1. A patient monitor comprising: a medical sensor interface capable of receiving physiological data from a medical sensor applied to a patient; and data processing circuitry capable of being trained, using a learning-based algorithm, to determine whether the received physiological data indicates that the medical sensor has been properly applied to the patient.