Active titration of one or more nerve stimulators to treat obstructive sleep apnea
The present disclose generally relates to systems and methods for active titration of one or more cranial or peripheral nerve stimulators to treat obstructive sleep apnea. The active titration can be accomplished in an automated fashion by a closed-loop process. The closed-loop process can be executed by a computing device that includes a non-transitory memory storing instructions and a processor to execute the instructions to perform operations. The operations can include defining initial parameters for the one or more cranial or peripheral nerve stimulators for a patient; receiving sensor data from sensors associated with the patient based on a stimulation with the one or more cranial or peripheral stimulators programmed according to the initial parameters; and adjusting the initial parameters based on the sensor data.
1. A system for determining stimulation parameters for at least two nerve stimulators already implanted or positioned on a patient to improve obstructive sleep apnea comprising:
a non-transitory memory storing instructions; and
a processor to execute the instructions to:
receive sensor data comprising at least pharyngeal manometry data from a pharyngeal manometry sensor that is external to the at least two nerve stimulators, the pharyngeal manometry sensor data indicating the location in the pharynx where pressure has changed; and
define the stimulation parameters for programming each of the at least two nerve stimulators based on the location in the pharynx where pressure has changed as determined by the pharyngeal manometry sensor data, to improve the patient's obstructive sleep apnea, the at least two nerve stimulators configured to stimulate different cranial or peripheral nerves.
2. The system of claim 1 , wherein the sensor data is indicative of an arousal from sleep of the patient.
3. The system of claim 1 , wherein the sensor data further comprises polysomnography data.
4. The system of claim 3 , wherein the polysomnography data includes electroencephalogram data, electrooculography data, electromyogram data, electrocardiogram data, respiratory inductance plethysmography data, nasal airflow data, blood oxygen desaturation or combinations thereof.
5. The system of claim 1 , wherein the sensor data is indicative of a decrease in airflow due to pharyngeal obstruction.
6. The system of claim 1 , wherein defining the stimulation parameters comprises adjusting the stimulation parameters based on the sensor data and actively titrating the at least two nerve stimulators by transmitting the adjusted stimulation parameters to the at least two nerve stimulators.
7. The system of claim 6 , wherein the adjusted stimulation parameters are transmitted by wireless connection.
8. The system of claim 7 , wherein the wireless connection is a short-range wireless connection.
9. The system of claim 1 , wherein the stimulation parameters are adjusted by applying a trained machine learning algorithm to the sensor data.
10. A method for improving sleep apnea by at least two nerve stimulators configured to stimulate at least two cranial or peripheral nerves already implanted or positioned on a patient comprising:
receiving, by a system comprising a processor, sensor data from at least a pharyngeal manometry sensor that is external to the at least two nerve stimulators, the pharyngeal manometry sensor data indicating the location in the pharynx where pressure has changed;
defining system stimulation parameters for programming each of the at least two nerve stimulators based on the location in the pharynx where pressure has changed as determined by the pharyngeal manometry sensor data; and
applying the stimulation parameters to the at least two nerve stimulators to improve the patient's obstructive sleep apnea.
11. The method of claim 10 , wherein the defining further comprises adjusting the stimulation parameters applied to the at least two nerve stimulators to titrate the at least two nerve stimulators.
12. The method of claim 11 , wherein the adjusted stimulation parameters are received by the at least two nerve stimulators according to a short-range wireless connection and/or a wired connection.
13. The method of claim 11 , wherein the at least two nerve stimulators is titrated responsive to the sensor data.
14. The method of claim 10 , wherein the defining further comprises applying a trained machine learning algorithm to the sensor data.
15. The method of claim 10 , wherein the sensor data is indicative of an arousal from sleep of the patient.
16. The method of claim 10 , wherein the sensor data further comprises polysomnography data.
17. The method of claim 16 , wherein the polysomnography data includes electroencephalogram data, electrooculography data, electromyogram data, electrocardiogram data, respiratory inductance plethysmography data, nasal airflow data, blood oxygen desaturation or combinations thereof.
18. The method of claim 10 , wherein defining further comprises adjusting the stimulation parameters of each of the at least two nerve stimulators.
19. The method of claim 18 , wherein the adjusting further comprises adjusting the stimulation parameters of one of the at least two nerve stimulators based on adjusted stimulation parameters of another of the at least two nerve stimulators.
20. The system of claim 1 , wherein the sensor data comprises esophageal manometry data and the sensor is an esophageal sensor.
21. The system of claim 1 , wherein the sensor data comprises polysomnography data, esophageal manometry data, in addition to the pharyngeal manometry data.
22. A system for determining stimulation parameters for at least two nerve stimulators configured to stimulate at least two cranial or peripheral nerves already implanted or positioned on a patient to improve obstructive sleep apnea comprising:
a non-transitory memory storing instructions; and
a processor to execute the instructions to:
receive sensor data comprising at least an esophageal manometry data from an esophageal manometry sensor that is external to the at least two nerve stimulators, the sensor data at least indicative of a decrease in airflow due to pharyngeal obstruction; and
define the stimulation parameters for programming the at least two nerve stimulators based on the esophageal manometry data to improve the patient's obstructive sleep apnea, the at least two nerve stimulators configured to stimulate different cranial or peripheral nerves.