Is there an advantage in limiting your exposure to a radiation source to the shortest time possible?

Yes. The dangers of exposure to radiation stem from genetic damage. Radiation containing enough energy can degrade bonds in the body, and this can lead to irreparable damage. Limiting exposure time reduces the net amount of radiation received by the body, and thus reduces the amount of damage that could be received.