CN114027830A - Arterial blood oxygen saturation measuring method and device and electronic equipment - Google Patents

Arterial blood oxygen saturation measuring method and device and electronic equipment Download PDF

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Publication number
CN114027830A
CN114027830A CN202111270284.2A CN202111270284A CN114027830A CN 114027830 A CN114027830 A CN 114027830A CN 202111270284 A CN202111270284 A CN 202111270284A CN 114027830 A CN114027830 A CN 114027830A
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blood oxygen
skin color
measurement data
measurement
oxygen saturation
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张旭
马胜才
叶继伦
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Shenzhen University
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Shenzhen University
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/1455Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters
    • A61B5/14551Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue using optical sensors, e.g. spectral photometrical oximeters for measuring blood gases
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Detecting, measuring or recording devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/1032Determining colour for diagnostic purposes
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/145Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue
    • A61B5/14542Measuring characteristics of blood in vivo, e.g. gas concentration, pH value; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid, cerebral tissue for measuring blood gases

Abstract

The invention discloses an arterial blood oxygen saturation measuring method, which comprises the following steps: acquiring measurement data of the blood oxygen saturation of a person to be measured through a photoelectric pulse oximeter; obtaining skin color information of a person to be tested, and selecting a calibration curve according to the skin color information; and substituting the measurement data into the calibration curve to obtain the arterial blood oxygen saturation measurement result of the person to be measured. The invention calibrates the blood oxygen measurement results of the people to be measured with different skin colors to obtain more accurate measurement results, effectively solves the problem of larger difference of the blood oxygen measurement accuracy of the people with different skin colors, and improves the comprehensive measurement accuracy of the photoelectric pulse oximeter.

Description

Arterial blood oxygen saturation measuring method and device and electronic equipment
Technical Field
The invention relates to the field of medical equipment, in particular to a method and a device for measuring arterial blood oxygen saturation and electronic equipment.
Background
Pulse oximetry is the percentage of total hemoglobin that is bound oxygenated hemoglobin in the blood, i.e., the blood oxygen concentration in the blood, which is an important physiological parameter in the respiratory cycle. Many clinical diseases cause oxygen supply deficiency, which directly affects normal metabolism of cells and seriously threatens human life, so that blood oxygen saturation monitoring is very important in clinical relevant treatment. Currently, the common instruments for monitoring pulse oximeters on the market are photoelectric pulse oximeters and blood gas analyzers. The blood gas analyzer has the defects of invasive operation, incapability of continuously monitoring in real time and the like, and is only suitable for severe patients. The photoelectric pulse oximeter has the advantages of noninvasive continuous measurement, is used in large quantities in clinic, and has irreplaceable clinical status.
In clinical use, the photoelectric pulse oximeter in the market generally has the problem of large accuracy difference when measuring different skin color people, particularly, the measurement error of dark color people is large, and the wrong measurement result seriously influences the treatment and the rehabilitation of the patient, so that how to improve the pulse oximetry accuracy of the photoelectric pulse oximeter for different skin color people is very important.
Disclosure of Invention
In view of this, embodiments of the present invention provide a method, an apparatus, and an electronic device for measuring arterial blood oxygen saturation, so as to solve the problem that the accuracy of measuring the blood oxygen of people with different skin colors by using the conventional photoelectric pulse oximeter is difficult to guarantee.
In order to achieve the purpose, the invention provides the following technical scheme:
the embodiment of the invention provides an arterial blood oxygen saturation measuring method, which comprises the following steps:
acquiring measurement data of the blood oxygen saturation of a person to be measured through a photoelectric pulse oximeter;
obtaining skin color information of the person to be tested, and selecting a calibration curve according to the skin color information;
and substituting the measurement data into the calibration curve to obtain the arterial blood oxygen saturation measurement result of the person to be measured.
Optionally, the obtaining of the skin color information of the person to be tested and the selecting of the preset calibration curve according to the skin color information include:
establishing a calibration curve of the blood oxygen saturation corresponding to different skin color types according to different skin color crowds;
determining the skin color type of the person to be tested based on the skin color information;
and matching a corresponding calibration curve based on the skin color type.
Optionally, the establishing a calibration curve of blood oxygen saturation levels corresponding to different skin color types according to people with different skin colors includes:
acquiring blood oxygen measurement data and blood oxygen monitoring data of people with different skin colors at the same time, wherein the blood oxygen measurement data are obtained by measuring through a photoelectric pulse oximeter, and the blood oxygen monitoring data are obtained through a blood gas analyzer;
classifying the blood oxygen measurement data according to different skin color types;
and calibrating the blood oxygen monitoring data according to the classified blood oxygen measurement data, and generating a plurality of calibration curves according to the calibration result.
Optionally, the acquiring blood oxygen measurement data and blood oxygen monitoring data of people with different skin colors at the same time includes:
skin sampling is carried out on people with different skin colors to obtain skin sampling results, and the skin color type is determined according to the skin sampling results;
and respectively carrying out blood oxygen sampling on different skin color crowds at the same time through a photoelectric pulse oximeter and a blood gas analyzer according to skin color types to obtain the blood oxygen measurement data and the blood oxygen monitoring data corresponding to the different skin color types of crowds.
Optionally, the calibrating the blood oxygen monitoring data according to the classified blood oxygen measurement data, and generating a plurality of calibration curves according to the calibration result, includes:
dividing the blood oxygen measurement data into blood oxygen segments by taking the blood gas content as a standard;
extracting blood gas content in blood oxygen measurement data corresponding to the current skin color type, matching the blood gas content with the blood oxygen segment, and integrating the blood oxygen measurement data corresponding to the current skin color type according to a matching result;
and calibrating the blood oxygen monitoring data corresponding to the current skin color type according to the integrated blood oxygen measurement data to generate a calibration curve corresponding to the current skin color type.
Optionally, the determining the skin color type of the person to be tested based on the skin color information includes:
and matching the skin color information with a preset skin color classification rule to obtain a matching result, and determining the skin color type of the person to be tested according to the matching result.
Optionally, the arterial blood oxygen saturation measurement method further includes:
and preprocessing the measurement data.
The embodiment of the invention also provides an arterial blood oxygen saturation measuring device, which comprises:
the acquisition module is used for acquiring measurement data of the blood oxygen saturation of the person to be measured through the photoelectric pulse oximeter;
the matching module is used for acquiring the skin color information of the person to be detected and selecting a calibration curve according to the skin color information;
and the calibration module is used for substituting the measurement data into the calibration curve to obtain a final measurement result.
An embodiment of the present invention further provides an electronic device, including:
the device comprises a memory and a processor, wherein the memory and the processor are mutually connected in a communication manner, the memory stores measurement machine instructions, and the processor executes the measurement machine instructions so as to execute the arterial blood oxygen saturation measurement method provided by the embodiment of the invention.
Embodiments of the present invention further provide a measurement machine readable storage medium storing measurement machine instructions for causing the measurement machine to execute the arterial blood oxygen saturation measurement method provided by the embodiments of the present invention.
The technical scheme of the invention has the following advantages:
the invention relates to an arterial blood oxygen saturation measuring method, which comprises the steps of obtaining the measurement data of the blood oxygen saturation of a person to be measured through a photoelectric pulse oximeter; obtaining skin color information of a person to be tested, and selecting a calibration curve according to the skin color information; and substituting the measurement data into the calibration curve to obtain the arterial blood oxygen saturation measurement result of the person to be measured. The invention calibrates the blood oxygen measurement results of the people to be measured with different skin colors to obtain more accurate measurement results, effectively solves the problem of larger difference of the blood oxygen measurement accuracy of the people with different skin colors, and improves the comprehensive measurement accuracy of the photoelectric pulse oximeter.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and other drawings can be obtained by those skilled in the art without creative efforts.
FIG. 1 is a flow chart of a method of arterial oxygen saturation measurement in an embodiment of the invention;
FIG. 2 is a flowchart illustrating obtaining skin color information of a person to be measured and selecting a calibration curve according to the skin color information according to an embodiment of the present invention;
FIG. 3 is a flowchart illustrating a method for establishing a calibration curve of blood oxygen saturation corresponding to different skin color types according to different skin color people according to an embodiment of the present invention;
FIG. 4 is a flowchart illustrating the steps of obtaining blood oxygen measurement data and blood oxygen monitoring data of people with different skin colors at the same time according to an embodiment of the present invention;
FIG. 5 is a flowchart illustrating the steps of calibrating blood oxygen monitoring data according to the classified blood oxygen measurement data and generating a plurality of calibration curves according to the calibration results according to the embodiment of the present invention;
FIG. 6 is a flowchart illustrating determining a skin tone type of a person to be tested based on skin tone information according to an embodiment of the present invention
FIG. 7 is a schematic structural diagram of an arterial blood oxygen saturation measurement device according to an embodiment of the present invention;
fig. 8 is a schematic structural diagram of an electronic device in an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In accordance with an embodiment of the present invention, there is provided an arterial oxygen saturation measurement method embodiment, it is noted that the steps illustrated in the flowchart of the drawings may be performed in a measurement machine system such as a set of measurement machine executable instructions, and that while a logical order is illustrated in the flowchart, in some cases the steps illustrated or described may be performed in an order different than that presented herein.
In the present embodiment, there is provided an arterial blood oxygen saturation measurement method, as shown in fig. 1, including the steps of:
step S1: and measuring data of the blood oxygen saturation of the person to be measured is obtained through the photoelectric pulse oximeter.
Specifically, the basic principle of the electro-optical pulse oximeter is the lambert-beer law, which uses the absorption difference of oxygenated hemoglobin and non-oxygenated hemoglobin for different wavelengths of light. The amount of light absorbed during these pulsations is related to the oxygen content in the blood. The microprocessor calculates the ratio of the two spectra absorbed and compares the result with a table of saturation values stored in a memory, thereby obtaining the blood oxygen saturation.
A typical oximeter sensor has a pair of LEDs that face a photodiode through a translucent portion of the patient's body, typically the fingertip or earlobe. One of the LEDs is red, with a wavelength of 660 nm; the other is infrared, and the wavelength is 940 nm. The percentage of blood oxygen is calculated by measuring the two wavelengths of light having different absorbencies after they have passed through the body.
Step S2: and acquiring skin color information of the person to be detected, and selecting a calibration curve according to the skin color information. Specifically, the standard measurement curve is calibrated by using the measurement result of the standard blood gas analyzer as a reference to obtain a plurality of different measurement curves, and after the skin color information of the person to be measured is obtained, the calibration curve is selected according to the skin color, so that the result can be conveniently calibrated according to the calibration curve.
Step S3: and substituting the measurement data into the calibration curve to obtain the arterial blood oxygen saturation measurement result of the person to be measured. Specifically, the measurement result with higher accuracy is obtained by substituting the measurement data into the calibration curve and calibrating the calibration curve.
Through the steps S1 to S3, the method for measuring the arterial blood oxygen saturation provided by the embodiment of the present invention obtains a more accurate measurement result by calibrating the measurement results of the blood oxygen of the people to be measured with different skin colors, effectively solves the problem of large difference in the blood oxygen measurement accuracy of people with different skin colors, and improves the comprehensive measurement accuracy of the photoelectric pulse oximeter.
Specifically, in an embodiment, as shown in fig. 2, the step S2 includes the following steps:
step S21: and establishing a calibration curve of the blood oxygen saturation corresponding to different skin color types according to the population with different skin colors. Specifically, a sample database is established by collecting a large number of data samples; the data sample is obtained by selecting measurers with different skin colors according with the statistical significance quantity, respectively carrying out artificial respiration induced oxygen reduction operation on the measurers with different skin colors through international standard low blood oxygen authentication operation, respectively monitoring and recording the blood oxygen and blood gas of a volunteer through a photoelectric pulse oximeter and a blood gas analyzer at the same time, and storing the recorded result as a data sample to a database; and obtaining calibration curves of the blood oxygen saturation corresponding to different skin color types by extracting and analyzing data in the sample database.
Step S22: and determining the skin color type of the person to be tested based on the skin color information.
Step S23: and matching the corresponding calibration curve based on the skin color type.
Specifically, the calibration curve is obtained by analyzing a large number of data samples, and the corresponding calibration curve is selected according to the skin color of the person to be measured, so that the error caused by the skin color can be effectively reduced, and the measurement precision is improved.
Specifically, in an embodiment, as shown in fig. 3, the step S21 includes the following steps:
step S211: the method comprises the steps of obtaining blood oxygen measurement data and blood oxygen monitoring data of different skin color crowds at the same time, wherein the blood oxygen measurement data are obtained through measurement of a photoelectric pulse oximeter, and the blood oxygen monitoring data are obtained through a blood gas analyzer. Specifically, carry out real-time supervision to measurement personnel through photoelectricity pulse oximeter, carry out oximetry through blood gas analyzer extraction measurer's arterial blood, both go on at the same time, because blood gas analyzer's measuring result is comparatively accurate, can mark as the standard to photoelectricity pulse oximeter's monitoring data.
Step S212: the oximetry data is classified according to different skin tone types. Specifically, skin color has a large influence on the measurement result, so that the blood oxygen measurement data is classified according to the skin color type, and the calibration curves of different skin color types can be generated conveniently in the follow-up process.
Step S213: and calibrating the blood oxygen monitoring data according to the classified blood oxygen measurement data, and generating a plurality of calibration curves according to the calibration result. Specifically, the blood gas and the pulse blood oxygen recording value in the blood oxygen monitoring data are compared and analyzed according to the classified blood oxygen measurement data, and the measurement curves with different skin colors are obtained by calibrating on the basis of a standard curve through a mathematical method. Compared with a general standard measurement curve in the photoelectric pulse oximeter, the calibration curve has smaller error when monitoring the blood oxygen values of different skin color crowds.
Specifically, blood oxygen monitoring data and blood oxygen measurement data are obtained through the measurement of the photoelectric pulse oximeter and the blood gas analyzer respectively, the measurement result of the blood gas analyzer is accurate and can be used as a standard to calibrate the monitoring data of the photoelectric pulse oximeter, so that calibration curves of different skin colors can be obtained according to a standard curve inside the photoelectric pulse oximeter, and the measurement precision can be improved due to the fact that errors of the calibration curves are smaller when blood oxygen values of different skin color crowds are monitored.
Specifically, in an embodiment, the step S211, as shown in fig. 4, specifically includes the following steps:
step S2111: skin sampling is carried out on people with different skin colors, skin sampling results are obtained, and the skin color type is determined according to the skin sampling results. Specifically, the skin color is identified through an image identification technology, so that the skin color type is determined.
Step S2112: and respectively carrying out blood oxygen sampling on different skin color crowds at the same time through a photoelectric pulse oximeter and a blood gas analyzer according to skin color types to obtain blood oxygen measurement data and blood oxygen monitoring data corresponding to the different skin color types of crowds. Specifically, carry out real-time supervision to measurement personnel through photoelectricity pulse oximeter, carry out oximetry through blood gas analyzer extraction measurer's arterial blood, both go on at the same time, because blood gas analyzer's measuring result is comparatively accurate, can mark as the standard to photoelectricity pulse oximeter's monitoring data.
Specifically, the skin color types of the crowds with different skin colors are determined by collecting the skin color information of the crowds with different skin colors, so that the crowds can be classified according to the skin color types conveniently in the follow-up process; carry out real-time supervision to measurement personnel through photoelectricity pulse oximeter, extract the arterial blood of measurer through blood gas analyzer and carry out oximetry, both go on at the same time, because blood gas analyzer's measuring result is comparatively accurate, can mark as the standard to photoelectricity pulse oximeter's monitoring data, improve the accuracy.
Specifically, in an embodiment, the step S213, as shown in fig. 5, specifically includes the following steps:
step S2131: and (4) dividing blood oxygen segments for the blood oxygen measurement data by taking the blood gas content as a standard. Specifically, in consideration of individual differences, the blood oxygen value cannot be stabilized at a specific value through artificial induction, so that the blood oxygen segment is divided by taking the blood gas content as a standard for recording.
Step S2132: and extracting the blood gas content in the blood oxygen measurement data corresponding to the current skin color type, matching the blood gas content with the blood oxygen section, and integrating the blood oxygen measurement data corresponding to the current skin color type according to the matching result. Specifically, the blood oxygen regulation and control range of the artificial induced oxygen reduction operation is 70-100%. And respectively recording blood oxygen measurement data and blood oxygen monitoring data for different skin color crowds in each numerical value stage of oxygen reduction, and integrating to obtain a plurality of groups of blood oxygen measurement data.
Step S2133: and calibrating the blood oxygen monitoring data corresponding to the current skin color type according to the integrated blood oxygen measurement data to generate calibration curves corresponding to different current skin color types. Specifically, a plurality of groups of blood oxygen measurement data and blood oxygen monitoring data are respectively compared to generate calibration curves corresponding to different skin color types.
Specifically, the blood gas and the pulse blood oxygen recording value in the blood oxygen monitoring data are compared and analyzed according to the classified blood oxygen measurement data, and the measurement curves with different skin colors are obtained by calibrating on the basis of a standard curve through a mathematical method. Compared with a general standard measurement curve in the photoelectric pulse oximeter, the calibration curve has smaller error when monitoring the blood oxygen values of different skin color crowds.
Specifically, in an embodiment, as shown in fig. 6, the step S22 includes the following steps:
step S221: and matching the skin color information with a preset skin color classification rule to obtain a matching result. Specifically, the regions are divided according to the shade of the skin color, and each type of skin color corresponds to a certain region range.
Step S222: and determining the skin color type of the person to be detected according to the matching result.
Specifically, the skin color information is matched with the intervals of different categories, so that the skin color type is determined.
Specifically, in an embodiment, the method for measuring arterial blood oxygen saturation further includes: the measurement data is preprocessed. Specifically, a value K is obtained by calculating a ratio of a voltage direct current component (vdc (rled)) to an alternating current component (vac (rled)) corresponding to the red pulse wave and a ratio of a voltage direct current component (vdc (rled)) to an alternating current component (vac (rled)) corresponding to the infrared pulse wave:
Figure BDA0003328523520000121
the k value and the pulse blood oxygen value have a one-to-one corresponding curve relationship, the pulse blood oxygen value can be obtained through the curve calculation of the blood oxygen measurement built in the oximeter, and the more accurate pulse blood oxygen value can be obtained by substituting the k value into the calibration curve.
Specifically, the invention can also lead an operator to select after confirming the skin color of the person to be measured by presetting a plurality of measurement curves (such as measurement curves of black, yellow and white skin colors) after blood gas calibration in the photoelectric pulse oximeter and setting options, thereby solving the problem of larger measurement accuracy difference of people with different skin colors on the basis of not increasing the complexity and the cost of the blood oxygen measurement device, and particularly greatly improving the measurement accuracy of black people. In addition, the independent measuring curve can improve the measuring accuracy of each skin color and improve the comprehensive measuring accuracy of the pulse oximeter.
In this embodiment, there is also provided an arterial blood oxygen saturation measuring device, which is used to implement the above embodiments and preferred embodiments, and the description of the device is omitted. As used below, the term "module" may be a combination of software and/or hardware that implements a predetermined function. Although the means described in the embodiments below are preferably implemented in software, an implementation in hardware, or a combination of software and hardware is also possible and contemplated.
The present embodiment also provides an arterial blood oxygen saturation measuring device, as shown in fig. 7, including:
the obtaining module 101 is configured to obtain measurement data of the blood oxygen saturation of the person to be measured by using the photoelectric pulse oximeter, for details, refer to the related description of step S1 in the foregoing method embodiment, and details are not repeated here.
The matching module 102 is configured to obtain skin color information of a person to be tested, and select a calibration curve according to the skin color information, for details, refer to the related description of step S2 in the foregoing method embodiment, which is not described herein again.
The calibration module 103 substitutes the measurement data into the calibration curve to obtain a final measurement result, for details, refer to the related description of step S3 in the above method embodiment, and are not described herein again.
The arterial oxygen saturation measurement device in this embodiment is presented in the form of a functional unit, where the unit refers to an ASIC circuit, a processor and memory executing one or more software or fixed programs, and/or other devices that may provide the above-described functionality.
Further functional descriptions of the modules are the same as those of the corresponding embodiments, and are not repeated herein.
There is also provided an electronic device according to an embodiment of the present invention, as shown in fig. 8, the electronic device may include a processor 901 and a memory 902, where the processor 901 and the memory 902 may be connected by a bus or in another manner, and fig. 8 takes the example of being connected by a bus.
Processor 901 may be a Central Processing Unit (CPU). The Processor 901 may also be other general purpose processors, Digital Signal Processors (DSPs), Application Specific Integrated Circuits (ASICs), Field Programmable Gate Arrays (FPGAs) or other Programmable logic devices, discrete Gate or transistor logic devices, discrete hardware components, or combinations thereof.
The memory 902, which is a non-transitory computer readable storage medium, may be used to store non-transitory software programs, non-transitory measurement machine executable programs, and modules, such as program instructions/modules corresponding to the methods of the method embodiments of the present invention. The processor 901 executes various functional applications and data processing of the processor by executing non-transitory software programs, instructions and modules stored in the memory 902, that is, implements the methods in the above-described method embodiments.
The memory 902 may include a program storage area and a data storage area, wherein the program storage area may store an operating system, an application program required for at least one function; the storage data area may store data created by the processor 901, and the like. Further, the memory 902 may include high speed random access memory, and may also include non-transitory memory, such as at least one magnetic disk storage device, flash memory device, or other non-transitory solid state storage device. In some embodiments, the memory 902 may optionally include memory located remotely from the processor 901, which may be connected to the processor 901 via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
One or more modules are stored in the memory 902, which when executed by the processor 901 performs the methods in the above-described method embodiments.
The specific details of the electronic device may be understood by referring to the corresponding related descriptions and effects in the above method embodiments, and are not described herein again.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware related to the measurement machine program, and the program can be stored in a computer readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. The storage medium may be a magnetic Disk, an optical Disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a Flash Memory (Flash Memory), a Hard Disk (Hard Disk Drive, abbreviated as HDD) or a Solid State Drive (SSD), etc.; the storage medium may also comprise a combination of memories of the kind described above.
Although the embodiments of the present invention have been described in conjunction with the accompanying drawings, those skilled in the art may make various modifications and variations without departing from the spirit and scope of the invention, and such modifications and variations fall within the scope defined by the appended claims.

Claims (10)

1. An arterial blood oxygen saturation measurement method, comprising:
acquiring measurement data of the blood oxygen saturation of a person to be measured through a photoelectric pulse oximeter;
obtaining skin color information of the person to be tested, and selecting a calibration curve according to the skin color information;
and substituting the measurement data into the calibration curve to obtain the arterial blood oxygen saturation measurement result of the person to be measured.
2. The method for measuring arterial blood oxygen saturation according to claim 1, wherein the obtaining skin color information of the person to be measured and selecting a preset calibration curve according to the skin color information comprises:
establishing a calibration curve of the blood oxygen saturation corresponding to different skin color types according to different skin color crowds;
determining the skin color type of the person to be tested based on the skin color information;
and matching a corresponding calibration curve based on the skin color type.
3. The method for measuring arterial blood oxygen saturation according to claim 2, wherein the establishing of calibration curves of blood oxygen saturation corresponding to different skin color types according to different skin color populations comprises:
acquiring blood oxygen measurement data and blood oxygen monitoring data of people with different skin colors at the same time, wherein the blood oxygen measurement data are obtained by measuring through a photoelectric pulse oximeter, and the blood oxygen monitoring data are obtained through a blood gas analyzer;
classifying the blood oxygen measurement data according to different skin color types;
and calibrating the blood oxygen monitoring data according to the classified blood oxygen measurement data, and generating a plurality of calibration curves according to the calibration result.
4. The method for measuring arterial blood oxygen saturation according to claim 3, wherein the obtaining of blood oxygen measurement data and blood oxygen monitoring data of different skin color people at the same time comprises:
skin sampling is carried out on people with different skin colors to obtain skin sampling results, and the skin color type is determined according to the skin sampling results;
and respectively carrying out blood oxygen sampling on different skin color crowds at the same time through a photoelectric pulse oximeter and a blood gas analyzer according to skin color types to obtain the blood oxygen measurement data and the blood oxygen monitoring data corresponding to the different skin color types of crowds.
5. The method for measuring arterial oxygen saturation according to claim 3, wherein the calibrating the blood oxygen monitoring data according to the classified blood oxygen measurement data and generating a plurality of calibration curves according to the calibration result comprises:
dividing the blood oxygen measurement data into blood oxygen segments by taking the blood gas content as a standard;
extracting blood gas content in blood oxygen measurement data corresponding to the current skin color type, matching the blood gas content with the blood oxygen segment, and integrating the blood oxygen measurement data corresponding to the current skin color type according to a matching result;
and calibrating the blood oxygen monitoring data corresponding to the current skin color type according to the integrated blood oxygen measurement data to generate a calibration curve corresponding to the current skin color type.
6. The arterial blood oxygen saturation measurement method according to claim 2, wherein the determining a skin color type of the person under test based on the skin color information comprises:
and matching the skin color information with a preset skin color classification rule to obtain a matching result, and determining the skin color type of the person to be tested according to the matching result.
7. The arterial oxygen saturation measurement method according to claim 1, further comprising:
and preprocessing the measurement data.
8. An arterial oxygen saturation measurement device, comprising:
the acquisition module acquires measurement data of the blood oxygen saturation of the person to be measured through the photoelectric pulse oximeter;
the matching module is used for acquiring the skin color information of the person to be detected and selecting a calibration curve according to the skin color information;
and the calibration module substitutes the measurement data into the calibration curve to obtain a final measurement result.
9. An electronic device, comprising:
a memory and a processor, the memory and the processor being communicatively connected to each other, the memory having stored therein computer instructions, the processor executing the computer instructions to perform the arterial oxygen saturation measurement method according to any one of claims 1 to 7.
10. A computer-readable storage medium storing computer instructions for causing a computer to perform the arterial oxygen saturation measurement method according to any one of claims 1-7.
CN202111270284.2A 2021-10-29 2021-10-29 Arterial blood oxygen saturation measuring method and device and electronic equipment Pending CN114027830A (en)

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Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030114738A1 (en) * 2001-12-06 2003-06-19 George Zonios Adaptive calibration for pulse oximetry
US20080221410A1 (en) * 2007-03-09 2008-09-11 Nellcor Puritan Bennett Llc Method for identification of sensor site by local skin spectrum data
WO2008149081A2 (en) * 2007-06-06 2008-12-11 The Electrode Company Limited Pulse oximetry system
CN104224197A (en) * 2014-09-24 2014-12-24 天津大学 Calculation method for arterial oxygen saturation by using characteristic quantity of dual-wavelength photoelectric volume pulse wave
US20150018654A1 (en) * 2013-07-09 2015-01-15 Xerox Corporation Method and apparatus for monitoring a subject for fractional blood oxygen saturation
CN105266825A (en) * 2015-12-02 2016-01-27 王芳 Blood oxygen supply detecting method
CN105796115A (en) * 2016-04-20 2016-07-27 广州视源电子科技股份有限公司 Blood oxygen measurement method and system
CN107981869A (en) * 2017-12-29 2018-05-04 重庆如泰科技有限公司 A kind of blood oxygen measuring method and device
CN109414226A (en) * 2016-04-21 2019-03-01 维奥普蒂克斯公司 It is corrected using melanin and determines tissue oxygenation saturation
CN113017623A (en) * 2021-03-04 2021-06-25 江苏盖睿健康科技有限公司 Measuring method, device and storage medium for hypoperfusion blood oxygen saturation

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030114738A1 (en) * 2001-12-06 2003-06-19 George Zonios Adaptive calibration for pulse oximetry
US20080221410A1 (en) * 2007-03-09 2008-09-11 Nellcor Puritan Bennett Llc Method for identification of sensor site by local skin spectrum data
WO2008149081A2 (en) * 2007-06-06 2008-12-11 The Electrode Company Limited Pulse oximetry system
US20150018654A1 (en) * 2013-07-09 2015-01-15 Xerox Corporation Method and apparatus for monitoring a subject for fractional blood oxygen saturation
CN104224197A (en) * 2014-09-24 2014-12-24 天津大学 Calculation method for arterial oxygen saturation by using characteristic quantity of dual-wavelength photoelectric volume pulse wave
CN105266825A (en) * 2015-12-02 2016-01-27 王芳 Blood oxygen supply detecting method
CN105796115A (en) * 2016-04-20 2016-07-27 广州视源电子科技股份有限公司 Blood oxygen measurement method and system
CN109414226A (en) * 2016-04-21 2019-03-01 维奥普蒂克斯公司 It is corrected using melanin and determines tissue oxygenation saturation
CN107981869A (en) * 2017-12-29 2018-05-04 重庆如泰科技有限公司 A kind of blood oxygen measuring method and device
CN113017623A (en) * 2021-03-04 2021-06-25 江苏盖睿健康科技有限公司 Measuring method, device and storage medium for hypoperfusion blood oxygen saturation

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