[HTML][HTML] Comparison of different optimizers implemented on the deep learning architectures for COVID-19 classification
P Verma, V Tripathi, B Pant - Materials Today: Proceedings, 2021 - Elsevier
… In this paper, the comparison table describes the accuracy of deep learning architectures by
… Further in this paper, we have proposed the classification of the COVID-19 images using the …
… Further in this paper, we have proposed the classification of the COVID-19 images using the …
COVID-19 detection on Chest X-ray images: A comparison of CNN architectures and ensembles
FA Breve - Expert systems with applications, 2022 - Elsevier
… different CNN architectures are applied to the detection of COVID-19 on CXR images. The
comparison was performed using the COVIDx8B, a large and heterogeneous COVID-19 CXR …
comparison was performed using the COVIDx8B, a large and heterogeneous COVID-19 CXR …
An accuracy vs. complexity comparison of deep learning architectures for the detection of COVID-19 disease
S Sarv Ahrabi, M Scarpiniti, E Baccarelli… - Computation, 2021 - mdpi.com
… of lung infection by COVID-19. In this regard, we make a comparison of the noteworthy …
performs very well on a recent dataset of COVID-19. The proposed model’s effectiveness is …
performs very well on a recent dataset of COVID-19. The proposed model’s effectiveness is …
Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures
G Costantini, C Robotti, M Benazzo… - Knowledge-Based …, 2022 - Elsevier
… This study highlights the possibility to identify COVID-19 positive subjects, foreseeing a tool
… and the effects of COVID-19 on the voice. The two proposed novel architectures allow for the …
… and the effects of COVID-19 on the voice. The two proposed novel architectures allow for the …
An optimized deep learning architecture for the diagnosis of COVID-19 disease based on gravitational search optimization
… to another method based on a CNN architecture called Inception-v3 and manual … comparison
results showed that the GSA-DenseNet121-COVID-19 was able to beat the comparison …
results showed that the GSA-DenseNet121-COVID-19 was able to beat the comparison …
Comprehensive comparison of deep learning models for lung and COVID-19 lesion segmentation in CT scans
… In this paper, an extensive comparison of DL models for lung and COVID-19 lesion …
Architecture comparison In Fig. 5 the train and validation loss vs. epochs of the four architectures …
Architecture comparison In Fig. 5 the train and validation loss vs. epochs of the four architectures …
The comparison between architecture students' peer learning in informal situations within physical and virtual environments during the COVID-19 pandemic
J Wang - Indoor and Built Environment, 2023 - journals.sagepub.com
… architecture students’ peer learning experiences in informal situations, that is, outside formal
timetables. Due to the COVID-19 pandemic, the study made a comparison … as architectural …
timetables. Due to the COVID-19 pandemic, the study made a comparison … as architectural …
An interpretation architecture for deep learning models with the application of COVID-19 diagnosis
Y Wan, H Zhou, X Zhang - Entropy, 2021 - mdpi.com
… learning-based COVID-19 diagnostic model, we design the comparison between the deep
… To our best knowledge, very little study has made a performance comparison together with …
… To our best knowledge, very little study has made a performance comparison together with …
Deep neural network to detect COVID-19: one architecture for both CT Scans and Chest X-rays
H Mukherjee, S Ghosh, A Dhar, SM Obaidullah… - Applied …, 2021 - Springer
… architecture, in this paper, we proposed a single architecture for CT scans and CXRs to
detect COVID-19 … We also provide comparison study in Section 6, and the paper concludes in …
detect COVID-19 … We also provide comparison study in Section 6, and the paper concludes in …
A comparative analysis of eleven neural networks architectures for small datasets of lung images of COVID-19 patients toward improved clinical decisions
… coronavirus 2-SARS-CoV2, commonly known as COVID-19, is a highly infectious disease
that has endangered the health of many people around the world. COVID-19, … comparison of …
that has endangered the health of many people around the world. COVID-19, … comparison of …
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