Hydration measurement using optical sensors
The present disclosure provides a physiological monitoring system that can include a hardware processor. The hardware processor can access first optical data corresponding to a water-dependent radiation wavelength attenuated through a medium and detected at a detector. The hardware processor can access second optical data corresponding to a water-independent radiation wavelength attenuated through the medium and detected at the detector. The hardware processor can determine a hydration index of the medium based on the first and second optical data.
1 . A physiological monitoring system for non-invasively monitoring a subject's hydration, the physiological monitoring system comprising:
a wearable device configured to secure to a subject, the wearable device comprising:
one or more optical emitters configured to emit optical radiation toward a tissue of the subject, wherein the optical radiation includes a water-dependent wavelength and a water-independent wavelength, wherein the water-dependent wavelength is between 900 nm and 1400 nm, wherein the water-independent wavelength is between 600 nm and 700 nm; and
one or more optical detectors configured to:
detect the optical radiation emitted by the one or more optical emitters after attenuation through the tissue of the subject; and
generate optical data in response to detecting the optical radiation; and
one or more hardware computer processors configured to:
access the optical data;
determine a water-dependent optical parameter based on the optical data corresponding to the water-dependent wavelength;
determine a water-independent optical parameter based on the optical data corresponding to the water-independent wavelength;
determine a hydration index of the subject based on normalizing the water-dependent optical parameter with the water-independent optical parameter; and
generate user interface data for rendering an indication of the hydration index on a display.
2 . The physiological monitoring system of claim 1 , wherein normalizing the water-dependent optical parameter with the water-independent optical parameter includes dividing the water-dependent optical parameter by the water-independent optical parameter.
3 . The physiological monitoring system of claim 1 , wherein normalizing the water-dependent optical parameter with the water-independent optical parameter includes subtracting the water-independent optical parameter from the water-dependent optical parameter.
4 . The physiological monitoring system of claim 1 , wherein the water-dependent optical parameter corresponds to an optical intensity of the water-dependent wavelength of the optical radiation detected by the one or more optical detectors, and wherein the water-independent optical parameter corresponds to an optical intensity of the water-independent wavelength of the optical radiation detected by the one or more optical detectors.
5 . The physiological monitoring system of claim 1 , wherein the water-dependent optical parameter corresponds to an absorption of the water-dependent wavelength of the optical radiation by the tissue, and wherein the water-independent optical parameter corresponds to an absorption of the water-independent wavelength of the optical radiation by the tissue.
6 . The physiological monitoring system of claim 1 , wherein the water-dependent wavelength of the optical radiation is sensitive to absorption by water, and wherein absorption of the water-independent wavelength of the optical radiation is substantially unaffected by water.
7 . The physiological monitoring system of claim 1 , wherein the one or more hardware computer processors is further configured to:
access reference optical data corresponding to other radiation attenuated through a reference medium, wherein the other radiation includes the water-dependent wavelength and water-independent wavelength;
determine the water-dependent optical parameter based on normalizing the optical data corresponding to the water-dependent wavelength with the reference optical data corresponding to the water-dependent wavelength; and
determine the water-independent optical parameter based on normalizing the optical data corresponding to the water-independent wavelength with the reference optical data corresponding to the water-independent wavelength.
8 . The physiological monitoring system of claim 7 , wherein the optical data corresponds to an optical density of the tissue, and wherein the reference optical data corresponds to an optical density of the reference medium.
9 . The physiological monitoring system of claim 1 , wherein the one or more hardware computer processors is further configured to:
determine a second water-dependent optical parameter based on a second water-dependent wavelength of the optical radiation;
determine a second water-independent optical parameter based on a second water-independent wavelength of the optical radiation; and
determine the hydration index based on normalizing a difference between the water-dependent optical parameter and the second water-dependent optical parameter with a difference between the water-independent optical parameter and the second water-independent optical parameter.
10 . The physiological monitoring system of claim 9 , wherein the second water-dependent wavelength of the optical radiation is between 900 nm and 1000 nm.
11 . The physiological monitoring system of claim 9 , wherein the second water-independent wavelength of the optical radiation is between 600 nm and 700 nm.
12 . The physiological monitoring system of claim 9 , wherein the water-dependent optical parameter corresponds to an estimated area integrated under an absorption curve between the water-dependent wavelength and the second water-dependent wavelength.
13 . The physiological monitoring system of claim 9 , wherein the water-independent optical parameter corresponds to an estimated area integrated under an absorption curve between the water-independent wavelength and the second water-independent wavelength.
14 . The physiological monitoring system of claim 1 , wherein the one or more hardware computer processors is further configured to:
access reference optical data corresponding to other radiation attenuated through a reference medium, wherein the other radiation includes the water-dependent wavelength, a second water-dependent wavelength, the water-independent wavelength, and a second water-independent wavelength, wherein the optical radiation includes the second water-dependent wavelength and the second water-independent wavelength;
determine the water-dependent optical parameter based on normalizing the optical data corresponding to the water-dependent wavelength with the reference optical data corresponding to the water-dependent wavelength;
determine a second water-dependent optical parameter based on normalizing the optical data corresponding to the second water-dependent wavelength with the reference optical data corresponding to the second water-dependent wavelength;
determine the water-independent optical parameter based on normalizing the optical data corresponding to the water-independent wavelength with the reference optical data corresponding to the water-independent wavelength;
determine a second water-independent optical parameter based on normalizing the optical data corresponding to the second water-independent wavelength with the reference optical data corresponding to the second water-independent wavelength; and
determine the hydration index of the tissue based on normalizing a difference between the water-dependent optical parameter and the second water-dependent optical parameter with a difference between the water-independent optical parameter and the second water-independent optical parameter.
15 . The physiological monitoring system of claim 14 , wherein the water-dependent wavelength of the optical radiation is 970 nm, wherein the second water-dependent wavelength of the optical radiation is 905 nm, wherein the water-independent wavelength of the optical radiation is 620 nm, and wherein the second water-independent wavelength of the optical radiation is 660 nm.
16 . A method of non-invasively monitoring a subject's hydration, the method comprising:
emitting, by one or more optical emitters, optical radiation toward a tissue of a subject, wherein the optical radiation includes a water-dependent wavelength and a water-independent wavelength, wherein the water-dependent wavelength is between 900 nm and 1400 nm, wherein the water-independent wavelength is between 600 nm and 700 nm;
detecting, by one or more optical detectors, the optical radiation emitted after attenuation through the tissue of the subject;
generating optical data in response to detecting the optical radiation;
determining a water-dependent optical parameter based on the optical data corresponding to the water-dependent wavelength;
determining a water-independent optical parameter based on the optical data corresponding to the water-independent wavelength;
determining a hydration index of the subject based on normalizing the water-dependent optical parameter with the water-independent optical parameter;
generating user interface data for rendering an indication of the hydration index on a display; and
displaying, via the display, the indication of the hydration index.
17 . The method of claim 16 further comprising:
determining a second water-dependent optical parameter based on a second water-dependent wavelength of the optical radiation;
determining a second water-independent optical parameter based on a second water-independent wavelength of the optical radiation; and
determining the hydration index based on normalizing a difference between the water-dependent optical parameter and the second water-dependent optical parameter with a difference between the water-independent optical parameter and the second water-independent optical parameter.
18 . The method of claim 17 , wherein the second water-dependent wavelength of the optical radiation is between 900 nm and 1000 nm.
19 . Non-transitory computer-readable media including computer-executable instructions that, when executed by a computing system, cause the computing system to perform operations comprising:
emitting, by one or more optical emitters, optical radiation toward a tissue of a subject, wherein the optical radiation includes a water-dependent wavelength and a water-independent wavelength, wherein the water-dependent wavelength is between 900 nm and 1400 nm, wherein the water-independent wavelength is between 600 nm and 700 nm;
detecting, by one or more optical detectors, the optical radiation emitted after attenuation through the tissue of the subject;
generating optical data in response to detecting the optical radiation;
determining a water-dependent optical parameter based on the optical data corresponding to the water-dependent wavelength;
determining a water-independent optical parameter based on the optical data corresponding to the water-independent wavelength;
determining a hydration index of the subject based on normalizing the water-dependent optical parameter with the water-independent optical parameter;
generating user interface data for rendering an indication of the hydration index on a display; and
displaying, via the display, the indication of the hydration index.
20 . The non-transitory computer-readable media of claim 19 , wherein the computer-executable instructions, when executed by the computing system, cause the computing system to perform operations comprising:
determining a second water-dependent optical parameter based on a second water-dependent wavelength of the optical radiation;
determining a second water-independent optical parameter based on a second water-independent wavelength of the optical radiation; and
determining the hydration index based on normalizing a difference between the water-dependent optical parameter and the second water-dependent optical parameter with
a difference between the water-independent optical parameter and the second water-independent optical parameter.