A short time later police got a call for a shooting at an L.A. hotel ... and they found Stephen there, dead from an apparent self-inflicted gunshot wound.

Just a few weeks ago, Hogan's wife, Sky, denied rumors he was in a coma ... stating his heart was "strong" as he recovered from surgeries.