Alfred Nobel apparently disagreed, and it's still the interest on the money bequeathed by his will that funds the prize. So it's unlikely that the name will be changed.
I'm not talking about the medical benefit, I'm talking about the name specifically. His will stated that there should be prizes for chemistry, physics, literature, peace, and physiology or medicine.