suggested. The experimental investigations of the suggested CNN on the standard data set BreakHis were carried out in problems of binary and multi-class classification. The comparison with known results was performed and efficiency of different CNN was estimated. The best class of CNN for this problem was determined with the highest accuracy.