It could be either. It depends on the point of view of the speaker.
Are they thinking about the hospital taking charge and collecting them - so taken, or someone at the original place taking charge and arranging for them to go to the hospital - sent. Are they thinking about the collecting end or the sending end?
It doesn't make any real difference.