Konu "Deep learning" için Araştırma Çıktıları (TR Dizin / Web of Science / Scopus / PubMed) listeleme
Toplam kayıt 6, listelenen: 1-6
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COVID-19 disease diagnosis from paper-based ECG trace image data using a novel convolutional neural network model
(2022)Clinical reports show that COVID-19 disease has impacts on the cardiovascular system in addition to the respiratory system. Available COVID-19 diagnostic methods have been shown to have limitations. In addition to current ... -
COVID‑19 disease diagnosis from paper‑based ECG trace image data using a novel convolutional neural network model
(2022)Clinical reports show that COVID-19 disease has impacts on the cardiovascular system in addition to the respiratory system. Available COVID-19 diagnostic methods have been shown to have limitations. In addition to current ... -
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 image Denoising approach using super resolution densely connected convolutional networks
(2022)Image distortion effects, called noise, may occur due to various reasons such as image acquisition, transfer, and duplication. Image denoising is a preliminary step for many studies in the field of image processing. The ... -
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 ...