A survey on deep transfer learning to edge computing for mitigating the COVID-19 pandemic

A Sufian, A Ghosh, AS Sadiq… - Journal of Systems …, 2020 - Elsevier
Global Health sometimes faces pandemics as are currently facing COVID-19 disease. The
spreading and infection factors of this disease are very high. A huge number of people from …

[HTML][HTML] Deep learning applications to combat novel coronavirus (COVID-19) pandemic

A Asraf, MZ Islam, MR Haque, MM Islam - SN Computer Science, 2020 - Springer
During this global pandemic, researchers around the world are trying to find out innovative
technology for a smart healthcare system to combat coronavirus. The evidence of deep …

[HTML][HTML] Machine learning approaches for tackling novel coronavirus (COVID-19) pandemic

MM Rahman, MM Islam, MMH Manik, MR Islam… - SN Computer …, 2021 - Springer
Abstract Novel coronavirus (COVID-19) has become a global problem in recent times due to
the rapid spread of this disease. Almost all the countries of the world have been affected by …

Artificial intelligence and COVID-19: deep learning approaches for diagnosis and treatment

M Jamshidi, A Lalbakhsh, J Talla, Z Peroutka… - Ieee …, 2020 - ieeexplore.ieee.org
COVID-19 outbreak has put the whole world in an unprecedented difficult situation bringing
life around the world to a frightening halt and claiming thousands of lives. Due to COVID …

Deep learning and medical image processing for coronavirus (COVID-19) pandemic: A survey

S Bhattacharya, PKR Maddikunta, QV Pham… - Sustainable cities and …, 2021 - Elsevier
Since December 2019, the coronavirus disease (COVID-19) outbreak has caused many
death cases and affected all sectors of human life. With gradual progression of time, COVID …

[HTML][HTML] A review of deep learning algorithms and their applications in healthcare

H Abdel-Jaber, D Devassy, A Al Salam, L Hidaytallah… - Algorithms, 2022 - mdpi.com
Deep learning uses artificial neural networks to recognize patterns and learn from them to
make decisions. Deep learning is a type of machine learning that uses artificial neural …

[HTML][HTML] Machine learning and deep learning applications-a vision

N Sharma, R Sharma, N Jindal - Global Transitions Proceedings, 2021 - Elsevier
The application of artificial intelligence is machine learning which is one of the current topics
in the computer field as well as for the new COVID-19 pandemic. Researchers have given a …

Machine and deep learning towards COVID-19 diagnosis and treatment: survey, challenges, and future directions

T Alafif, AM Tehame, S Bajaba, A Barnawi… - International journal of …, 2021 - mdpi.com
With many successful stories, machine learning (ML) and deep learning (DL) have been
widely used in our everyday lives in a number of ways. They have also been instrumental in …

Fusion of intelligent learning for COVID-19: A state-of-the-art review and analysis on real medical data

W Ding, J Nayak, H Swapnarekha, A Abraham, B Naik… - Neurocomputing, 2021 - Elsevier
The unprecedented surge of a novel coronavirus in the month of December 2019, named as
COVID-19 by the World Health organization has caused a serious impact on the health and …

Improving coronavirus (COVID-19) diagnosis using deep transfer learning

A Rehman, S Naz, A Khan, A Zaib, I Razzak - Proceedings of International …, 2022 - Springer
Abstract Background: Coronavirus disease (COVID-19) is an infectious dis-ease caused by
a new virus. Exponential growth is not only threatening lives, but also impacting businesses …