Some hospitals these days use wireless monitoring and can be sensitive to interference. As such, many also have shielding on the exterior walls to help reduce that interference. While the phone itself may not be in the frequency range to cause direct problems, its signals will be shielded from the outside which makes the phone search for a signal. This search uses battery power and thus will drain the battery after what appears to be a short time.

Dan