Classification of Breast Cancer Based on Histology Images Using Convolutional Neural Networks

In recent years, the classification of breast cancer has been the topic of interest in the field of Healthcare informatics, because it is the second main cause of cancer-related deaths in women. Breast cancer can be identified using a biopsy where tissue is removed and studied under microscope. The...

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Vydáno v:	IEEE access Ročník 6; s. 24680 - 24693
Hlavní autoři:	Bardou, Dalal, Zhang, Kun, Ahmad, Sayed Mohammad
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Piscataway IEEE 01.01.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Artificial neural networks bag of words Breast cancer Classification Classifiers Coding Convolutional neural networks Diagnosis engineered features Feature extraction Histology Histology images Image classification Image coding Image processing locality constrained linear coding Machine learning Medical imaging Neural networks Pattern recognition Support vector machines
ISSN:	2169-3536, 2169-3536
On-line přístup:	Získat plný text
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