Covid19 is not the only germs they will be carrying. The people who are the sickest are the ones that most need oxygen supplementation. Reports suggest that most of the people dying from it already have other serious medical conditions.
This is exactly how antibiotic resistant infections get bred. You would be creating a melting pot of horribleness and cross-contamination and god-knows-what would come spewing out of it.