Inclusion Criteria:  Adult COVID-19 negative patients who are requiring non-invasive ventilation (phase II)  Adult COVID-19 positive patients who are requiring non-invasive ventilation (Phase III)  Exclusion Criteria:  Patients under the age of 18 years or those lacking capacity