US20200000349A1 - Pulse detection module and use-as-you-need blood pressure measurement device comprising the same - Google Patents
Pulse detection module and use-as-you-need blood pressure measurement device comprising the same Download PDFInfo
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- US20200000349A1 US20200000349A1 US16/465,446 US201716465446A US2020000349A1 US 20200000349 A1 US20200000349 A1 US 20200000349A1 US 201716465446 A US201716465446 A US 201716465446A US 2020000349 A1 US2020000349 A1 US 2020000349A1
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
- A61B5/021—Measuring pressure in heart or blood vessels
- A61B5/02108—Measuring pressure in heart or blood vessels from analysis of pulse wave characteristics
-
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- A61B5/02—Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
- A61B5/021—Measuring pressure in heart or blood vessels
- A61B5/02108—Measuring pressure in heart or blood vessels from analysis of pulse wave characteristics
- A61B5/02116—Measuring pressure in heart or blood vessels from analysis of pulse wave characteristics of pulse wave amplitude
-
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- A61B5/021—Measuring pressure in heart or blood vessels
- A61B5/02108—Measuring pressure in heart or blood vessels from analysis of pulse wave characteristics
- A61B5/02125—Measuring pressure in heart or blood vessels from analysis of pulse wave characteristics of pulse wave propagation time
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- A61B5/021—Measuring pressure in heart or blood vessels
- A61B5/022—Measuring pressure in heart or blood vessels by applying pressure to close blood vessels, e.g. against the skin; Ophthalmodynamometers
- A61B5/02225—Measuring pressure in heart or blood vessels by applying pressure to close blood vessels, e.g. against the skin; Ophthalmodynamometers using the oscillometric method
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- A61B5/02438—Measuring pulse rate or heart rate with portable devices, e.g. worn by the patient
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- A61B5/25—Bioelectric electrodes therefor
- A61B5/279—Bioelectric electrodes therefor specially adapted for particular uses
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- A61B5/25—Bioelectric electrodes therefor
Definitions
- the present invention relates to a pulse detection module and a use-as-you-need blood pressure measurement device comprising the pulse detection module. More particularly, the invention relates to a pulse detection module that can detect a user's pulse when located at any of a plurality of positions and a use-as-you-need blood pressure measurement device comprising the pulse detection module.
- a product embodying the invention can effectively detect a user's pulse signals and electrocardiographic signals and calculate the user's mean arterial pressure, systolic pressure, and diastolic pressure in real time according to the pulse signals and electrocardiographic signals detected.
- a pulse detection module can effectively avoid loss of pulse data and inaccurate calculation that may otherwise result from the sensors being shifted away from the user's radial artery during real-time measurement.
- the present invention provides a pulse detection module, provided on a wrist watch.
- the pulse detection module is characterized by comprising a plurality of sensors and a controller linked to the sensors, wherein the sensors are arranged horizontally on the wrist watch in a direction parallel to a user's limb on which the wrist watch is worn, and the controller obtains the user's pulse signals through the sensors.
- the sensors are piezoelectric sensors, Doppler radars, impedance pressure sensors, capacitance pressure sensors, acoustic wave sensors, ultrasonic sensors, or photoplethysmographic (PPG) devices.
- controller is connected to each of the sensors in order to obtain the pulse signals received by each sensor, and chooses the suitable wave peaks or valleys from the pulse signals as the correct pulse signals.
- Another objective of the present invention is to provide a use-as-you-need blood pressure measurement device, comprising a watch case assembly and a watch band attached to the watch case assembly, wherein the watch case assembly comprises an electrocardiographic detection module provided on the watch case assembly to obtain a user's electrocardiographic signals, a pulse detection module provided on the watch case assembly and comprising a plurality of sensors provided on a backside of the watch case assembly, wherein the sensors are arranged horizontally in a direction parallel to the user's limb on which the use-as-you-need blood pressure measurement device is worn, in order to obtain the user's pulse signals, and a controller for obtaining the user's electrocardiographic signals through the electrocardiographic detection module and calculating the user's mean arterial pressure according to the electrocardiographic signals and the pulse signals.
- the watch case assembly comprises an electrocardiographic detection module provided on the watch case assembly to obtain a user's electrocardiographic signals, a pulse detection module provided on the watch case assembly and comprising a plurality of sensors provided
- the sensors are piezoelectric sensors, Doppler radars, impedance pressure sensors, capacitance pressure sensors, acoustic wave sensors, ultrasonic sensors, or photoplethysmographic (PPG) devices.
- controller is connected to each of the sensors in order to obtain the pulse signals received by each sensor, and chooses the suitable wave peaks or valleys from the pulse signals as the correct pulse signals.
- the electrocardiographic detection module includes a first electrode and a second electrode.
- the first electrode is provided on the side of the watch case assembly that is adjacent to a user's limb on which the use-as-you-need blood pressure measurement device is worn, the objective being for the first electrode to lie on the user's skin during use, and the second electrode is also provided on the watch case assembly in order to be touched by a limb of the user that is on the opposite side of the body.
- a user's electrocardiographic signals are derived from the variation of electric potential between the first electrode and the second electrode.
- the electrocardiographic detection module comprises a grounding electrode provided on a side of the watch case assembly that is adjacent to the user's limb in order for the grounding electrode to lie on a surface of the user's limb, and the controller is connected to the grounding electrode and uses an electric potential of the grounding electrode as a reference electric potential.
- mean arterial pressure can be obtained by the following equation (I):
- l p is the length of the path along which a pulse propagates in an artery
- t pa is the pulse arrival time
- a, b, and c are correction parameters.
- l p is the length of the path along which a pulse propagates in an artery
- t pa is the pulse arrival time
- A, B, and C are correction parameters.
- the display device is provided on the watch face of the watch case assembly and is connected to the controller in order to display a user's physiological data.
- the second electrode is provided on the watch face of the watch case assembly, so a user wearing the use-as-you-need blood pressure measurement device on one wrist can press at the second electrode with a finger of the opposite hand.
- a pulse detection module includes a plurality of piezoelectric sensors that are arranged in a direction parallel to a user's limb. Therefore, even if a wearable device (e.g., a wrist watch) provided with the pulse detection module is shifted away from its most desirable position on the wrist, at least one of the sensors can still detect the user's pulse and pulse waves to ensure completeness and continuity of the detection data.
- a wearable device e.g., a wrist watch
- the present invention provides a use-as-you-need blood pressure measurement device whose non-invasive and non-occlusive medical sensing technique/algorithm makes it possible to measure a user's mean arterial pressure, systolic pressure, diastolic pressure, and pulse (all of which are helpful in diagnosing heart rhythm irregularities) in real time without affecting the user's daily life.
- FIG. 1 is a perspective view of a use-as-you-need blood pressure measurement device according to the present invention.
- FIG. 2 is a block diagram of a use-as-you-need blood pressure measurement device according to the present invention.
- FIG. 3 is a rear view of a use-as-you-need blood pressure measurement device according to the present invention.
- FIG. 4 is a state (I) of use of a use-as-you-need blood pressure measurement device according to the present invention.
- FIG. 5 is a state (II) of use of a use-as-you-need blood pressure measurement device according to the present invention.
- FIG. 6 is a group (I) of waveforms generated by three piezoelectric sensors.
- FIG. 7 is a group (II) of waveforms generated by three piezoelectric sensors.
- FIG. 8 is a group (III) of waveforms generated by three piezoelectric sensors.
- FIG. 9 is a plot showing the test result of correlation between the present invention and a commercially available product.
- the terms “comprises or includes” and/or “comprising or including” used in the document mean that one or more other components, steps, operations, and/or the existence or addition of elements are not excluded in addition to the described components, steps, operations and/or elements.
- the terms “about or close to” or “substantially” mean a value or range that is close to the allowable specified error to avoid any unreasonable use by third parties, illegal or unfair use, to understand the precise or absolute value disclosed herein.
- the terms “a” and “an” refer to one or to more than one (i.e., to at least one) of the grammatical object of the article.
- FIG. 1 Please refer to FIG. 1 for a perspective view of a use-as-you-need blood pressure measurement device according to the present invention.
- the present invention provides a use-as-you-need blood pressure measurement device 100 as shown in FIG. 1 .
- the blood pressure measurement device 100 measures a user's mean arterial pressure by detecting the pulse wave velocity of the aorta from the left ventricle (via an electrocardiographic (ECG) sensor) and the pulse signals of the radial artery (via a plurality of piezoelectric sensors) and then calculates the user's systolic pressure and diastolic pressure according to the mean arterial pressure.
- ECG electrocardiographic
- the applicant has successfully designed and manufactured a wearable blood pressure sensing device for use by seniors aged 50 to 85 as disclosed herein, and has performed a correlation analysis on the measurement results of the wearable blood pressure sensing device and of a commercially available product.
- the use-as-you-need blood pressure measurement device 100 of the present invention can measure mean arterial pressure and heart rate by means of a non-invasive and non-occlusive medical sensing technique/algorithm, thereby facilitating the diagnosis of heart rhythm irregularities.
- All the modules and electronic components in the present invention can be disposed on a circuit board in order to be electrically connected with, and transmit signals to and from, one another through the circuits on the circuit board. While such a circuit board is not shown in the accompanying drawings, a person of ordinary skill in the art who has read the present disclosure will know how to construct the use-as-you-need blood pressure measurement device 100 of the invention from an arbitrary number of circuit boards.
- FIG. 2 , FIG. 3 , FIG. 4 , and FIG. 5 show a block diagram, a rear view, and two states of use of the use-as-you-need blood pressure measurement device respectively.
- the use-as-you-need blood pressure measurement device 100 includes a watch case assembly 10 and a watch band 20 attached to the watch case assembly 10 .
- the watch band 20 is connected to the watch case assembly 10 in a detachable manner so as to be replaceable when needed.
- the watch case assembly 10 includes an electrocardiographic detection module 11 , a pulse detection module 12 , a display device 13 , at least one operating unit 14 , and a controller 15 .
- the electrocardiographic detection module 11 is configured to obtain a user's electrocardiographic signals
- the pulse detection module 12 is configured to obtain the user's pulse signals.
- the electrocardiographic detection module 11 and the pulse detection module 12 may be controlled by the same controller 15 or be driven to execute their respective algorithms by different controllers respectively; the present invention has no limitation in this regard.
- the electrocardiographic detection module 11 includes a first electrode 111 , a second electrode 112 , and a grounding electrode 113 .
- the controller 15 is directly connected or is coupled to the first electrode 111 , the second electrode 112 , and the grounding electrode 113 in order to derive a user's electrocardiographic signals from the variation of electric potential between the first electrode 111 and the second electrode 112 while using the electric potential of the grounding electrode 113 as the reference electric potential.
- the first electrode 111 and the grounding electrode 113 are provided on the side of the watch case assembly 10 that is adjacent to a user's limb on which the use-as-you-need blood pressure measurement device 100 is worn, the objective being for the two electrodes to lie on the user's skin during use, and the second electrode 112 is also provided on the watch case assembly 10 in order to be touched by a limb of the user that is on the opposite side of the body.
- the second electrode 112 is provided on the watch face of the watch case assembly 10 , so a user wearing the use-as-you-need blood pressure measurement device 100 on one wrist can press at the second electrode 112 with a finger of the opposite hand, thereby allowing the controller 15 to obtain the user's electrocardiographic signals.
- the pulse detection module 12 includes a plurality of sensors 121 .
- the controller 15 is directly connected or is coupled to the sensors 121 .
- the sensors 121 are piezoelectric sensors, Doppler radars, impedance pressure sensors, capacitance pressure sensors, acoustic wave sensors, ultrasonic sensors, or photoplethysmographic (PPG) devices. While there are three sensors 121 in the embodiment shown in FIG. 3 , the number of the sensors 121 may vary, depending on the volume of the watch case assembly 10 , the area of each sensor 121 , or the average circumference of a user's wrist. For example, 2, 3, 4, 5, 6, or more sensors 121 may be used to meet practical needs; the present invention has no limitation in this regard.
- the sensors 121 are arranged horizontally on the watch case assembly 10 (e.g., of a wrist watch embodying the use-as-you-need blood pressure measurement device 100 ) in a direction parallel to a user's limb on which the wrist watch is worn.
- the phrase “arranged horizontally . . . in a direction parallel to a user's limb on which the wrist watch is worn” means that the sensors 121 are arranged along a straight line on the backside of the watch case assembly 10 , and that the direction in which the sensors 121 are arranged is parallel to the user's limb (e.g., forearm) on which the wrist watch is worn.
- the sensors 121 are perpendicular to the watch band 20 of the wrist watch; therefore, even if the watch band 20 is shifted in position on the user's wrist, the controller 15 can still obtain the user's pulse signals through at least one of the sensors 121 that remains at the intended sensing position.
- the controller 15 is connected to each of the sensors 121 in order to obtain the pulse signals received by each sensor 121 .
- the controller 15 will receive three pulse signals as those shown in each of FIG. 6 , FIG. 7 , and FIG. 8 .
- the controller 15 will choose the suitable wave peaks or valleys from the three pulse signals as the correct pulse signals and then either derive the heart rhythm from the pulse signals or calculate blood pressure parameters according to the pulse signals in conjunction with the electrocardiographic signals.
- suitable wave peaks or valleys refers to pulse signals whose wave peaks or valleys have significant peak/valley values that can be sampled within an extremely short period of time.
- the following paragraphs describe tests in which three piezoelectric sensors are used as the sensors 121 .
- the three piezoelectric sensors obtain a user's pulse signals separately and generate the waveforms in FIG. 6 , FIG. 7 , and FIG. 8 .
- An algorithm suitable for use in the present invention is also described below with reference to the waveforms.
- both the first signal (at the top of the graph) and the second signal (in the middle of the graph) have delayed wave peak values, making it impossible to measure the time points at which the wave peaks occur respectively; that is to say, the first signal and the second signal cannot be used in blood pressure measurement.
- the exact positions of the vertical projections of the wave peaks of the third signal (at the bottom of the graph) on the time axis can be clearly measured.
- the first signal (at the top of the graph), whose corresponding sensor 121 is out of position, fails to reach the threshold value and hence cannot be sampled by the controller 15 .
- the second signal (in the middle of the graph) is delayed, so the time points at which its wave peaks occur respectively cannot be measured. Both the first signal and the second signal, therefore, cannot be used in blood pressure measurement.
- the exact positions of the vertical projections of the wave peaks of the third signal (at the bottom of the graph) on the time axis can be clearly measured.
- one preferred embodiment includes taking the positions of the vertical projections of the trigger edges on the time axis as reference values for use in calculating the user's blood pressure.
- the controller 15 is configured to sample all the pulse signals one after another and, upon determining that the wave peaks or valleys of a pulse signal cannot be sampled, goes on to sample the pulse signal of another sensor 121 .
- the controller 15 can sample multiple pulse signals by the time-division multiplexing method and find pulse signals with the highest signal integrity or reliability as the correct pulse signals. The present invention, however, has no limitation on the sampling method of the controller 15 .
- the display device 13 is provided on the watch face of the watch case assembly 10 and is connected to the controller 15 in order to display a user's physiological data, such as a user's blood pressure data, heart rhythm data, or the like.
- a user's physiological data such as a user's blood pressure data, heart rhythm data, or the like.
- the display device 13 may provide a control interface or graphical user interface (GUI) whereby a user can operate or set the use-as-you-need blood pressure measurement device 100 ; the present invention has no limitation in this regard.
- GUI graphical user interface
- the display device 13 may be an organic light-emitting diode (OLED) display panel, an in-plane switching (IPS) liquid crystal display panel, a low-temperature poly-silicon (LTPS) display panel, an indium gallium zinc oxide (IGZO) display panel, a vertical alignment (VA) liquid crystal display panel, a quantum dot display panel, or electronic paper (epaper).
- OLED organic light-emitting diode
- IPS in-plane switching
- LTPS low-temperature poly-silicon
- IGZO indium gallium zinc oxide
- VA vertical alignment
- epaper electronic paper
- the display device 13 is a touch panel.
- the present invention has no limitation on the type of the display device 13 .
- the at least one operating unit 14 which may be provided on one side or two sides of the watch case assembly 10 , is connected to the controller 15 and serves as a user input interface.
- the at least one operating unit 14 may be at least one physical button, a touch panel, at least one knob, or other similar input units; the present invention has no limitation in this regard.
- the controller 15 may be a central processing unit (CPU), a programmable general-purpose or special-purpose microprocessor, a digital signal processor (DSP), a programmable controller, an application-specific integrated circuit (ASIC), other similar devices, or a combination of the above.
- the controller 15 and a storage unit form a co-constructed processor.
- the controller 15 is directly connected or is coupled to the electrocardiographic detection module 11 and the pulse detection module 12 in order to obtain a user's electrocardiographic signals and pulse signals and then calculate the user's mean arterial pressure (MAP) from the electrocardiographic signals and pulse signals, as detailed below.
- MAP mean arterial pressure
- the processor 15 in the present invention determines blood pressure values according to the relationship between pressure and pulse wave velocity (PWV).
- PWV pulse wave velocity
- a pressure pulse is generated by contraction of the left ventricle and propagates through the arteries to the peripheral vascular system.
- the pulse wave velocity in an artery depends on the stiffness of the artery and can be expressed by equation (a):
- ⁇ blood density.
- the stiffness of an artery is associated with the transmural pressure across the artery wall, and this pressure is a function of the geometry of the blood vessel and the viscoelasticity of the blood vessel wall. As the pressure acting on an artery wall from outside the artery is typically negligible, the transmural pressure across the artery wall is equal to the blood pressure in the artery.
- the stiffness and pulse wave velocity of an artery therefore, are a function of the blood pressure in the artery. Correlation between the pulse wave velocity and blood pressure in an artery forms the basis of non-invasive blood pressure measurement. In particular, pulse wave velocity has the strongest correlation to diastolic pressure and mean arterial pressure, as can be expressed by equation (b):
- the present invention uses the electrocardiographic detection module 11 and the pulse detection module 12 to monitor a known parameter, i.e., the pulse arrival time (PAT).
- PAT pulse arrival time
- Each pulse arrival time measurement is in fact the sum of two different periods of time, namely the vascular transit time (VTT) and the pre-ejection period (PEP).
- VTT vascular transit time
- PEP pre-ejection period
- the vascular transit time is the time for which a pressure pulse travels along an arterial path.
- the pre-ejection period is the time interval between two adjacent peaks of a composite wave, or the interval at which the aortic valve opens, and includes electromechanical delay and isovolumic contraction.
- the pulse arrival time can be expressed by equation (d):
- the parameter L is the length of the path along which a pressure pulse propagates in an artery.
- any error in the pulse arrival time will render the unknown constant pwv 0 inaccurate, but this can be corrected by tracing the variation of pulse arrival time and of mean arterial pressure over time. And by doing so, the estimation error of mean arterial pressure, which is multiplied by the unknown slope a, will also be minimized.
- the present invention introduces correction parameters into the foregoing equations to produce an algorithm for calculating mean arterial pressure and reducing possible deviation.
- mean arterial pressure can be obtained by the following equation (I):
- l p is the length of the path along which a pulse propagates in an artery
- t pa is the pulse arrival time
- a, b, and c are correction parameters.
- the correction parameters are derived from a target subject database to provide necessary adjustment to the algorithm.
- the correction parameter a ranges from 0.01 to 0.15 and may be, but is not limited to, 0.01, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08, 0.09, 0.10, 0.11, 0.12, 0.13, 0.14, or 0.15;
- the correction parameter b ranges from 0.01 to 0.15 and may be, but is not limited to, 0.01, 0.03, 0.05, 0.07, 0.09, 0.11, 0.13, or 0.15;
- the correction parameter c ranges from 1 to 1000 and may be, but is not limited to, 1, 10, 100, or 1000.
- the correction parameter a ranges from 0.02 to 0.04, the correction parameter b ranges from 0.02 to 0.04, and the correction parameter c is 1.
- the pulse arrival time in the equation is obtained as the time difference between an R-wave peak value of an electrocardiographic signal and the corresponding peak value of the corresponding pulse signal.
- the pulse arrival time is obtained by detecting the time difference between the corresponding valleys of an electrocardiographic signal and the corresponding pulse signal, wherein the valleys serve as the trigger conditions.
- the present invention has no limitation on the method by which to determine the pulse arrival time.
- the pulse detection module 12 is configured to detect the pulse of the radial artery at the wrist, and the length of the path along which such a pulse propagates in the arteries is the length of the arm.
- mean arterial pressure is obtained by equation (II):
- the correction parameter A ranges from 0.01 to 0.15 and may be, but is not limited to, 0.01, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08, 0.09, 0.10, 0.11, 0.12, 0.13, 0.14, or 0.15;
- the correction parameter B ranges from 0.1 to 1.0 and may be, but is not limited to, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, or 1.0; and the correction parameter C ranges from 1 to 1000 and may be, but is not limited to, 1, 10, 100, or 1000.
- the correction parameter A ranges from 0.02 to 0.10
- the correction parameter B ranges from 0.1 to 1.0
- the correction parameter C ranges from 0.1 to 1.0
- the correction parameter C ranges from 1 to 1000 and may be, but is not limited to, 1, 10, 100, or 1000.
- the pulse arrival time in the equation is obtained as the time difference between an R-wave peak value of an electrocardiographic signal and the corresponding peak value of the corresponding pulse signal.
- the pulse arrival time is obtained by detecting the time difference between the corresponding valleys of an electrocardiographic signal and the corresponding pulse signal, wherein the valleys serve as the trigger conditions.
- the present invention has no limitation on the method by which to determine the pulse arrival time.
- the sensors 121 are configured to detect the pulse of the radial artery at the wrist, and the length of the path along which such a pulse propagates in the arteries is the distance from the chest to the wrist.
- FIG. 9 is a plot showing the test result of correlation between the present invention and a commercially available product.
- the inventor conducted a brachial artery pressure (BAP) measurement study in which the mean arterial pressures of a group of subjects (including healthy people and those with heart rhythm irregularities) were recorded using a commercially available product (Omron HBP-9092®) as well as the use-as-you-need blood pressure measurement device 100 of the present invention, and in which a correlation analysis was performed on the measurement results of the two devices.
- BAP brachial artery pressure
- a pulse detection module includes a plurality of piezoelectric sensors that are arranged in a direction parallel to a user's limb. Therefore, even if a wearable device (e.g., a wrist watch) provided with the pulse detection module is shifted away from its most desirable position on the wrist, at least one of the sensors can still detect the user's pulse and pulse waves to ensure completeness and continuity of the detection data.
- a wearable device e.g., a wrist watch
- the present invention provides a use-as-you-need blood pressure measurement device whose non-invasive and non-occlusive medical sensing technique/algorithm makes it possible to measure a user's mean arterial pressure, systolic pressure, diastolic pressure, and pulse (all of which are helpful in diagnosing heart rhythm irregularities) in real time without affecting the user's daily life.
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Abstract
Description
- The present invention relates to a pulse detection module and a use-as-you-need blood pressure measurement device comprising the pulse detection module. More particularly, the invention relates to a pulse detection module that can detect a user's pulse when located at any of a plurality of positions and a use-as-you-need blood pressure measurement device comprising the pulse detection module.
- There are two major blood pressure measurement methods in the prior art: (A) the oscillometric method, which uses an oscilloscope to display pulse amplitudes; and (B) the Riva-Rocci/Korotkov method, which uses a mercury sphygmomanometer for sound analysis. Both methods require the brachial artery in the arm (or the radial artery in the wrist) to be compressed until complete occlusion occurs (i.e., when blood flow in the artery is stopped). This occlusion technique, however, not only tends to cause discomfort to the upper (or lower) limb being measured, but also is unsuitable for those with irregular heart beat and seniors (aged 50 to 80) who have mobility difficulties. It is therefore imperative to improve the conventional technique and supply the global medical product market with blood measuring products that are suitable for the aforementioned users.
- In view of the above, the inventor of the present invention developed a blood pressure monitoring technique and an innovative wearable medical sensing device that are both non-invasive and non-occlusive. A product embodying the invention can effectively detect a user's pulse signals and electrocardiographic signals and calculate the user's mean arterial pressure, systolic pressure, and diastolic pressure in real time according to the pulse signals and electrocardiographic signals detected.
- In addition to the aforesaid features, a pulse detection module according to the present invention can effectively avoid loss of pulse data and inaccurate calculation that may otherwise result from the sensors being shifted away from the user's radial artery during real-time measurement.
- In order to achieve the above objective, the present invention provides a pulse detection module, provided on a wrist watch. The pulse detection module is characterized by comprising a plurality of sensors and a controller linked to the sensors, wherein the sensors are arranged horizontally on the wrist watch in a direction parallel to a user's limb on which the wrist watch is worn, and the controller obtains the user's pulse signals through the sensors.
- Furthermore, the sensors are piezoelectric sensors, Doppler radars, impedance pressure sensors, capacitance pressure sensors, acoustic wave sensors, ultrasonic sensors, or photoplethysmographic (PPG) devices.
- Furthermore, the controller is connected to each of the sensors in order to obtain the pulse signals received by each sensor, and chooses the suitable wave peaks or valleys from the pulse signals as the correct pulse signals.
- Another objective of the present invention is to provide a use-as-you-need blood pressure measurement device, comprising a watch case assembly and a watch band attached to the watch case assembly, wherein the watch case assembly comprises an electrocardiographic detection module provided on the watch case assembly to obtain a user's electrocardiographic signals, a pulse detection module provided on the watch case assembly and comprising a plurality of sensors provided on a backside of the watch case assembly, wherein the sensors are arranged horizontally in a direction parallel to the user's limb on which the use-as-you-need blood pressure measurement device is worn, in order to obtain the user's pulse signals, and a controller for obtaining the user's electrocardiographic signals through the electrocardiographic detection module and calculating the user's mean arterial pressure according to the electrocardiographic signals and the pulse signals.
- Furthermore, the sensors are piezoelectric sensors, Doppler radars, impedance pressure sensors, capacitance pressure sensors, acoustic wave sensors, ultrasonic sensors, or photoplethysmographic (PPG) devices.
- Furthermore, the controller is connected to each of the sensors in order to obtain the pulse signals received by each sensor, and chooses the suitable wave peaks or valleys from the pulse signals as the correct pulse signals.
- Furthermore, the electrocardiographic detection module includes a first electrode and a second electrode. The first electrode is provided on the side of the watch case assembly that is adjacent to a user's limb on which the use-as-you-need blood pressure measurement device is worn, the objective being for the first electrode to lie on the user's skin during use, and the second electrode is also provided on the watch case assembly in order to be touched by a limb of the user that is on the opposite side of the body. A user's electrocardiographic signals are derived from the variation of electric potential between the first electrode and the second electrode.
- Furthermore, the electrocardiographic detection module comprises a grounding electrode provided on a side of the watch case assembly that is adjacent to the user's limb in order for the grounding electrode to lie on a surface of the user's limb, and the controller is connected to the grounding electrode and uses an electric potential of the grounding electrode as a reference electric potential.
- Furthermore, mean arterial pressure can be obtained by the following equation (I):
-
- where lp is the length of the path along which a pulse propagates in an artery; tpa is the pulse arrival time; and a, b, and c are correction parameters.
- Furthermore, mean arterial pressure is obtained by equation (II):
-
- where lp is the length of the path along which a pulse propagates in an artery; tpa is the pulse arrival time; and A, B, and C are correction parameters.
- Furthermore, the display device is provided on the watch face of the watch case assembly and is connected to the controller in order to display a user's physiological data.
- Furthermore, the second electrode is provided on the watch face of the watch case assembly, so a user wearing the use-as-you-need blood pressure measurement device on one wrist can press at the second electrode with a finger of the opposite hand.
- A pulse detection module according to the present invention includes a plurality of piezoelectric sensors that are arranged in a direction parallel to a user's limb. Therefore, even if a wearable device (e.g., a wrist watch) provided with the pulse detection module is shifted away from its most desirable position on the wrist, at least one of the sensors can still detect the user's pulse and pulse waves to ensure completeness and continuity of the detection data. Moreover, the present invention provides a use-as-you-need blood pressure measurement device whose non-invasive and non-occlusive medical sensing technique/algorithm makes it possible to measure a user's mean arterial pressure, systolic pressure, diastolic pressure, and pulse (all of which are helpful in diagnosing heart rhythm irregularities) in real time without affecting the user's daily life.
-
FIG. 1 is a perspective view of a use-as-you-need blood pressure measurement device according to the present invention. -
FIG. 2 is a block diagram of a use-as-you-need blood pressure measurement device according to the present invention. -
FIG. 3 is a rear view of a use-as-you-need blood pressure measurement device according to the present invention. -
FIG. 4 is a state (I) of use of a use-as-you-need blood pressure measurement device according to the present invention. -
FIG. 5 is a state (II) of use of a use-as-you-need blood pressure measurement device according to the present invention. -
FIG. 6 is a group (I) of waveforms generated by three piezoelectric sensors. -
FIG. 7 is a group (II) of waveforms generated by three piezoelectric sensors. -
FIG. 8 is a group (III) of waveforms generated by three piezoelectric sensors. -
FIG. 9 is a plot showing the test result of correlation between the present invention and a commercially available product. - The details and technical solution of the present invention are hereunder described with reference to accompanying drawings. For illustrative sake, the accompanying drawings are not drawn to scale. The accompanying drawings and the scale thereof are not restrictive of the present invention.
- Throughout the whole document, the terms “comprises or includes” and/or “comprising or including” used in the document mean that one or more other components, steps, operations, and/or the existence or addition of elements are not excluded in addition to the described components, steps, operations and/or elements. The terms “about or close to” or “substantially” mean a value or range that is close to the allowable specified error to avoid any unreasonable use by third parties, illegal or unfair use, to understand the precise or absolute value disclosed herein. The terms “a” and “an” refer to one or to more than one (i.e., to at least one) of the grammatical object of the article.
- Please refer to
FIG. 1 for a perspective view of a use-as-you-need blood pressure measurement device according to the present invention. - The present invention provides a use-as-you-need blood
pressure measurement device 100 as shown inFIG. 1 . The bloodpressure measurement device 100 measures a user's mean arterial pressure by detecting the pulse wave velocity of the aorta from the left ventricle (via an electrocardiographic (ECG) sensor) and the pulse signals of the radial artery (via a plurality of piezoelectric sensors) and then calculates the user's systolic pressure and diastolic pressure according to the mean arterial pressure. After repeated validation of the foregoing technical concept, the applicant has successfully designed and manufactured a wearable blood pressure sensing device for use by seniors aged 50 to 85 as disclosed herein, and has performed a correlation analysis on the measurement results of the wearable blood pressure sensing device and of a commercially available product. Apart from calculating blood pressure, the use-as-you-need bloodpressure measurement device 100 of the present invention can measure mean arterial pressure and heart rate by means of a non-invasive and non-occlusive medical sensing technique/algorithm, thereby facilitating the diagnosis of heart rhythm irregularities. - All the modules and electronic components in the present invention can be disposed on a circuit board in order to be electrically connected with, and transmit signals to and from, one another through the circuits on the circuit board. While such a circuit board is not shown in the accompanying drawings, a person of ordinary skill in the art who has read the present disclosure will know how to construct the use-as-you-need blood
pressure measurement device 100 of the invention from an arbitrary number of circuit boards. - The structural details (and their functions) of the use-as-you-need blood pressure measurement device of the present invention will be described below with reference to
FIG. 2 ,FIG. 3 ,FIG. 4 , andFIG. 5 , which show a block diagram, a rear view, and two states of use of the use-as-you-need blood pressure measurement device respectively. - As shown in the drawings, the use-as-you-need blood
pressure measurement device 100 includes awatch case assembly 10 and awatch band 20 attached to thewatch case assembly 10. Thewatch band 20 is connected to thewatch case assembly 10 in a detachable manner so as to be replaceable when needed. - The
watch case assembly 10 includes anelectrocardiographic detection module 11, apulse detection module 12, adisplay device 13, at least oneoperating unit 14, and acontroller 15. Theelectrocardiographic detection module 11 is configured to obtain a user's electrocardiographic signals, and thepulse detection module 12 is configured to obtain the user's pulse signals. Theelectrocardiographic detection module 11 and thepulse detection module 12 may be controlled by thesame controller 15 or be driven to execute their respective algorithms by different controllers respectively; the present invention has no limitation in this regard. - The
electrocardiographic detection module 11 includes afirst electrode 111, asecond electrode 112, and agrounding electrode 113. Thecontroller 15 is directly connected or is coupled to thefirst electrode 111, thesecond electrode 112, and thegrounding electrode 113 in order to derive a user's electrocardiographic signals from the variation of electric potential between thefirst electrode 111 and thesecond electrode 112 while using the electric potential of thegrounding electrode 113 as the reference electric potential. - The
first electrode 111 and thegrounding electrode 113 are provided on the side of thewatch case assembly 10 that is adjacent to a user's limb on which the use-as-you-need bloodpressure measurement device 100 is worn, the objective being for the two electrodes to lie on the user's skin during use, and thesecond electrode 112 is also provided on thewatch case assembly 10 in order to be touched by a limb of the user that is on the opposite side of the body. In one preferred embodiment as shown inFIG. 4 , thesecond electrode 112 is provided on the watch face of thewatch case assembly 10, so a user wearing the use-as-you-need bloodpressure measurement device 100 on one wrist can press at thesecond electrode 112 with a finger of the opposite hand, thereby allowing thecontroller 15 to obtain the user's electrocardiographic signals. - The
pulse detection module 12 includes a plurality ofsensors 121. Thecontroller 15 is directly connected or is coupled to thesensors 121. Preferably, thesensors 121 are piezoelectric sensors, Doppler radars, impedance pressure sensors, capacitance pressure sensors, acoustic wave sensors, ultrasonic sensors, or photoplethysmographic (PPG) devices. While there are threesensors 121 in the embodiment shown inFIG. 3 , the number of thesensors 121 may vary, depending on the volume of thewatch case assembly 10, the area of eachsensor 121, or the average circumference of a user's wrist. For example, 2, 3, 4, 5, 6, ormore sensors 121 may be used to meet practical needs; the present invention has no limitation in this regard. Thesensors 121 are arranged horizontally on the watch case assembly 10 (e.g., of a wrist watch embodying the use-as-you-need blood pressure measurement device 100) in a direction parallel to a user's limb on which the wrist watch is worn. The phrase “arranged horizontally . . . in a direction parallel to a user's limb on which the wrist watch is worn” means that thesensors 121 are arranged along a straight line on the backside of thewatch case assembly 10, and that the direction in which thesensors 121 are arranged is parallel to the user's limb (e.g., forearm) on which the wrist watch is worn. In this embodiment, in which the use-as-you-need bloodpressure measurement device 100 is in the form of a wrist watch, thesensors 121 are perpendicular to thewatch band 20 of the wrist watch; therefore, even if thewatch band 20 is shifted in position on the user's wrist, thecontroller 15 can still obtain the user's pulse signals through at least one of thesensors 121 that remains at the intended sensing position. - Please refer to
FIG. 6 ,FIG. 7 , andFIG. 8 for three groups of waveforms, wherein each group of waveforms are generated by three piezoelectric sensors respectively. In the preferred embodiment illustrated herein, thecontroller 15 is connected to each of thesensors 121 in order to obtain the pulse signals received by eachsensor 121. As there are threesensors 121 in this embodiment, thecontroller 15 will receive three pulse signals as those shown in each ofFIG. 6 ,FIG. 7 , andFIG. 8 . Thecontroller 15 will choose the suitable wave peaks or valleys from the three pulse signals as the correct pulse signals and then either derive the heart rhythm from the pulse signals or calculate blood pressure parameters according to the pulse signals in conjunction with the electrocardiographic signals. The term “suitable wave peaks or valleys” refers to pulse signals whose wave peaks or valleys have significant peak/valley values that can be sampled within an extremely short period of time. - The following paragraphs describe tests in which three piezoelectric sensors are used as the
sensors 121. The three piezoelectric sensors obtain a user's pulse signals separately and generate the waveforms inFIG. 6 ,FIG. 7 , andFIG. 8 . An algorithm suitable for use in the present invention is also described below with reference to the waveforms. - In
FIG. 6 , both the first signal (at the top of the graph) and the second signal (in the middle of the graph) have delayed wave peak values, making it impossible to measure the time points at which the wave peaks occur respectively; that is to say, the first signal and the second signal cannot be used in blood pressure measurement. In contrast to the first and the second signals, the exact positions of the vertical projections of the wave peaks of the third signal (at the bottom of the graph) on the time axis can be clearly measured. - In
FIG. 7 , the first signal (at the top of the graph), whosecorresponding sensor 121 is out of position, fails to reach the threshold value and hence cannot be sampled by thecontroller 15. The second signal (in the middle of the graph) is delayed, so the time points at which its wave peaks occur respectively cannot be measured. Both the first signal and the second signal, therefore, cannot be used in blood pressure measurement. In contrast to the first and the second signals, the exact positions of the vertical projections of the wave peaks of the third signal (at the bottom of the graph) on the time axis can be clearly measured. - In
FIG. 8 , the exact positions of the vertical projections of the wave peaks of all the three signals at the top, in the middle, and at the bottom of the graph can be clearly measured. - It is worth mentioning that, although it is difficult to determine the trigger times of the first and the second signals in
FIG. 6 andFIG. 7 according to the sampled values of those signals, one preferred embodiment includes taking the positions of the vertical projections of the trigger edges on the time axis as reference values for use in calculating the user's blood pressure. - In one preferred embodiment, the
controller 15 is configured to sample all the pulse signals one after another and, upon determining that the wave peaks or valleys of a pulse signal cannot be sampled, goes on to sample the pulse signal of anothersensor 121. In another preferred embodiment, thecontroller 15 can sample multiple pulse signals by the time-division multiplexing method and find pulse signals with the highest signal integrity or reliability as the correct pulse signals. The present invention, however, has no limitation on the sampling method of thecontroller 15. - The
display device 13 is provided on the watch face of thewatch case assembly 10 and is connected to thecontroller 15 in order to display a user's physiological data, such as a user's blood pressure data, heart rhythm data, or the like. In addition to displaying the aforesaid data, thedisplay device 13 may provide a control interface or graphical user interface (GUI) whereby a user can operate or set the use-as-you-need bloodpressure measurement device 100; the present invention has no limitation in this regard. Thedisplay device 13 may be an organic light-emitting diode (OLED) display panel, an in-plane switching (IPS) liquid crystal display panel, a low-temperature poly-silicon (LTPS) display panel, an indium gallium zinc oxide (IGZO) display panel, a vertical alignment (VA) liquid crystal display panel, a quantum dot display panel, or electronic paper (epaper). In one preferred embodiment, thedisplay device 13 is a touch panel. The present invention has no limitation on the type of thedisplay device 13. - The at least one operating
unit 14, which may be provided on one side or two sides of thewatch case assembly 10, is connected to thecontroller 15 and serves as a user input interface. For example, the at least one operatingunit 14 may be at least one physical button, a touch panel, at least one knob, or other similar input units; the present invention has no limitation in this regard. - The
controller 15 may be a central processing unit (CPU), a programmable general-purpose or special-purpose microprocessor, a digital signal processor (DSP), a programmable controller, an application-specific integrated circuit (ASIC), other similar devices, or a combination of the above. In one preferred embodiment, and by way of example only, thecontroller 15 and a storage unit form a co-constructed processor. Thecontroller 15 is directly connected or is coupled to theelectrocardiographic detection module 11 and thepulse detection module 12 in order to obtain a user's electrocardiographic signals and pulse signals and then calculate the user's mean arterial pressure (MAP) from the electrocardiographic signals and pulse signals, as detailed below. - The
processor 15 in the present invention determines blood pressure values according to the relationship between pressure and pulse wave velocity (PWV). In each cardiac cycle, a pressure pulse is generated by contraction of the left ventricle and propagates through the arteries to the peripheral vascular system. The pulse wave velocity in an artery depends on the stiffness of the artery and can be expressed by equation (a): -
- where ρ is blood density. The stiffness of an artery is associated with the transmural pressure across the artery wall, and this pressure is a function of the geometry of the blood vessel and the viscoelasticity of the blood vessel wall. As the pressure acting on an artery wall from outside the artery is typically negligible, the transmural pressure across the artery wall is equal to the blood pressure in the artery. The stiffness and pulse wave velocity of an artery, therefore, are a function of the blood pressure in the artery. Correlation between the pulse wave velocity and blood pressure in an artery forms the basis of non-invasive blood pressure measurement. In particular, pulse wave velocity has the strongest correlation to diastolic pressure and mean arterial pressure, as can be expressed by equation (b):
-
PWV=fcn(MAP) equation (b). - The relationship between pulse wave velocity and mean arterial pressure can be accurately described by the following linear model equation (c):
-
PWV(t)=a·MAP(t)+pwv0 equation (c), - where the slope a and the constant pwv0 are user-specific parameters. To trace a patient's pulse pressure and velocity, the present invention uses the
electrocardiographic detection module 11 and thepulse detection module 12 to monitor a known parameter, i.e., the pulse arrival time (PAT). Each pulse arrival time measurement is in fact the sum of two different periods of time, namely the vascular transit time (VTT) and the pre-ejection period (PEP). The vascular transit time is the time for which a pressure pulse travels along an arterial path. The pre-ejection period is the time interval between two adjacent peaks of a composite wave, or the interval at which the aortic valve opens, and includes electromechanical delay and isovolumic contraction. The pulse arrival time can be expressed by equation (d): -
- where the parameter L is the length of the path along which a pressure pulse propagates in an artery.
- Assuming the pre-ejection period is constant while monitoring takes place, a change in the pulse arrival time directly results in a change in the vascular transit time, and these two parameters are associated with variation of the mean arterial pressure. To establish the relationship between pulse arrival time and mean arterial pressure and the linear relationship between mean arterial pressure and pulse wave velocity, it behaves as if equation (b) must be abstracted and defined in measuring the pulse delay time at the individual measurement pulse arrival time, as expressed by equation (e):
-
- While estimating the mean arterial pressure, any error in the pulse arrival time will render the unknown constant pwv0 inaccurate, but this can be corrected by tracing the variation of pulse arrival time and of mean arterial pressure over time. And by doing so, the estimation error of mean arterial pressure, which is multiplied by the unknown slope a, will also be minimized. The present invention introduces correction parameters into the foregoing equations to produce an algorithm for calculating mean arterial pressure and reducing possible deviation.
- In one preferred embodiment, mean arterial pressure can be obtained by the following equation (I):
-
- where lp is the length of the path along which a pulse propagates in an artery; tpa is the pulse arrival time; and a, b, and c are correction parameters. The correction parameters are derived from a target subject database to provide necessary adjustment to the algorithm. In one preferred embodiment, the correction parameter a ranges from 0.01 to 0.15 and may be, but is not limited to, 0.01, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08, 0.09, 0.10, 0.11, 0.12, 0.13, 0.14, or 0.15; the correction parameter b ranges from 0.01 to 0.15 and may be, but is not limited to, 0.01, 0.03, 0.05, 0.07, 0.09, 0.11, 0.13, or 0.15; and the correction parameter c ranges from 1 to 1000 and may be, but is not limited to, 1, 10, 100, or 1000. In a more preferred embodiment, the correction parameter a ranges from 0.02 to 0.04, the correction parameter b ranges from 0.02 to 0.04, and the correction parameter c is 1.
- The pulse arrival time in the equation is obtained as the time difference between an R-wave peak value of an electrocardiographic signal and the corresponding peak value of the corresponding pulse signal. In another preferred embodiment, the pulse arrival time is obtained by detecting the time difference between the corresponding valleys of an electrocardiographic signal and the corresponding pulse signal, wherein the valleys serve as the trigger conditions. The present invention has no limitation on the method by which to determine the pulse arrival time. In one preferred embodiment, the
pulse detection module 12 is configured to detect the pulse of the radial artery at the wrist, and the length of the path along which such a pulse propagates in the arteries is the length of the arm. - In another preferred embodiment, mean arterial pressure is obtained by equation (II):
-
- where lp is the length of the path along which a pulse propagates in an artery; tpa is the pulse arrival time; and A, B, and C are correction parameters. The correction parameters are derived from a target subject database to provide necessary adjustment to the algorithm. In one preferred embodiment, the correction parameter A ranges from 0.01 to 0.15 and may be, but is not limited to, 0.01, 0.02, 0.03, 0.04, 0.05, 0.06, 0.07, 0.08, 0.09, 0.10, 0.11, 0.12, 0.13, 0.14, or 0.15; the correction parameter B ranges from 0.1 to 1.0 and may be, but is not limited to, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, or 1.0; and the correction parameter C ranges from 1 to 1000 and may be, but is not limited to, 1, 10, 100, or 1000. In a more preferred embodiment, the correction parameter A ranges from 0.02 to 0.10, the correction parameter B ranges from 0.1 to 1.0, and the correction parameter C is 100.
- The pulse arrival time in the equation is obtained as the time difference between an R-wave peak value of an electrocardiographic signal and the corresponding peak value of the corresponding pulse signal. In another preferred embodiment, the pulse arrival time is obtained by detecting the time difference between the corresponding valleys of an electrocardiographic signal and the corresponding pulse signal, wherein the valleys serve as the trigger conditions. The present invention has no limitation on the method by which to determine the pulse arrival time. In one preferred embodiment, the
sensors 121 are configured to detect the pulse of the radial artery at the wrist, and the length of the path along which such a pulse propagates in the arteries is the distance from the chest to the wrist. -
FIG. 9 is a plot showing the test result of correlation between the present invention and a commercially available product. - To determine whether the arterial pulse wave velocity measured by the present invention differs from the measurement result of a commercially available brachial sphygmomanometer, the inventor conducted a brachial artery pressure (BAP) measurement study in which the mean arterial pressures of a group of subjects (including healthy people and those with heart rhythm irregularities) were recorded using a commercially available product (Omron HBP-9092®) as well as the use-as-you-need blood
pressure measurement device 100 of the present invention, and in which a correlation analysis was performed on the measurement results of the two devices. - As shown in
FIG. 9 , during the 30 seconds when brachial artery pressure (BAP) measurements were taken simultaneously with the use-as-you-need bloodpressure measurement device 100 of the present invention and Omron HBP-9092®, there is a significant correlation, or a linear relationship, between the mean arterial pressures recorded by the use-as-you-need bloodpressure measurement device 100 of the present invention and the BAP values recorded by Omron HBP-9092®, the correlation coefficient R being 0.85 (p<0.001). - According to the above, a pulse detection module according to the present invention includes a plurality of piezoelectric sensors that are arranged in a direction parallel to a user's limb. Therefore, even if a wearable device (e.g., a wrist watch) provided with the pulse detection module is shifted away from its most desirable position on the wrist, at least one of the sensors can still detect the user's pulse and pulse waves to ensure completeness and continuity of the detection data. Moreover, the present invention provides a use-as-you-need blood pressure measurement device whose non-invasive and non-occlusive medical sensing technique/algorithm makes it possible to measure a user's mean arterial pressure, systolic pressure, diastolic pressure, and pulse (all of which are helpful in diagnosing heart rhythm irregularities) in real time without affecting the user's daily life.
- The above is the detailed description of the present invention. However, the above is merely the preferred embodiment of the present invention and cannot be the limitation to the implement scope of the present invention, which means the variation and modification according to the present invention may still fall into the scope of the invention.
Claims (12)
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US201762604137P | 2017-06-26 | 2017-06-26 | |
PCT/CN2017/113920 WO2018099425A1 (en) | 2016-12-01 | 2017-11-30 | Pulse detection module and blood pressure measurement device comprising same |
US16/465,446 US20200000349A1 (en) | 2016-12-01 | 2017-11-30 | Pulse detection module and use-as-you-need blood pressure measurement device comprising the same |
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US16/465,446 Abandoned US20200000349A1 (en) | 2016-12-01 | 2017-11-30 | Pulse detection module and use-as-you-need blood pressure measurement device comprising the same |
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2017
- 2017-11-28 TW TW106141423A patent/TWI653029B/en active
- 2017-11-28 TW TW106141427A patent/TWI667013B/en active
- 2017-11-28 TW TW106141425A patent/TWI653032B/en active
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Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10993627B1 (en) * | 2017-01-24 | 2021-05-04 | James Eric Dotter | Device for determining blood pressure without a cuff |
US11497462B2 (en) * | 2018-02-13 | 2022-11-15 | West Virginia University | Rapid pulse confirmation device |
US11547311B2 (en) * | 2019-05-03 | 2023-01-10 | Asustek Computer Inc. | Physiological data detection method and wearable device therefor |
US11800986B2 (en) | 2020-12-28 | 2023-10-31 | Industrial Technology Research Institute | Non-pressure continuous blood pressure measuring device and method |
US12364404B2 (en) | 2021-03-19 | 2025-07-22 | Samsung Electronics Co., Ltd. | Apparatus and method for estimating bio-information |
CN115581444A (en) * | 2022-09-29 | 2023-01-10 | 汉王科技股份有限公司 | Blood pressure detection method, device, sphygmomanometer and medium |
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CN109788917A (en) | 2019-05-21 |
TW201821023A (en) | 2018-06-16 |
CN109688907A (en) | 2019-04-26 |
TWI667013B (en) | 2019-08-01 |
TW201821025A (en) | 2018-06-16 |
WO2018099425A1 (en) | 2018-06-07 |
TWI653029B (en) | 2019-03-11 |
TWI653032B (en) | 2019-03-11 |
US11800985B2 (en) | 2023-10-31 |
CN109688907B (en) | 2022-04-29 |
US11412940B2 (en) | 2022-08-16 |
US20190387984A1 (en) | 2019-12-26 |
CN109640802A (en) | 2019-04-16 |
WO2018099427A1 (en) | 2018-06-07 |
WO2018099426A1 (en) | 2018-06-07 |
TW201821017A (en) | 2018-06-16 |
US20200000350A1 (en) | 2020-01-02 |
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