[HTML][HTML] Deep Learning applications for COVID-19

C Shorten, TM Khoshgoftaar, B Furht�- Journal of big Data, 2021 - Springer
… does Deep Learning have the … COVID-19 problems for the application of Deep Learning?
We explore these questions through the lens of Deep Learning applications fighting COVID-19

[HTML][HTML] A review of deep learning-based detection methods for COVID-19

N Subramanian, O Elharrouss, S Al-Maadeed…�- Computers in Biology�…, 2022 - Elsevier
… of computer vision methods for COVID-19 [15] described the … coronavirus detection methods
using deep learning methods. In the hope of helping researchers develop better coronavirus

[HTML][HTML] Utilisation of deep learning for COVID-19 diagnosis

S Aslani, J Jacob�- Clinical Radiology, 2023 - Elsevier
… This paper provides a review of deep-learning-based AI techniques for COVID-19 diagnosis
… (3D) deep convolutional neural networks combined with transfer learning for COVID-19

A deep learning approach to detect Covid-19 coronavirus with X-Ray images

G Jain, D Mittal, D Thakur, MK Mittal�- Biocybernetics and biomedical�…, 2020 - Elsevier
… imaging modality and on the other hand, deep learning techniques have achieved state-of-the-…
tool to detect COVID-19 cases utilizing available resources and advanced deep learning

Comparison of deep learning approaches to predict COVID-19 infection

TB Alakus, I Turkoglu�- Chaos, Solitons & Fractals, 2020 - Elsevier
COVID-19 outbreak was carried out with deep learning models based on laboratory findings.
Various laboratory data were analyzed with 6 different deep learning … for the deep learning

[HTML][HTML] Deep learning and its role in COVID-19 medical imaging

SB Desai, A Pareek, MP Lungren�- Intelligence-Based Medicine, 2020 - Elsevier
… As such, incorporating deep learning models for COVID-19 imaging as clinical decision
support tools could be a promising approach for leveraging AI capabilities in routine clinical …

Deep learning approaches for COVID-19 detection based on chest X-ray images

AM Ismael, A Şeng�r�- Expert Systems with Applications, 2021 - Elsevier
… literature, deep learning approaches are proposed for the detection of COVID-19 based on
… detection of COVID-19 versus normal (healthy) cases using chest X-ray images. In the first …

Deep learning COVID-19 features on CXR using limited training data sets

Y Oh, S Park, JC Ye�- IEEE transactions on medical imaging, 2020 - ieeexplore.ieee.org
… They claimed that COVIDNet can achieve good sensitivity for COVID-19 cases with 80% …
further investigate deep convolutional neural network and evaluate its feasibility for COVID-19

COVID-19 prediction and detection using deep learning

M Alazab, A Awajan, A Mesleh…�- International Journal of�…, 2020 - cspub-ijcisim.org
… Although there are several studies on COVID-19, this study focused on the use of AI in
forecasting COVID-19 cases and diagnosing patients for COVID-19 infection through chest X-ray …

[HTML][HTML] Deep learning COVID-19 detection bias: accuracy through artificial intelligence

S Vaid, R Kalantar, M Bhandari�- International Orthopaedics, 2020 - Springer
… An automated deep learning COVID-19 detection approach will quicken our understanding
… First, our deep learning model relies on only 181 COVID-19 cases (and 115 used for training…