A review on deep learning techniques for the diagnosis of novel coronavirus (COVID-19)

MM Islam, F Karray, R Alhajj, J Zeng - Ieee Access, 2021 - ieeexplore.ieee.org
… of deep learning methods for COVID-19 detection … deep learning techniques are used in
this regard and how they can be potentially further utilized to combat the outbreak of COVID-19

Automated detection and forecasting of covid-19 using deep learning techniques: A review

A Shoeibi, M Khodatars, M Jafari, N Ghassemi… - Neurocomputing, 2024 - Elsevier
… DL techniques for diagnosing COVID-19 from medical imaging. The introduction provides an
overview of diagnosing the coronavirus … on DL methods for diagnosing COVID-19, covering …

Application of deep learning techniques in diagnosis of covid-19 (coronavirus): a systematic review

YH Bhosale, KS Patnaik - Neural processing letters, 2023 - Springer
… DL-based Covid-19 detection systems are the key focus of this review article. … Covid-19
prediction and classification with medical imaging modalities using DL techniques. ML and DL …

Application of deep learning techniques for detection of COVID-19 cases using chest X-ray images: A comprehensive study

SR Nayak, DR Nayak, U Sinha, V Arora… - … Signal Processing and …, 2021 - Elsevier
COVID-19 screening. This paper proposes a DL assisted automated method using X-ray
images for early diagnosis of COVID-19 … eight pre-trained Convolutional Neural Network (CNN) …

Detection of COVID-19 using deep learning techniques and classification methods

Ç Oğuz, M Yağanoğlu - Information Processing & Management, 2022 - Elsevier
… radiologists in the diagnosis of COVID-19. In this study, deep features were extracted with
deep learning models such as ResNet-50, ResNet-101, AlexNet, Vgg-16, Vgg-19, GoogLeNet, …

COVID-19 detection from CBC using machine learning techniques

A Akhtar, S Akhtar, B Bakhtawar… - … of Technology …, 2021 - journals.gaftim.com
… detection of COVID-19 positive individuals. In this research we employed different machine
learning algorithms using full blood count for the prediction of COVID-19. These algorithms …

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-…
COVID-19 cases utilizing available resources and advanced deep learning techniques is …

COVID-19 detection using deep learning methods

M Sevi, İ Aydin - … International conference on data analytics for …, 2020 - ieeexplore.ieee.org
COVID-19 outbreak. When the number of x-ray images, ultrasound videos increases day by
day the deep learning methods … of deep learning in combating the COVID-19 outbreak [17]. …

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

S Aslani, J Jacob - Clinical Radiology, 2023 - Elsevier
… of COVID-19 infection in survivors of acute COVID-19 infection … In particular, deep-learning
methods, which are artificial … of deep-learning-based AI techniques for COVID-19 diagnosis …

Deep learning methods for forecasting COVID-19 time-Series data: A Comparative study

A Zeroual, F Harrou, A Dairi, Y Sun - Chaos, solitons & fractals, 2020 - Elsevier
… Recently, deep learning models demonstrated … of five deep learning methods to forecast
the number of new cases and recovered cases. Specifically, simple Recurrent Neural Network (…