Lawrence Ghoram scored 17 points to lead Rice (3-26, 0-16), which has lost 19 in a row heading into next week's conference tournament. Patrick Britton added 16 points for the Owls.
Aleks Perka, who finished with nine points, tried tying the game on Rice's final possession but missed two 3-pointers.
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