Prospectively identified adult patients (aged>=18 years) admitted to two NewYork-Presbyterian hospitals from March 2 to April 1, 2020, who were diagnosed with laboratory confirmed COVID-19 and were critically ill with acute hypoxaemic respiratory failure, and collected clinical, biomarker, and treatment data.