Bethlehem police say many of the hospitalizations were the result of ecstasy use at Saturday night's sold-out concert.
The event mixes music and dancing with aerial acts and fire shows along with paint doused over the audience.
A university spokesman says about 4,200 people attended the public concert. The school says it regularly leases out university venues for outside events.