Certain examples provide systems, methods, and apparatus for medical device management. An example method includes comparing a first identification of a first data set to a second identification of a second data set at a medical device. The example method includes, when the first identification does not match the second identification, triggering a download of the second data set to the medical device. The example method includes determining an operating state of the medical device. The example method includes, when the operating state indicates the medical device is idle, triggering activation of the second data set in place of the first data set at the medical device. The example method includes facilitating operation of the medical device according to the second data set.