Hybrid convolution network for medical images processing and breast cancer detection

Hybrid convolution network for medical images processing and breast cancer detection

In this paper, the breast cancer detection problem using convolutional neural networks (CNN) is considered. The review of known works in this field is presented and analysed. Most of them rely only on feature extraction after the convolutions and use the precision of classification of malignant tumo...

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Bibliographic Details
Main Authors: Yuriy Zaychenko, Maryam Naderan, Galib Hamidov
Format: Article
Language:Ukrainian
Published: Igor Sikorsky Kyiv Polytechnic Institute 2022-08-01
Series:Sistemnì Doslìdženâ ta Informacìjnì Tehnologìï
Subjects:
breast cancer detection
hybrid convolutional network
encoder
classification sensitivity
dimensionality reduction
Online Access:http://journal.iasa.kpi.ua/article/view/265629

Internet

http://journal.iasa.kpi.ua/article/view/265629

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