Yes, you can spend the money as your propose. However, Medicaid's asset limit is significantly higher for you, so you can simply transfer the funds into your name and your husband will be eligible for Medicaid. You might also want to see if Medicare will pay for your oxygen concentrator.
For more on spending down assets to qualify for Medicaid coverage, click here.
For more about Medicare's coverage, click here.