Systems and methods for extending the life of an implanted pulse generator battery are disclosed. A representative method for establishing charge parameters for a battery-powered implantable medical device includes receiving a patient-specific therapy signal parameter and, based at least in part on the patient-specific therapy signal parameter, determining a discharge rate for a battery of the implanted medical device. The method can further include determining a therapy run time, based at least in part on the discharge rate. The method can still further include determining at least one battery charging parameter, based at least in part on the run time.