The massive and continuous spread of COVID-19 has motivated researchers around the
world to intensely explore, understand, and develop new techniques for diagnosis and …

Background The COVID-19 pandemic has exposed the vulnerability of healthcare services
worldwide, especially in underdeveloped countries. There is a clear need to develop novel …

Ultrasound imaging of the lung has played an important role in managing patients with
COVID-19–associated pneumonia and acute respiratory distress syndrome (ARDS). During …

With the rapid development of COVID-19 into a global pandemic, there is an ever more
urgent need for cheap, fast and reliable tools that can assist physicians in diagnosing …

Deep learning (DL) has proved successful in medical imaging and, in the wake of the recent
COVID-19 pandemic, some works have started to investigate DL-based solutions for the …

In the current pandemic, lung ultrasound (LUS) played a useful role in evaluating patients
affected by COVID-19. However, LUS remains limited to the visual inspection of ultrasound …

The sustained increase in new cases of COVID-19 across the world and potential for
subsequent outbreaks call for new tools to assist health professionals with early diagnosis …

The COVID-19 pandemic continues to have a devastating effect on the health and well-
being of the global population. Apart from the global health crises, the pandemic has also …

There is a crucial need for quick testing and diagnosis of patients during the COVID-19
pandemic. Lung ultrasound is an imaging modality that is cost-effective, widely accessible …

This literature review summarizes the current deep learning methods developed by the
medical imaging AI research community that have been focused on resolving lung imaging …