The present disclosure describes systems and methods to non-invasively determine whether a patient has an autonomic dysfunction. In some implementations, the autonomic dysfunction can be a neurological dysfunction. The system can measure a patient's autonomic nervous system response to a stimulus. The stimulus can be a thermal stimulus, such as a cold temperature. The system can apply the thermal stimulus to an extremity of the patient, such as the patient's hand or arm.