Adapting Quantization
US-2016100166-A1 · Apr 7, 2016 · US
US9848780B1 · US · B1
| Field | Value |
|---|---|
| Publication number | US-9848780-B1 |
| Application number | US-201514681625-A |
| Country | US |
| Kind code | B1 |
| Filing date | Apr 8, 2015 |
| Priority date | Apr 8, 2015 |
| Publication date | Dec 26, 2017 |
| Grant date | Dec 26, 2017 |
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This document describes assessing cardiovascular function using an optical sensor, such as through sensing relevant hemodynamics understood by pulse transit times, blood pressures, pulse-wave velocities, and, in more breadth, ballistocardiograms and pressure-volume loops. The techniques disclosed in this document use various optical sensors to sense hemodynamics, such as skin color and skin and other organ displacement. These optical sensors require little if any risk to the patient and are simple and easy for the patient to use.
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What is claimed is: 1. A method comprising: receiving, by a computing device and from one or more optical sensors operatively coupled to the computing device, multiple images captured external to a patient by the one or more optical sensors over millisecond-range or faster timeframes, the multiple images recording a color or displacement corresponding to an organ or structure of the patient; calculating at least one of a change in size, a change in volume, or a change in location of the organ or structure of the patient by: analyzing the multiple images to determine the color or displacement corresponding to the organ or structure in different said images; correlating the determined color or displacement with associated times of the different said images; and comparing the determined color or displacement associated with different said times to determine at least one of a maximum, minimum, or median of the determined color or displacement across the multiple images; determining, based on the calculated at least one change in size, volume, or location, at least one measurement indicative of cardiac function of the patient; and displaying a user interface to present the at least one measurement. 2. The method of claim 1 , wherein the one or more optical sensors are hyperspectral cameras recording images in an ultraviolet, visible, or infrared optical wavelength and calculating the at least one change in size, volume, or location is based on the images recorded in the ultraviolet, visible, or infrared optical wavelength. 3. The method of claim 1 , wherein the calculated at least one change in size, volume, or location indicates a blood force or mechanical vibration enabling a ballistocardiogram to be determined, and the method further comprises determining and providing the ballistocardiogram for the patient. 4. The method of claim 1 , further comprising projecting structured light on regions of the patient corresponding to the organ or structure effective to enable capture of images having surface information enabling depth and surface changes for the organ or structure of the patient to be calculated. 5. The method of claim 4 , wherein the images having the surface information are the multiple images and calculating the at least one change in size, volume, or location is based on the surface information. 6. The method of claim 4 , wherein the images having the surface information are not the multiple images, and the method further comprises calculating the at least one change in size, volume, or location using both the multiple images and the images having the surface information. 7. The method of claim 1 , further comprising: determining the at least one measurement indicative of the cardiac function of the patient at a plurality of different times; and determining a trend in cardiovascular health of the patient based on the determined measurements at the plurality of different times. 8. A system comprising: a processor; and a memory having stored thereon computer-readable instructions that are executable by the processor to perform operations comprising: receiving, from one or more optical sensors external to a patient, multiple images captured over millisecond-range or faster timeframes by the one or more optical sensors, the multiple images recording a color or displacement corresponding to an organ or structure of the patient; calculating at least one of a change in size, a change in volume, or a change in location of the organ or structure of the patient by: analyzing the multiple images to determine the color or displacement corresponding to the organ or structure in different said images; correlating the determined color or displacement with associated times of the different images; comparing the determined color or displacement associated with different said times; and determining at least one of a maximum, minimum, or median of the determined color or displacement across the multiple images based on the comparing; determining, based on the calculated at least one change in size volume, or location, at least one measurement indicative of cardiac function of the patient; and generating a user interface for display that is configured to present the at least one measurement. 9. The system of claim 8 , wherein the operations further comprise displaying the generated user interface to present the at least one measurement. 10. The system of claim 8 , wherein the one or more optical sensors are hyperspectral cameras recording images in an ultraviolet, visible, or infrared optical wavelength and calculating the at least one change in size, volume, or location is based on the images recorded in the ultraviolet, visible, or infrared optical wavelength. 11. The system of claim 8 , wherein the calculated at least one change in size, volume, or location indicates a blood force or mechanical vibration enabling a ballistocardiogram to be determined, and the operations further comprise determining and providing the ballistocardiogram for the patient. 12. The system of claim 8 , wherein the operations further comprise projecting structured light on regions of the patient corresponding to the organ or structure effective to enable capture of images having surface information enabling depth and surface changes for the organ or structure of the patient to be calculated. 13. The system of claim 12 , wherein the images having the surface information are the multiple images and calculating the at least one change in size, volume, or location is based on the surface information. 14. The system of claim 12 , wherein the images having the surface information are not the multiple images, and the operations further comprise calculating the at least one change in size, volume, or location using both the multiple images and the images having the surface information. 15. The system of claim 8 , wherein the operations further comprise: determining the at least one measurement indicative of the cardiac function of the patient at a plurality of different times; and determining a trend in cardiovascular health of the patient based on the determined measurements at the plurality of different times. 16. A method implemented by a computing device, the method comprising: capturing multiple images external to a patient with one or more optical sensors operatively coupled to the computing device, the multiple images recording a color or displacement of at least one region of the patient that corresponds to an organ or structure of the patient; receiving, by the computing device and from one or more optical sensors, the multiple images; determining the color or displacement of the at least one region that corresponds to the organ or structure in different said images; correlating the determined color or displacement to associated times of the different said images; calculating at least one of a change in size, a change in volume, or a change in location of the organ or structure of the patient by comparing the determined color or displacement of the at least one region over the correlated times to determine at least one of a maximum, minimum, or median of the determined color or displacement of the at least one region across the multiple images; determining at least one measurement indicative of cardiac function of the patient based on the calculated at least one change in size, volume, or location; and displaying a user interface to present the at least one measurement. 17. The method of claim 16 , wherein the one or more optical sensors are hyperspectral cameras recording ima
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