A routine wrist shot from the right circle baffled Johan Hedberg and the goal allowed the Panthers to snap a three-game losing streak.
Tomas Vokoun stopped 28 shots to get the victory. New Jersey lost for just the second time in eight games. Hedberg made 24 saves.
The teams have met three times this season with Florida having won twice.
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