Pain management based on emotional expression measurements
This document discusses, among other things, systems and methods for managing pain in a subject. A system may include one or more sensors configured to sense from the subject information corresponding to emotional reaction to pain, such as emotional expression. The emotional expression includes facial or vocal expression. A pain analyzer circuit may generate a pain score using signal metrics of facial or vocal expression extracted from the sensed information. The pain score may be output to a user or a process. The system may additionally include a neurostimulator that can adaptively control the delivery of pain therapy by automatically adjusting stimulation parameters based on the pain score.
1. A system for managing pain of a patient, the system comprising:
a mobile device configured to receive a facial or vocal expression signal of the patient, and to generate from the facial or vocal expression signal two or more signal metrics indicative of pain; and
an ambulatory medical device configured to compute a pain score using a weighted combination of the two or more signal metrics, and to deliver a pain therapy to the patient based on the pain score.
2. The system of claim 1 , wherein the mobile device includes a microphone configured to, in response to patient input, acquire a speech signal from the patient.
3. The system of claim 2 , wherein the two or more signal metrics include one or more speech motor control metrics generated from the speech signal including one or more of speed, volume, pitch, inclination, regularity, or a degree of coordination during speech.
4. The system of claim 2 , wherein the mobile device is configured to:
acquire the speech signal when the patient is prompted to verbally describe pain sensation; and
recognize from the speech signal one or more pain characteristics including pain intensity, pain duration, or a pain sensation pattern, the two or more signal metrics including the one or ore pain characteristics.
5. The system of claim 1 , wherein the mobile device includes a camera configured to, in response to patient input, to acquire a facial image or video of the patient.
6. The system of claim 5 , wherein the two or more signal metrics include one or more facial expression metrics generated from the facial image or video including a spatial or temporal change of a facial landmark.
7. The system of claim 1 , wherein the mobile device is configured to generate a notification to the patient about the pain score.
8. The system of claim 1 , wherein the mobile device is configured to generate a recommendation for adjusting the pain therapy, and to prompt the patient to provide, and receive therefrom, a confirmation or medication of the recommended adjustment of the pain therapy.
9. The system of claim 1 , comprising an accelerometer configured to sense a skull vibration signal during speech, wherein the ambulatory medical device is configured to compute the pain score further using the sensed skull vibration signal.
10. The system of claim 1 , wherein the ambulatory medical device is configured to deliver the pain therapy including electrostimulation energy, and to adjust electrostimulation energy in accordance with the pain score.
11. A method for managing pain of a patient using an ambulatory medical device communicatively coupled to a mobile device, the method comprising:
receiving a facial or vocal expression signal of the patient;
generating from the facial or vocal expression signal two or more signal metrics indicative of pain;
computing a pain score using a weighted combination of the two or more signal metrics; and
delivering a pain therapy to the patient based on the pain score.
12. The method of claim 11 , wherein the two or more signal metrics include one or more speech motor control metrics including speed, volume, pitch, inclination, regularity, and degree of coordination during speech.
13. The method of claim 11 , comprising:
prompting, via the mobile device, the patient to verbally describe pain sensation;
acquiring a speech signal including patient verbal description of the pain sensation; and
recognizing from the speech signal one or more pain characteristics including pain intensity, pain duration, or a pain sensation pattern;
wherein the two or more signal metrics include the one or more pain characteristics.
14. The method of claim 11 , comprising:
generating a recommendation to the patient for adjusting the pain therapy; and
prompting the patient to provide, and receiving therefrom, confirmation or modification of the recommended adjustment of the pain therapy.
15. The method of claim 11 , comprising:
sensing from the patient a skull vibration signal during speech using an accelerometer; and
computing the pain score further using the skull vibration signal.
16. A non-transitory machine-readable storage medium that includes instructions that, when executed by one or more processors of a machine, cause the machine to perform operations comprising:
receiving a facial or vocal expression signal of a patient;
generating from the facial or vocal expression signal two or more signal metrics indicative of pain;
computing a pain score using a weighted combination of the two or more signal metrics; and
generating a control signal to deliver a pain therapy to the patient based on the pain score.
17. The non-transitory machine-readable storage medium of claim 16 , wherein the two or more signal metrics include one or more speech motor control metrics including speed, volume, pitch, inclination, regularity, and degree of coordination during speech.
18. The non-transitory machine-readable storage medium of claim 16 , wherein the instructions cause the machine to perform operations further comprising:
prompting the patient to verbally describe pain sensation;
acquiring a speech signal including patient verbal description of pain sensation; and
recognizing from the speech signal one or more pain characteristics including pain intensity, pain duration, or pattern of pain sensation;
wherein the two or more signal metrics include the one or more pain characteristics.
19. The non-transitory machine-readable storage medium of claim 16 , wherein the instructions cause the machine to perform operations further comprising:
generating a recommendation to the patient for adjusting the pain therapy; and
prompting the patient to provide, and receiving therefrom, adjustment or a confirmation of the recommended adjustment of the pain therapy.
20. The non-transitory machine-readable storage medium of claim 16 , wherein the instructions cause the machine to perform operations further comprising:
sensing from the patient a skull vibration signal during speech using an accelerometer; and
computing the pain score further using the skull vibration signal.