EP3445237A1 - Respiration monitoring system and method - Google Patents
Respiration monitoring system and methodInfo
- Publication number
- EP3445237A1 EP3445237A1 EP16899626.2A EP16899626A EP3445237A1 EP 3445237 A1 EP3445237 A1 EP 3445237A1 EP 16899626 A EP16899626 A EP 16899626A EP 3445237 A1 EP3445237 A1 EP 3445237A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- respiration
- subject
- monitoring system
- magnet
- detection system
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Withdrawn
Links
- 230000029058 respiratory gaseous exchange Effects 0.000 title claims abstract description 111
- 238000000034 method Methods 0.000 title claims abstract description 49
- 238000012544 monitoring process Methods 0.000 title claims abstract description 48
- 238000006073 displacement reaction Methods 0.000 claims abstract description 52
- 210000000779 thoracic wall Anatomy 0.000 claims abstract description 16
- 230000008569 process Effects 0.000 claims abstract description 15
- 238000001514 detection method Methods 0.000 claims description 28
- 238000012545 processing Methods 0.000 claims description 23
- 230000005540 biological transmission Effects 0.000 claims description 10
- 210000000038 chest Anatomy 0.000 claims description 9
- 230000008054 signal transmission Effects 0.000 claims description 9
- 238000004891 communication Methods 0.000 claims description 8
- 239000004020 conductor Substances 0.000 claims description 6
- 230000036760 body temperature Effects 0.000 claims 1
- 230000000241 respiratory effect Effects 0.000 description 18
- 210000001015 abdomen Anatomy 0.000 description 8
- 230000033001 locomotion Effects 0.000 description 7
- 230000008859 change Effects 0.000 description 6
- 230000000694 effects Effects 0.000 description 5
- 239000004744 fabric Substances 0.000 description 4
- 238000009423 ventilation Methods 0.000 description 4
- 230000035565 breathing frequency Effects 0.000 description 3
- 239000000463 material Substances 0.000 description 3
- 230000003595 spectral effect Effects 0.000 description 3
- 230000005670 electromagnetic radiation Effects 0.000 description 2
- 239000000499 gel Substances 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 210000002345 respiratory system Anatomy 0.000 description 2
- 208000023504 respiratory system disease Diseases 0.000 description 2
- 238000010183 spectrum analysis Methods 0.000 description 2
- 210000001562 sternum Anatomy 0.000 description 2
- 206010011224 Cough Diseases 0.000 description 1
- 229910052779 Neodymium Inorganic materials 0.000 description 1
- 229920002334 Spandex Polymers 0.000 description 1
- 230000003187 abdominal effect Effects 0.000 description 1
- 230000001133 acceleration Effects 0.000 description 1
- 230000002411 adverse Effects 0.000 description 1
- 208000006673 asthma Diseases 0.000 description 1
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 239000008280 blood Substances 0.000 description 1
- 210000004369 blood Anatomy 0.000 description 1
- 230000036772 blood pressure Effects 0.000 description 1
- 210000004556 brain Anatomy 0.000 description 1
- NDYCBWZIOSTTHS-UHFFFAOYSA-N cobalt samarium Chemical compound [Co].[Co].[Co].[Co].[Co].[Sm] NDYCBWZIOSTTHS-UHFFFAOYSA-N 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 230000007797 corrosion Effects 0.000 description 1
- 238000005260 corrosion Methods 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000003745 diagnosis Methods 0.000 description 1
- 230000004064 dysfunction Effects 0.000 description 1
- 239000000835 fiber Substances 0.000 description 1
- 230000001939 inductive effect Effects 0.000 description 1
- 230000003434 inspiratory effect Effects 0.000 description 1
- 230000003601 intercostal effect Effects 0.000 description 1
- 239000007788 liquid Substances 0.000 description 1
- 210000004072 lung Anatomy 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 210000003205 muscle Anatomy 0.000 description 1
- QEFYFXOXNSNQGX-UHFFFAOYSA-N neodymium atom Chemical compound [Nd] QEFYFXOXNSNQGX-UHFFFAOYSA-N 0.000 description 1
- 229910052760 oxygen Inorganic materials 0.000 description 1
- 239000001301 oxygen Substances 0.000 description 1
- 229910052761 rare earth metal Inorganic materials 0.000 description 1
- 150000002910 rare earth metals Chemical class 0.000 description 1
- 208000024584 respiratory abnormality Diseases 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 210000004872 soft tissue Anatomy 0.000 description 1
- 239000004759 spandex Substances 0.000 description 1
- 230000001360 synchronised effect Effects 0.000 description 1
- 210000000115 thoracic cavity Anatomy 0.000 description 1
- 238000012546 transfer Methods 0.000 description 1
- 210000001113 umbilicus Anatomy 0.000 description 1
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/103—Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
- A61B5/11—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
- A61B5/113—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb occurring during breathing
- A61B5/1135—Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb occurring during breathing by monitoring thoracic expansion
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/08—Measuring devices for evaluating the respiratory organs
- A61B5/0806—Measuring devices for evaluating the respiratory organs by whole-body plethysmography
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/08—Measuring devices for evaluating the respiratory organs
- A61B5/091—Measuring volume of inspired or expired gases, e.g. to determine lung capacity
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6802—Sensor mounted on worn items
- A61B5/6804—Garments; Clothes
- A61B5/6805—Vests, e.g. shirts or gowns
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6813—Specially adapted to be attached to a specific body part
- A61B5/6823—Trunk, e.g., chest, back, abdomen, hip
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2562/00—Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
- A61B2562/02—Details of sensors specially adapted for in-vivo measurements
- A61B2562/0223—Magnetic field sensors
Definitions
- a key respiratory characteristic is respiratory air volume (or tidal volume).
- One method includes having the patient or subject breathe into a mouthpiece connected to a flow rate measuring device. Flow rate is then integrated to provide air volume change.
- respiration monitors Other conventional devices for determining tidal volume include respiration monitors. Illustrative are the systems disclosed in U.S. Pat. Nos. 3,831,586 and 4,033,332.
- a further means for determining tidal volume is to measure the change in size (or displacement) of the rib cage and abdomen, as it is well known that lung volume is a function of these two parameters.
- a number of systems and devices have been employed to measure the change in size (i.e. circumference) of the rib cage (and/or abdomen), including
- RIP belts are a common means employed to measure changes in the cross- sectional areas of the rib cage and abdomen.
- RIP belts include conductive loops of wire that are coiled and sewed into an elastic belt. As the coil stretches and contracts in response to changes in a subject's chest cavity size, a magnetic field generated by the wire changes.
- the output voltage of an RIP belt is generally related to changes in the expanded length of the belt and, thus, changes in the enclosed cross-sectional area.
- measuring changes in the cross-sectional areas of the abdomen can increase the accuracy of RIP belt systems.
- one belt is typically secured around the mid-thorax and a second belt is typically placed around the mid-abdomen.
- RIP belts can also be embedded in a garment, such as a shirt or vest, and appropriately positioned therein to measure rib cage and abdominal displacements, and other anatomical and physiological parameters.
- a garment such as a shirt or vest
- Illustrative is the system disclosed in U.S. Pat. No. 6,551 ,252.
- a first magnetometer is typically placed over the sternum at the level proximate the 4th intercostal space and the second magnetometer is placed over the spine at the same level.
- additional magnetometers are employed to increase the accuracy of the system.
- a third magnetometer can be placed on the abdomen at the level of the umbilicus and a fourth magnetometer can be placed over the spine at the same level.
- Illustrative is the magnetometer-based system disclosed in U.S. Pub. No. 201 1 /0054271 .
- the output voltage is linearly related to the distance between two magnetometers; provided, the axes of the magnetometers remain substantially parallel to each other. As rotation of the axes can change the voltage, the magnetometers are typically secured to the subject's skin in a parallel fashion, whereby rotation due to the motion of underlying soft tissue is minimized.
- a major drawback and disadvantage associated with many garment based magnetometer systems is that the wires that are employed to effectuate communication by and between the magnetometers and other electronic components, e.g., sensors, are typically disposed outside of the garment or disposed partially or wholly within the garment seams. As a result, the wires can, and often will, catch and tangle on objects. The wires also reduce mobility and add weight. Further, the wires are not, in general, washable or resistant to corrosion. Such a design is, thus, not very robust.
- a further drawback and disadvantage of systems employing conductive garment fabrics, as well as exposed wiring, is that it is difficult to achieve an effective or secure mechanical and electrical interconnection between external or portable modules or subsystems, e.g., processing or control unit, and the integrated circuitry and/or electronic components.
- respiration monitoring system and method that (i) accurately measures one or more respiration parameters or characteristics associated with a user or wearer, (ii) does not require the user to secure electrodes to their body or to use any conductive gels, (iii) does not include any exposed electrical circuitry, (iv) does not include any wires that must be connected or routed by the wearer, (v) does not interfere with the activities of or duties earned out by the user, and (vi) is aesthetically pleasing.
- the present invention is directed to a respiration monitoring system and associated method that is configured to (i) determine three dimensional displacement of the spine of a subject with respect to the axial displacement of the subject's chest wall, (ii) process the three dimensional anatomical data, (iii) detemiine at least one respiration parameter associated with the monitored subject as a function of the three dimensional anatomical data, and (iv) generate at least one respiration parameter signal representing the respiration parameter.
- the system includes a garment that is configured to cover at least the chest region and upper back of a wearer (or user).
- the garment includes a circumferential band having a respiration detection system and integral signal transmission means associated therewith.
- the system further includes one or more additional physiological sensors that are in communication with the signal transmission means.
- the respiration monitoring system includes at least one permanent magnet and at least one electromagnetic coil or magnetometer that are configured and positioned to detect three dimensional displacements of the spine with respect to axial displacements of the chest wall of the user.
- the respiration monitoring system further includes an electronics module that is in communication with the respiration detection system.
- the electronics module includes at least a processing system and data transmission system.
- FIGURE IB is a schematic illustration of a respiration monitoring system electronics module, in accordance with the invention.
- FIGURE 2 is a schematic illustration of an electromagnetic coil, i.e.
- FIGURE 4 is a perspective view of the subject shown in FIGURE 3, showing the position of an electromagnetic coil on the front of the subject, in accordance with one embodiment of the invention
- FIGURE 5 is a plan view of the back of the subject shown in FIGURE 3, showing the position of a magnet thereon, in accordance with one embodiment of the invention
- FIGURE 6 is a perspective view of one embodiment of a wearable respiration monitoring system on a subject, in accordance with the invention.
- FIGURE 7 is a top plan view of one embodiment of a circumferential band having a respiration detection system associated therewith, in accordance with the invention.
- FIGURES 8-9 are graphical illustrations representing a subject's breathing patterns as a function of time, as provided by a wearable respiration monitoring system, in accordance with one embodiment of the invention.
- respiratory parameter and “respiratory characteristic” are used interchangeable herein, and mean and include a characteristic associated with the respiratory system and functioning thereof, including, without limitation, breathing frequency, tidal volume, inspiration volume, expiration volume, minute ventilation, inspiratory breathing time, expiratory breathing time, and flow rates (e.g., rates of change in the chest wall volume).
- flow rates and respiratory accelerations can be determined from a volume signal. Further, numerous inferences regarding ventilation mechanics can be drawn from the degree of asynchrony in movement occurring amongst the discrete compartments that make up the chest wall and the three dimensional movements of the spine.
- respiratory system disorder and “respiratory disorder” and “adverse respiratory event”, as used herein, mean and include any dysfunction of the respiratory system that impedes the normal respiration or ventilation process.
- physiological parameter and “physiological characteristic”, as used herein, mean and include, without limitation, electrical activity of the heart, electrical activity of other muscles, electrical activity of the brain, pulse rate, blood pressure, blood oxygen saturation level, skin temperature, and core temperature.
- respiration monitoring systems and associated methods of the invention are described herein in connection with monitoring respiration parameters and characteristics in a human body, the invention is in no way limited to such use.
- the respiration monitoring systems and associated methods of the invention can also be employed to monitor respiration and other physiological parameters in other mammalian bodies.
- respiration monitoring systems and associated methods of the invention can also be employed in non-medical contexts, such as determining volumes and/or volume changes in extensible bladders used for containing liquids and/or gasses.
- the present invention is directed to respiration monitoring systems and associated methods.
- the respiration monitoring systems of the invention are designed and configured to (i) determine three dimensional displacement of the spine of a subject with respect to the axial displacement of the subject's chest wall, more preferably, tliree dimensional
- the respiration monitoring system 100 preferably includes a respiration detection system 2, signal transmission conductors 10, an electronics module 12 and a power source 50, such as a battery.
- the permanent magnet 16 comprises a rare earth magnet, including, but not limited to Neodymium (Nd?Fei 4 B) and Samarium-cobalt (SmCo 5 ).
- the module processing system 13 comprises at least one algorithm that is programmed and configured to isolate and process the anatomical displacement signals representing variations in the strength of AC magnetic field, MF, and determine at least one physiological characteristic or parameter, preferably, at least one respiration parameter, as a function of the anatomical displacement signals.
- the processing algorithm comprises a spectral density estimation algorithm using parametric methods, including, without limitation, autoregressive model, moving-average model, autoregressive moving average, maximum entropy spectral estimation, Burg's method, covariance method, modified covariance method and Yule- Walker method.
- the processing algorithm comprises a Fourier transform algorithm.
- the electronics module 12 further includes a data transmission system 17 comprising a transmitter that is programmed and configured to transmit the respiration parameter signals to a signal receiving device.
- the signal receiving device comprises a remote signal receiving device, e.g., a base module or a hand-held electronic device, such as a smart phone, tablet, computer, etc.
- the transmission system 17 is programmed and configured to wirelessly transmit the respiration parameter signals via optical or capacitive signal transmission means including, but not limited to, Wi-Fi, Bluetooth, Bluetooth Low Energy, near field communication (NFC), radio frequency identification (RFID) and Zigbee.
- optical or capacitive signal transmission means including, but not limited to, Wi-Fi, Bluetooth, Bluetooth Low Energy, near field communication (NFC), radio frequency identification (RFID) and Zigbee.
- the remote display unit 102 includes a receiver that is programmed and configured to receive the physiological parameter signals generated by the processing system 13.
- the remote display 102 is also programmed to display respiration parameters associated with the respiration parameter signals on the display unit.
- FIG. 1-7 an exemplary embodiment of a physiological monitoring system of the invention will be described in detail.
- the respiration monitoring system 100 shown in Fig. 1 A is designed and configured to (i) determine three dimensional displacement of the spine (represented by dashed line denoted 204 in Fig. 3) of a subject 200 with respect to the axial displacement of the subject's chest wall 202, (ii) process the three dimensional anatomical data, i.e. anatomical displacement signals representing same, (iii) determine at least one respiration parameter associated with the subject as a function of the anatomical displacement signals, and (iv) generate at least one respiration parameter signal representing the respiration parameter.
- the respiration monitoring system 100 is further adapted to monitor one or more additional physiological characteristics associated with the monitored subject.
- the respiration monitoring system 100 includes wearable garment 101.
- the ganiient 101 includes circumferential band 1 05, which is attached an interior portion of the garment 101 .
- the garment 101 can comprise various conventional fabrics having fibers of variable loft and thickness.
- the garment comprises a form fitting garment constructed of Lycra® or like material.
- the circumferential band 105 comprises a conductive fabric.
- At least one of the shoulder portions 1 10 of the garment 1 01 comprises a two-piece portion, i.e. an over-lapping strap configuration, to facilitate easy placement of the garment 101 on a wearer, e.g., elderly user.
- the two-piece portion includes a conventional Velcro® system or hooks or snaps to secure the ends of the over-lapping strap after the garment 101 is positioned on the wearer's body.
- the garment 101 includes at least one opening, which is preferably disposed in the front of the ganiient 101 , for releasable attachment of electronic components, e.g. the electronics module 12 (discussed below), diagnostic devices, etc., to the garment band 105.
- electronic components e.g. the electronics module 12 (discussed below), diagnostic devices, etc.
- the garment band 105 is also configured to receive and secure the respiration detection system 2 (see Fig. 7).
- the respiration detection system 2 preferably comprises at least one magnetometer 15 and at least one magnet 16.
- the respiration detection system 2 can also comprise a plurality of magnetometers, such as disclosed in Co-Pending Application No. 13/854,280, and associated magnets.
- the band 105 includes pockets 20 that are configured to removeably receive and, hence, position the respiration detection system 2, i.e. magnetometer 15 and magnet 16 (see Fig. 7).
- the magnetometer 15 and/or magnet 16 is permanently attached to the band 105.
- the respiration detection system 2 is designed and configured to determine three dimensional displacements of the spine 204 of a subject (or wearer of a monitoring system) 200 with respect to the axial displacements of the subject's chest wall 202.
- the detection system magnetometer 15 is configured (and positioned) to detect and measure variations in strength of the AC magnetic field, MF, which is generated by magnet 16.
- variations in the strength of the AC magnetic field, M F correspond to three dimensional displacements of the spine 204 of a wearer 200 of the respiration monitoring system 100 with respect to axial displacements of the wearer ' s chest wall 202.
- magnet 16 is disposed on the front of the subject 200 proximate the subject's xyphoid process and magnetometer 15 is disposed on the back 203 of the subject 200 proximate the same axial position.
- the electronics module 12 includes a processing system 13 that includes programs, parameters, instructions and at least one associated algorithm to control the respiration detection system 2 and the function thereof, and the transmission and receipt of signals therefrom, as well as the data transmission system 17.
- the module processing system 13 is programmed and configured to detect and process the anatomical displacement signals and, hence, changes in spaced distance between the magnetometer 15 and magnet 16, and determine at least one respiration parameter, more preferably, a plurality of respiratory parameters of the monitored subject 200 as a function of the anatomical displacement signals.
- the module processing system 13 (or the remote display unit 102, discussed below) also includes a "rules set" that includes a rule in which an alert signal is transmitted if the anatomical displacement signals indicate that a respiratory or other physiological parameter that is being monitored is outside a "rules set" that includes a rule in which an alert signal is transmitted if the anatomical displacement signals indicate that a respiratory or other physiological parameter that is being monitored is outside a
- the module data transmission system 17 is programmed and configured to wirelessly transmit respiration parameter signals processed by the module processing system 13 to a remote signal receiving device, such as a base module or a hand-held electronic device, via one of the aforementioned via optical or capacitive signal transmission means.
- a remote signal receiving device such as a base module or a hand-held electronic device
- the module 1 2 can further includes a GPS or other position detection subsystem, and/or a motion detector, such as an accelerometer.
- the module can further include separate display means.
- Figs. 8 and 9 there are shown graphical representations of a respiratory parameters, i.e. breathing frequency, of a subject determined by the respiration monitoring system 1 00 employed in wearable garment 1 01 , where Fig. 8 reflects a relatively slow respiration frequency of 20 breaths per minute and Fig. 9 reflects a relatively fast respiration frequency of 39 breaths per minute.
- the relative AC magnetic field strength comprises relative magnetic field strength "Rel M F s" in three dimensions, i.e. (Rel MFS) X ,
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- Pathology (AREA)
- Engineering & Computer Science (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- Medical Informatics (AREA)
- Molecular Biology (AREA)
- Physics & Mathematics (AREA)
- Biophysics (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Veterinary Medicine (AREA)
- Physiology (AREA)
- Pulmonology (AREA)
- Hematology (AREA)
- Dentistry (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
Abstract
Description
Claims
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/US2016/028347 WO2017184129A1 (en) | 2016-04-20 | 2016-04-20 | Respiration monitoring system and method |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| EP3445237A1 true EP3445237A1 (en) | 2019-02-27 |
| EP3445237A4 EP3445237A4 (en) | 2020-01-01 |
Family
ID=60116956
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP16899626.2A Withdrawn EP3445237A4 (en) | 2016-04-20 | 2016-04-20 | Respiration monitoring system and method |
Country Status (2)
| Country | Link |
|---|---|
| EP (1) | EP3445237A4 (en) |
| WO (1) | WO2017184129A1 (en) |
Families Citing this family (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11191452B2 (en) | 2013-04-01 | 2021-12-07 | Medical Design Solutions, Inc. | Wearable physiological monitoring system |
| US10993638B2 (en) | 2013-04-01 | 2021-05-04 | Medical Design Solutions, Inc. | Wearable monitoring system and methods for determining respiratory and sleep disorders with same |
| US11191451B2 (en) | 2013-04-01 | 2021-12-07 | Medical Design Solutions, Inc. | Wearable monitoring system and methods for determining respiratory and sleep disorders with same |
| EP3946045A4 (en) * | 2019-03-25 | 2022-12-21 | Medical Design Solutions, Inc. | Wearable physiological monitoring system |
| RU199317U1 (en) * | 2020-04-30 | 2020-08-26 | Роман Дмитриевич Лебедев | A device for monitoring the physiological state of a person. |
Family Cites Families (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US4258718A (en) * | 1979-04-16 | 1981-03-31 | Goldman Michael D | Measuring respiratory air volume |
| US5073858A (en) * | 1984-12-10 | 1991-12-17 | Mills Randell L | Magnetic susceptibility imaging (msi) |
| GB2176610B (en) * | 1985-06-15 | 1990-02-14 | Densa Limited | Respiratory monitor |
| WO2004026137A1 (en) * | 2002-09-19 | 2004-04-01 | Alfred E. Mann Institute For Biomedical Engineering At The University Of Southern California | Ventilation and volume change measurements using permanent magnet and magnet sensor affixed to body |
| US9526419B2 (en) * | 2009-09-01 | 2016-12-27 | Adidas Ag | Garment for physiological characteristics monitoring |
| US9545222B2 (en) * | 2009-09-01 | 2017-01-17 | Adidas Ag | Garment with noninvasive method and system for monitoring physiological characteristics and athletic performance |
| US20140296651A1 (en) * | 2013-04-01 | 2014-10-02 | Robert T. Stone | System and Method for Monitoring Physiological Characteristics |
| US9572521B2 (en) * | 2013-09-10 | 2017-02-21 | PNI Sensor Corporation | Monitoring biometric characteristics of a user of a user monitoring apparatus |
-
2016
- 2016-04-20 EP EP16899626.2A patent/EP3445237A4/en not_active Withdrawn
- 2016-04-20 WO PCT/US2016/028347 patent/WO2017184129A1/en not_active Ceased
Also Published As
| Publication number | Publication date |
|---|---|
| WO2017184129A1 (en) | 2017-10-26 |
| EP3445237A4 (en) | 2020-01-01 |
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