Acceleration based patient weight determination
Systems and methods are disclosed to determine a measure of patient weight using existing medical device sensors, comprising receiving acceleration information of a patient and, if a value of the acceleration information exceeds an activity threshold over a measurement window, detecting patient steps in the measurement window using the acceleration information, determining a patient step rate over the measurement window using the detected patient steps, determining a measure of patient step force for the measurement window, and determining a measure of patient weight using the determined patient step rate and measure of patient step force.
1. A medical device configured to control determination of a measure of patient weight to reduce measurement error, the medical device comprising:
a signal receiver circuit configured to receive acceleration information of a patient; and
an assessment circuit configured to determine a value of the acceleration information and, in response to the value of the acceleration information exceeding an activity threshold, to:
detect patient steps in a measurement window using the acceleration information; and
using the detected patient steps:
determine a patient step rate over the measurement window; and
determine a measure of patient step force for the measurement window,
wherein the assessment circuit is configured to determine the measure of patient weight using the determined patient step rate and measure of patient step force and to control determination of the measure of patient weight to reduce measurement error.
2. The medical device of claim 1 , wherein the assessment circuit is configured to:
determine patient step rates and measures of patient step force for a plurality of respective measurement windows;
bin the determined measures of patient step force into one of a set of bins according to the determined patient step rate for the respective measurement window; and
determine the measure of patient weight using the determined measures of patient step force of at least one of the set of bins.
3. The medical device of claim 2 , wherein the assessment circuit is configured to:
determine patient step rates and measures of patient step force for the plurality of respective measurement windows over a plurality of days;
determine daily measures of patient step force for each of the set of bins having determined measures of patient step force for a respective day; and
determine the measure of patient weight using the determined daily measures of patient step force of one of the set of bins.
4. The medical device of claim 2 , wherein the measure of patient weight comprises a change in patient weight, and
wherein the assessment circuit is configured to:
determine a measure of change of the determined measures of patient step force for one of the set of bins over time; and
determine the change in patient weight using the determined measure of change.
5. The medical device of claim 4 , wherein the assessment circuit is configured to determine at least one of:
an intra-day change in patient weight using a change in determined measures of patient step force for one of the set of bins occurring over one day;
a short-term change in patient weight using a change in determined measures of patient step force for one of the set of bins occurring over a first period of time comprising multiple days; or
a long-term change in patient weight using a change in determined measures of patient step force for one of the set of bins occurring over a second period of time longer than the first period of time.
6. The medical device of claim 2 , wherein the assessment circuit is configured to:
bin the determined measures of patient step force into one of the set of bins according to the determined patient step rate for the respective measurement window and at least one of a time-of-day of the measurement window and a length of the measurement window; and
determine the measure of patient weight using the determined measures of patient step force of one of the set of bins corresponding to at least one of a specified time-of-day or a specified length of the measurement window.
7. The medical device of claim 6 , wherein the set of bins correspond to different ranges of patient step rates and periods of the day, comprising:
a first bin corresponding to a first range of patient step rates and a first period of the day and a first length of the measurement window; and
at least one of:
a second bin corresponding to the first range of patient step rates and the first period of the day and a second length of the measurement window;
a third bin corresponding to the first range of patient step rates and a second period of the day and the first length of the measurement window;
a fourth bin corresponding to a second range of patient step rates and the first period of the day and the first length of the measurement window;
a fifth bin corresponding to the first range of patient step rates and the second period of the day and the second length of the measurement window; or
a sixth bin corresponding to the second range of patient step rates and the first period of the day and the second length of the measurement window.
8. The medical device of claim 7 , wherein the first range of patient step rates comprises between 40 and 60 steps per minute and the second range of patient step rates comprises between 60 and 90 steps per minute, and
wherein the first period of the day comprises a morning period of the day and the second period of the day comprises an evening period of the day.
9. The medical device of claim 2 , wherein the set of bins correspond to different ranges of patient step rates, comprising:
a first bin corresponding to a first range of patient step rates; and
a second bin corresponding to a second range of patient step rates higher than the first range, and
wherein the assessment circuit is configured to determine the measure of patient weight using the determined measures of patient step force of the first and second bins, with priority to the determined measures of patient step force of the first bin corresponding to the first range of patient step rates lower in determination of the measure of patient weight than the second range of patient step rates.
10. The medical device of claim 1 , wherein the assessment circuit is configured to:
determine a patient walking speed over the measurement window using the determined patient step rate over the measurement window; and
determine the measure of patient weight using the determined patient walking speed and measure of patient step force.
11. The medical device of claim 1 , wherein the medical device comprises an implantable medical device configured to be implanted in a body of the patient,
wherein the implantable medical device comprises an accelerometer sensor configured to sense acceleration information of the patient, and
wherein the signal receiver circuit is configured to receive the acceleration information from the accelerometer sensor.
12. The medical device of claim 1 , wherein the signal receiver circuit is configured to receive impedance information of the patient, and
wherein the assessment circuit is configured to determine an indication of patient fluid retention using the received impedance information and the determined measure of patient weight.
13. The medical device of claim 1 , wherein the assessment circuit is configured to receive an indication of patient treatment, and to determine a treatment efficacy using the determined measure of patient weight following treatment.
14. The medical device of claim 1 , wherein the signal receiver circuit is configured to receive heart sound information of the patient, and
wherein the assessment circuit is configured to determine an indication of heart failure using the received heart sound information and the determined measure of patient weight.
15. A method to control determination of a measure of patient weight to reduce measurement error, the method comprising:
receiving acceleration information of a patient;
determining, using an assessment circuit, a value of the acceleration information over a measurement window and, in response to the value of the acceleration information exceeding an activity threshold over the measurement window:
detecting patient steps in the measurement window using the acceleration information;
determining a patient step rate over the measurement window using the detected patient steps; and
determining a measure of patient step force for the measurement window; and
determining, using the assessment circuit, the measure of patient weight using the determined patient step rate and measure of patient step force and to control determination of the measure of patient weight to reduce measurement error.
16. The method of claim 15 , comprising:
determining, using the assessment circuit, patient step rates and measures of patient step force for a plurality of respective measurement windows; and
binning the determined measures of patient step force, using the assessment circuit, into one of a set of bins according to the determined patient step rate for the respective measurement window,
wherein determining the measure of patient weight comprises using the determined measures of patient step force of at least one of the set of bins.
17. The method of claim 16 , wherein determining patient step rates and measures of patient step force comprises determining patient step rates and measures of patient step force for the plurality of respective measurement windows over a plurality of days, wherein the method comprises:
determining daily measures of patient step force for each of the set of bins having determined measures of patient step force for a respective day,
wherein determining the measure of patient weight comprises using the determined daily measures of patient step force of one of the set of bins.
18. The method of claim 16 , comprising determining, using the assessment circuit, a measure of change of the determined measures of patient step force for one of the set of bins over time,
wherein determining the measure of patient weight comprises determining a change in patient weight using the determined measure of change.
19. The method of claim 16 , wherein binning the determined measures of patient step force comprises binning the determined measures of patient step force into one of the set of bins according to the determined patient step rate for the respective measurement window and a time-of-day of the measurement window, and
wherein determining the measure of patient weight comprises using the determined measures of patient step force of one of the set of bins at a specified time-of-day.
20. The method of claim 16 , wherein the set of bins correspond to different ranges of patient step rates, comprising:
a first bin corresponding to a first range of patient step rates; and
a second bin corresponding to a second range of patient step rates higher than the first range, and
wherein determining the measure of patient weight comprises using the determined measures of patient step force of the first and second bins, with priority to the determined measures of patient step force of the first bin corresponding to the first range of patient step rates lower in determination of the measure of patient weight than the second range of patient step rates.