A removable base of a wearable medical monitor includes a mating surface configured to reversibly couple the removable base to a body of the wearable medical monitor. The removable base may also include certain functional features, such as a sensor configured to detect a physiological parameter of a patient and/or a memory configured to store data for identifying characteristics of the sensor or the patient.