Artificial intelligence for forecasting and diagnosing COVID-19 pandemic: A focused review

C Comito, C Pizzuti - Artificial intelligence in medicine, 2022 - Elsevier
The outbreak of novel corona virus 2019 (COVID-19) has been treated as a public health
crisis of global concern by the World Health Organization (WHO). COVID-19 pandemic …

[HTML][HTML] Advances in deep learning for tuberculosis screening using chest X-rays: the last 5 years review

KC Santosh, S Allu, S Rajaraman, S Antani - Journal of Medical Systems, 2022 - Springer
There has been an explosive growth in research over the last decade exploring machine
learning techniques for analyzing chest X-ray (CXR) images for screening cardiopulmonary …

Automated deep transfer learning-based approach for detection of COVID-19 infection in chest X-rays

NN Das, N Kumar, M Kaur, V Kumar, D Singh - Irbm, 2022 - Elsevier
The most widely used novel coronavirus (COVID-19) detection technique is a real-time
polymerase chain reaction (RT-PCR). However, RT-PCR kits are costly and take 6-9 hours …

Collaborative federated learning for healthcare: Multi-modal covid-19 diagnosis at the edge

A Qayyum, K Ahmad, MA Ahsan… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
Despite significant improvements over the last few years, cloud-based healthcare
applications continue to suffer from poor adoption due to their limitations in meeting stringent …

Data science approaches to confronting the COVID-19 pandemic: a narrative review

Q Zhang, J Gao, JT Wu, Z Cao… - … Transactions of the …, 2022 - royalsocietypublishing.org
During the COVID-19 pandemic, more than ever, data science has become a powerful
weapon in combating an infectious disease epidemic and arguably any future infectious …

[HTML][HTML] Clinical and laboratory approach to diagnose COVID-19 using machine learning

K Chadaga, C Chakraborty, S Prabhu… - Interdisciplinary …, 2022 - Springer
Abstract Coronavirus 2 (SARS-CoV-2), often known by the name COVID-19, is a type of
acute respiratory syndrome that has had a significant influence on both economy and health …

[HTML][HTML] Diagnosing COVID-19 using artificial intelligence: A comprehensive review

VV Khanna, K Chadaga, N Sampathila… - … Modeling Analysis in …, 2022 - Springer
Abstract In early March 2020, the World Health Organization (WHO) proclaimed the novel
COVID-19 as a global pandemic. The coronavirus went on to be a life-threatening infection …

[HTML][HTML] Artificial Intelligence and COVID-19: A Systematic umbrella review and roads ahead

A Adadi, M Lahmer, S Nasiri - Journal of King Saud University-Computer …, 2022 - Elsevier
Artificial Intelligence (AI) has played a substantial role in the response to the challenges
posed by the current pandemic. The growing interest in using AI to handle Covid-19 issues …

[HTML][HTML] An encoder–decoder-based method for segmentation of COVID-19 lung infection in CT images

O Elharrouss, N Subramanian, S Al-Maadeed - SN Computer Science, 2022 - Springer
The novelty of the COVID-19 Disease and the speed of spread, created colossal chaotic,
impulse all the worldwide researchers to exploit all resources and capabilities to understand …

COVID-19 modeling: A review

L Cao, Q Liu - medRxiv, 2022 - medrxiv.org
The unprecedented and overwhelming SARS-CoV-2 virus and COVID-19 disease
significantly challenged our way of life, society and the economy. Many questions emerge, a …