I had half of a lung removed due to cancer. Now my blood oxygen level is very low. Will exercise help it?

Confusing. Removing half of one of your lungs should not have severe effects on your blood oxygen level is there are not other problems. See your doctor and ask for a more complete explanation of your functional status and whether or not there are other diseases affecting your blood oxygen level.