Method and system for cardiovascular disease assessment and management
An embodiment of a method for assessing cardiovascular disease in a user with a body region using a mobile computing device including a camera module, includes receiving a time series of image data of a body region of the user, the time series of image data captured during a time period; generating a photoplethysmogram dataset from the time series of image data; generating a processed PPG dataset; determining a cardiovascular parameter value of the user based on the processed PPG dataset; fitting a chronobiological model to (1) the cardiovascular parameter value, and (2) a subsequent cardiovascular parameter value, characterizing a cardiovascular parameter variation over time of the user based on the fitted chronobiological model; and presenting an analysis of the cardiovascular parameter variation to the user at the mobile computing device.
1. A method comprising:
for each of a first and second time period:
receiving a time series of data of a body region of a user, the time series of data associated with the respective time period;
generating a photoplethysmogram (PPG) dataset from the time series of data; and
determining a cardiovascular parameter value of the user based on the PPG dataset, the cardiovascular parameter value associated with the respective time period; and
using a chronobiological model, determining a cardiovascular metric based on (1) the cardiovascular parameter value associated with the first time period, and (2) the cardiovascular parameter value associated with the second time period.
2. The method of claim 1 , wherein determining the cardiovascular metric comprises fitting the chronobiological model to (1) the cardiovascular parameter value associated with the first time period, and (2) the cardiovascular parameter value associated with the second time period.
3. The method of claim 1 , wherein the cardiovascular metric is based on a cardiovascular parameter variation over time.
4. The method of claim 1 , wherein the time series of data is a time series of image data sampled using a camera of a mobile device.
5. The method of claim 1 , further comprising determining an analysis of the cardiovascular metric, wherein the analysis of the cardiovascular metric is based on a comparison between the cardiovascular metric of the user and a second cardiovascular metric associated with a second user.
6. The method of claim 1 , further comprising:
identifying a cardiovascular risk level based on the cardiovascular metric; and
when the cardiovascular risk level exceeds a threshold risk, automatically prompting adjustment of an environmental aspect associated with the user, the environmental aspect comprising at least one of: lighting, temperature, or an audio stimulus.
7. The method of claim 1 , further comprising determining a degree of cardiovascular parameter value dip associated with the second time period, wherein the cardiovascular metric is determined based on the degree of cardiovascular parameter value dip.
8. The method of claim 1 , wherein the cardiovascular parameter value comprises at least one of a blood pressure value or a heart rate value.
9. The method of claim 1 , further comprising, for each of the first and second time periods, fitting a harmonic cosinor model to the PPG dataset associated with the respective time period, wherein the cardiovascular parameter value of the user associated with the respective time period is determined based on the fitted harmonic cosinor model.
10. The method of claim 9 , wherein the harmonic cosinor model is selected based on the respective time period.
11. The method of claim 1 , further comprising automatically providing a medical recommendation based on the cardiovascular metric.
12. The method of claim 1 , further comprising automatically facilitating a digital communication between the user and a care provider based on the cardiovascular metric.
13. The method of claim 1 , further comprising determining an optimal number of time periods based on the chronobiological model, wherein a cardiovascular parameter value of the user is determined for each of the time periods.