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 system comprising:
a camera module configured to:
for each of a first and second time period, sample a time series of image data of a body region of a user, the time series of image data associated with the respective time period;
a processing system configured to:
for each of the first and second time periods:
generate a photoplethysmogram (PPG) dataset from the time series of image data associated with the respective time period; and
determine a cardiovascular parameter value of the user based on the PPG dataset, the cardiovascular parameter value associated with the respective time period;
fit a 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; and
characterize a cardiovascular parameter variation over time of the user based on the fitted model.
2. The system of claim 1 , wherein the model is a chronobiological model.
3. The system of claim 1 , wherein the processing system is further configured to determine an analysis of the cardiovascular parameter variation over time.
4. The system of claim 3 , wherein the analysis of the cardiovascular parameter variation over time comprises a warning when a dip in the cardiovascular parameter value is less than a threshold.
5. The system of claim 1 , wherein the processing system is further configured to, for each of the first and second time periods:
identify a body region placement error based on a two-dimensional distribution of intensity variation of the time series of image data associated with the respective time period; and
correct the PPG dataset associated with the respective time period based on the body region placement error, wherein the respective cardiovascular parameter value of the user is determined based on the corrected PPG dataset.
6. The system of claim 1 , wherein the processing system is further configured to:
determine sleep phase information associated with the user; and
present, based on the sleep phase information, a notification to the user at a mobile device, the notification prompting the user to sample the time series of image data at the camera module.
7. The system of claim 1 , wherein the first time period comprises a daytime period, and wherein the second time period comprises a nighttime period.