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Artificial neural network in diagnostic cytology

期刊

CYTOJOURNAL
卷 19, 期 -, 页码 -

出版社

SCIENTIFIC SCHOLAR LLC
DOI: 10.25259/Cytojournal_33_2021

关键词

Artificial neural network; Whole slide scanner; Cytology; Neural network

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The artificial neural network (ANN) is a computer model that simulates the human brain's neural network. It is less commonly used in cytology, but with the development of related technologies, a thorough understanding of this field becomes essential for starting the diagnostic application of ANN.
The artificial neural network (ANN) is a computer software design or model that simulates the biological neural network of the human brain. Instead of biological neurons, ANN is composed of many layers of nodes that carry the signal and process it to make the final decision. ANN is a modern technology that is widely used in different fields of science. The ANN is reshaping the medical system and the various areas of pathology. In this paper, the basic concept and applications of ANN in cytology have been discussed. In this paper, the various articles published on ANN in the field of cytology have been systemically reviewed. The ANN is relatively less used in cytology. After introducing convolutional neural network and whole slide scanners in the commercial market, it is now essential to have thorough knowledge in this field to start diagnostic application of ANN.

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