Cash reserve in place of medical insurgence for family?

I live in America and I am thinking about self insuring. My wife had cancer 18 months ago and my family insurance will be about $24K each year. If I set up $250K into a short term investments would this be enough to self-insure? The medical providers charge uninsured patients about 2.5X what they charge insurance companies as near as I can tell.