AI to predict critical care for patients with COVID-19

The COVID-19 pandemic dealt a huge blow to health care systems and highlighted their major shortcomings. As of June 2023, there have been over 760 million confirmed cases of COVID-19, with almost 7 million deaths worldwide. During the major COVID-19 outbreaks, hospitals often had their intensive care units (ICU) running at full capacity for providing invasive mechanical ventilation to patients who were diagnosed as positive for COVID-19. These ICUs often operated with insufficient staff and intubation equipment.