Bryzgalov stopped all 24 shots he faced over the first two periods while protecting a 2-0 lead, and then held Boston at bay down the stretch to improve to 14-14-3 on the season.
Nathan Horton scored for the Bruins, who hold the fourth seed in the East.
Tuukka Rask turned aside 19-of-21 shots for Boston.
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