Konu "Convolutional neural network" için Araştırma Çıktıları (TR Dizin / Web of Science / Scopus / PubMed) listeleme
Toplam kayıt 4, listelenen: 1-4
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Implementation of convolutional neural network approach for COVID-19 disease detection
(American Physiological Society, 2020)In this paper, two novel, powerful, and robust convolutional neural network (CNN) architectures are designed and proposed for two different classification tasks using publicly available data sets. The first architecture ... -
Multi-classification of brain tumor MRI images using deep convolutional neural network with fully optimized framework
(2021)Brain tumor diagnosis and classification still rely on histopathological analysis of biopsy specimens today. The current method is invasive, time-consuming and prone to manual errors. These disadvantages show how essential ... -
A novel implementation of deep-learning approach on malaria parasite detection from thin blood cell images
(2021)Malaria is known as an acute febrile disease caused by the bite of female Anopheles mosquitoes, and it manifests itself with symptoms such as headache, fever, chills, vomiting, and fatigue. The diagnosis of malaria is still ... -
Recurrent binary patterns and CNNs for offline signature verification
(Springer International Publishing Ag, 2020)Signature representations that are extracted by convolutional neural networks (CNN) can achieve low error rates. However, a trade-off exists between such models' complexities and hand-crafted features' slightly higher error ...