Is a surviving spouse in TN responsible for medical bills?

It can depend upon how the admission papers were Worded or what kind of written agreement the family had with the medical caregivers, but as a GENERAL RULE, no. The deceased's 'estate' and any of its assets, becomes responsible AFTER the payment of any valid medical insurance that was in effect at the time of death is applied.