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Development and research of a modified convolutional neural network for malaria cell pattern recognition

Development and research of a modified convolutional neural network for malaria cell pattern recognition

A review and analysis of known solutions of the problem of detecting malaria from images of patients' blood at the cellular level using various machine learning algorithms, including the support vector method, deep belief network, and convolutional neural networks, was conducted. Models based o...

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Bibliographic Details
Main Authors: Федорченко, Є. М., Олійник, А. О., Степаненко, О.О., Федорончак, Т. В., Чорнобук, М. О.
Format: Article
Language:Ukrainian
Published: Інститут проблем реєстрації інформації НАН України 2023
Subjects:
Convolutional neural network
machine learning
malaria
pattern recognition
Keras
Python
згорткова нейронна мережа
машинне навчання
малярія
розпізнавання образів
Python/
Online Access:http://drsp.ipri.kiev.ua/article/view/287018
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