Compounding matters, the backup generators did not work.
Fire department officials say there were 54 patients being cared for at the time.
Seventeen of them were on ventilators.
Paramedics were called in to help doctors and nurses keep the patients stabilized.
The fire department set up an auxiliary power unit until electricity was restored.
Nearby restaurants and a hotel were also affected by the outage.