If the thermistor never opens it will just continue to heat up. This would explain why the fuse is not blowing. You may want to check the control module for heat damage as well.

If it were mine I'd replace the element in the seat or the thermistor in the element. Although the element may not be serviceable and may require complete replacement.

If it works on the "Low" setting then it's probably the theremistor.