This application relates in general to electrocardiographic monitoring and, in particular, to an extended wear electrocardiography patch.
The heart emits electrical signals as a by-product of the propagation of the action potentials that trigger depolarization of heart fibers. An electrocardiogram (ECG) measures and records such electrical potentials to visually depict the electrical activity of the heart over time. Conventionally, a standardized set format 12-lead configuration is used by an ECG machine to record cardiac electrical signals from well-established traditional chest locations. Electrodes at the end of each lead are placed on the skin over the anterior thoracic region of the patient's body to the lower right and to the lower left of the sternum, on the left anterior chest, and on the limbs. Sensed cardiac electrical activity is represented by PQRSTU waveforms that can be interpreted post-ECG recordation to derive heart rate and physiology. The P-wave represents atrial electrical activity. The QRSTU components represent ventricular electrical activity.
An ECG is a tool used by physicians to diagnose heart problems and other potential health concerns. An ECG is a snapshot of heart function, typically recorded over 12 seconds, that can help diagnose rate and regularity of heartbeats, effect of drugs or cardiac devices, including pacemakers and implantable cardioverter-defibrillators (ICDs), and whether a patient has heart disease. ECGs are used in-clinic during appointments, and, as a result, are limited to recording only those heart-related aspects present at the time of recording. Sporadic conditions that may not show up during a spot ECG recording require other means to diagnose them. These disorders include fainting or syncope; rhythm disorders, such as tachyarrhythmias and bradyarrhythmias; apneic episodes; and other cardiac and related disorders. Thus, an ECG only provides a partial picture and can be insufficient for complete patient diagnosis of many cardiac disorders.
Diagnostic efficacy can be improved, when appropriate, through the use of long-term extended ECG monitoring. Recording sufficient ECG and related physiology over an extended period is challenging, and often essential to enabling a physician to identify events of potential concern. A 30-day observation period is considered the “gold standard” of ECG monitoring, yet achieving a 30-day observation day period has proven unworkable because such ECG monitoring systems are arduous to employ, cumbersome to the patient, and excessively costly. Ambulatory monitoring in-clinic is implausible and impracticable. Nevertheless, if a patient's ECG could be recorded in an ambulatory setting, thereby allowing the patient to engage in activities of daily living, the chances of acquiring meaningful information and capturing an abnormal event while the patient is engaged in normal activities becomes more likely to be achieved.
For instance, the long-term wear of ECG electrodes is complicated by skin irritation and the inability ECG electrodes to maintain continual skin contact after a day or two. Moreover, time, dirt, moisture, and other environmental contaminants, as well as perspiration, skin oil, and dead skin cells from the patient's body, can get between an ECG electrode, the non-conductive adhesive used to adhere the ECG electrode, and the skin's surface. All of these factors adversely affect electrode adhesion and the quality of cardiac signal recordings. Furthermore, the physical movements of the patient and their clothing impart various compressional, tensile, and torsional forces on the contact point of an ECG electrode, especially over long recording times, and an inflexibly fastened ECG electrode will be prone to becoming dislodged. Moreover, dislodgment may occur unbeknownst to the patient, making the ECG recordings worthless. Further, some patients may have skin that is susceptible to itching or irritation, and the wearing of ECG electrodes can aggravate such skin conditions. Thus, a patient may want or need to periodically remove or replace ECG electrodes during a long-term ECG monitoring period, whether to replace a dislodged electrode, reestablish better adhesion, alleviate itching or irritation, allow for cleansing of the skin, allow for showering and exercise, or for other purpose. Such replacement or slight alteration in electrode location actually facilitates the goal of recording the ECG signal for long periods of time.
Conventionally, Holter monitors are widely used for long-term extended ECG monitoring. Typically, they are used for only 24-48 hours. A typical Holter monitor is a wearable and portable version of an ECG that include cables for each electrode placed on the skin and a separate battery-powered ECG recorder. The cable and electrode combination (or leads) are placed in the anterior thoracic region in a manner similar to what is done with an in-clinic standard ECG machine. The duration of a Holter monitoring recording depends on the sensing and storage capabilities of the monitor, as well as battery life. A “looping” Holter monitor (or event) can operate for a longer period of time by overwriting older ECG tracings, thence “recycling” storage in favor of extended operation, yet at the risk of losing event data. Although capable of extended ECG monitoring, Holter monitors are cumbersome, expensive and typically only available by medical prescription, which limits their usability. Further, the skill required to properly place the electrodes on the patient's chest hinders or precludes a patient from replacing or removing the precordial leads and usually involves moving the patient from the physician office to a specialized center within the hospital or clinic.
The ZIO XT Patch and ZIO Event Card devices, manufactured by iRhythm Tech., Inc., San Francisco, Calif., are wearable stick-on monitoring devices that are typically worn on the upper left pectoral region to respectively provide continuous and looping ECG recording. The location is used to simulate surgically implanted monitors. Both of these devices are prescription-only and for single patient use. The ZIO XT Patch device is limited to a 14-day monitoring period, while the electrodes only of the ZIO Event Card device can be worn for up to 30 days. The ZIO XT Patch device combines both electronic recordation components, including battery, and physical electrodes into a unitary assembly that adheres to the patient's skin. The ZIO XT Patch device uses adhesive sufficiently strong to support the weight of both the monitor and the electrodes over an extended period of time and to resist disadherance from the patient's body, albeit at the cost of disallowing removal or relocation during the monitoring period. Moreover, throughout monitoring, the battery is continually depleted and battery capacity can potentially limit overall monitoring duration. The ZIO Event Card device is a form of downsized Holter monitor with a recorder component that must be removed temporarily during baths or other activities that could damage the non-waterproof electronics. Both devices represent compromises between length of wear and quality of ECG monitoring, especially with respect to ease of long term use, female-friendly fit, and quality of atrial (P-wave) signals.
In addition, with the advent of wireless communications and wearable computing, other types of personal ambulatory monitors, of varying degrees of sophistication, have become increasingly available. For example, adherents to the so-called “Quantified Self” movement combine wearable sensors and wearable computing to self-track activities of their daily lives, including inputs, states, and performance. The Nike+ FuelBand, manufactured by Nike Inc., Beaverton, Oreg., for instance, provides an activity tracker that is worn on the wrist and allows the wearer to temporally track the number of foot steps taken each day and an estimation of the calories burned. The activity tracker can interface with a smart phone device to allow a wearer to monitor their progress towards a fitness goal. Such quantified physiology, however, is typically tracked for only the personal use of the wearer and is not time-correlated to physician-supervised monitoring.
Therefore, a need remains for an extended wear continuously recording ECG monitor practicably capable of being worn for a long period of time in both men and women and capable of recording atrial signals reliably.
A further need remains for facilities to integrate wider-ranging physiological and “life tracking”-type data into long-term ECG and physiological data monitoring.
Physiological monitoring can be provided through a wearable monitor that includes two components, a flexible extended wear electrode patch and a removable reusable monitor recorder. The wearable monitor sits centrally (in the midline) on the patient's chest along the sternum oriented top-to-bottom. The placement of the wearable monitor in a location at the sternal midline (or immediately to either side of the sternum), with its unique narrow “hourglass”-like shape, benefits long-term extended wear by removing the requirement that ECG electrodes be continually placed in the same spots on the skin throughout the monitoring period. Instead, the patient is free to place an electrode patch anywhere within the general region of the sternum, the area most likely to record high quality atrial signals or P-waves. The wearable monitor can also interoperate wirelessly with other wearable physiology and activity sensors and with wearable or mobile communications devices, including so-called “smart phones,” to download monitoring data either in real-time or in batches. The monitor recorder can also be equipped with a wireless transceiver to either provide data or other information to, or receive data or other information from, an interfacing wearable physiology and activity sensor, or wearable or mobile communications devices for relay to a further device, such as a server, analysis, or other purpose.
One embodiment provides a remotely-interfaceable extended wear electrocardiography and physiological sensor monitor recorder. A sealed housing forms on a bottom surface a cavity shaped to accommodate an upward projection of a battery compartment formed on a non-conductive receptacle of a disposable extended wear electrode patch and includes a set of electrical contacts that protrude from the bottom surface and are arranged in alignment with electrical pads provided on the non-conductive receptacle. Electronic circuitry is provided within the sealed housing and includes an externally-powered micro-controller operable to execute under micro programmable control. An electrocardiographic front end circuit is electrically interfaced to the micro-controller. A wireless transceiver electrically interfaces with the micro-controller and externally-powered flash memory is electrically interfaced with the micro-controller and operable to store samples of the electrocardiographic signals.
A further embodiment provides a remotely-interfaceable extended wear electrocardiography and physiological sensor monitor. A disposable extended wear electrode patch includes a flexible backing formed of an elongated strip of stretchable material with a narrow longitudinal midsection and, on each end, a contact surface is at least partially coated with an adhesive dressing provided as a crimp relief. A pair of electrocardiographic electrodes are conductively exposed on the contact surface of each end of the elongated strip, respectively. A non-conductive receptacle is adhered to an outward-facing surface of the elongated strip and includes a plurality of electrical pads. A flexible circuit is affixed on each end of the elongated strip as a strain relief and includes a pair of circuit traces electrically coupled to the pair of the electrocardiographic electrodes and a pair of the electrical pads. At least one of the circuit traces is adapted to extend along the narrow longitudinal midsection to serve as the strain relief. A resusable electrocardiography monitor includes a sealed housing that has formed on a bottom surface a cavity shaped to accommodate an upward projection of a battery compartment formed on a non-conductive receptacle of a disposable extended wear electrode patch and includes a set of electrical contacts that protrude from the bottom surface and are arranged in alignment with the electrical pads provided on the non-conductive receptacle. The reusable electrocardiography monitor includes electronic circuitry including a micro-controller operable to execute under micro programmable control and electrically interfaced to an electrocardiographic front end circuit that is operable to sense electrocardiographic signals through the electrocardiographic electrodes via the pair of the electrical pads. A wireless transceiver is electrically interfaced with the micro-controller and operable to wirelessly interface with an external wireless-enabled device to communicate samples of the electrocardiographic signals. A flash memory is electrically interfaced with the micro-controller and operable to store the samples of the electrocardiographic signals.
A still further embodiment provides an extended wear electrocardiography patch. An integrated flexible circuit includes a pair of circuit traces that each originate within one end of the integrated flexible circuit. A pair of electrocardiographic electrodes are each electrically coupled to one of the circuit traces on the integrated flexible circuit. A layer of adhesive is applied on a contact surface of the integrated flexible circuit and includes an opening on each end. Conductive gel is provided in each of the openings of the adhesive layer and is in electrical contact with the pair of electrocardiographic electrodes. A non-conductive receptacle is securely adhered on one end of an outward surface of the integrated flexible circuit and is operable to removably receive an electrocardiography monitor. The non-conductive receptacle includes electrode terminals aligned to electrically interface the circuit traces to the electrocardiography monitor. A battery is affixed to the outward surface of the integrated flexible circuit and electrically interfaced via battery leads to a pair of electrical pads on the non-conductive receptacle.
The monitoring patch is especially suited to the female anatomy. The narrow longitudinal midsection can fit nicely within the intermammary cleft of the breasts without inducing discomfort, whereas conventional patch electrodes are wide and, if adhesed between the breasts, would cause chafing, irritation, frustration, and annoyance, leading to low patient compliance.
The foregoing aspects enhance ECG monitoring performance and quality, facilitating long-term ECG recording, critical to accurate arrhythmia diagnosis.
In addition, the foregoing aspects enhance comfort in women (and certain men), but not irritation of the breasts, by placing the monitoring patch in the best location possible for optimizing the recording of cardiac signals from the atrium, another feature critical to proper arrhythmia diagnosis.
Finally, the foregoing aspects as relevant to monitoring are equally applicable to recording other physiological measures, such as temperature, respiratory rate, blood sugar, oxygen saturation, and blood pressure, as well as other measures of body chemistry and physiology.
Still other embodiments will become readily apparent to those skilled in the art from the following detailed description, wherein are described embodiments by way of illustrating the best mode contemplated. As will be realized, other and different embodiments are possible and the embodiments' several details are capable of modifications in various obvious respects, all without departing from their spirit and the scope. Accordingly, the drawings and detailed description are to be regarded as illustrative in nature and not as restrictive.
Physiological monitoring can be provided through a wearable monitor that includes two components, a flexible extended wear electrode patch and a removable reusable monitor recorder.
The placement of the wearable monitor 12 in a location at the sternal midline 16 (or immediately to either side of the sternum 13) significantly improves the ability of the wearable monitor 12 to cutaneously sense cardiac electric signals, particularly the P-wave (or atrial activity) and, to a lesser extent, the QRS interval signals in the ECG waveforms that indicate ventricular activity, while simultaneously facilitating comfortable long-term wear for many weeks. The sternum 13 overlies the right atrium of the heart and the placement of the wearable monitor 12 in the region of the sternal midline 13 puts the ECG electrodes of the electrode patch 15 in a location better adapted to sensing and recording P-wave signals than other placement locations, say, the upper left pectoral region or lateral thoracic region or the limb leads. In addition, placing the lower or inferior pole (ECG electrode) of the electrode patch 15 over (or near) the Xiphoid process facilitates sensing of ventricular activity and provides superior recordation of the QRS interval.
When operated standalone, the monitor recorder 14 of the extended wear electrocardiography and physiological sensor monitor 12 senses and records the patient's ECG data into an onboard memory. In addition, the wearable monitor 12 can interoperate with other devices.
Upon retrieving stored ECG monitoring data from a monitor recorder 14, middleware first operates on the retrieved data to adjust the ECG capture quality, as necessary, and to convert the retrieved data into a format suitable for use by third party post-monitoring analysis software, as further described infra with reference to
A client-server model could be used to employ a server 122 to remotely interface with the download station 125 over the network 121 and retrieve the formatted data or other information. The server 122 executes a patient management program 123 (“Mgt”) or similar application that stores the retrieved formatted data and other information in a secure database 124 cataloged in that patient's EMRs 134. In addition, the patient management program 123 could manage a subscription service that authorizes a monitor recorder 14 to operate for a set period of time or under pre-defined operational parameters.
The patient management program 123, or other trusted application, also maintains and safeguards the secure database 124 to limit access to patient EMRs 134 to only authorized parties for appropriate medical or other uses, such as mandated by state or federal law, such as under the Health Insurance Portability and Accountability Act (HIPAA) or per the European Union's Data Protection Directive. For example, a physician may seek to review and evaluate his patient's ECG monitoring data, as securely stored in the secure database 124. The physician would execute an application program 130 (“Pgm”), such as a post-monitoring ECG analysis program, on a personal computer 129 or other connectable computing device, and, through the application 130, coordinate access to his patient's EMRs 134 with the patient management program 123. Other schemes and safeguards to protect and maintain the integrity of patient EMRs 134 are possible.
The wearable monitor 12 can interoperate wirelessly with other wearable physiology and activity sensors 131 and with wearable or mobile communications devices 133. Wearable physiology and activity sensors 131 encompass a wide range of wirelessly interconnectable devices that measure or monitor data physical to the patient's body, such as heart rate, temperature, blood pressure, and so forth; physical states, such as movement, sleep, footsteps, and the like; and performance, including calories burned or estimated blood glucose level. These devices originate both within the medical community to sense and record traditional medical physiology that could be useful to a physician in arriving at a patient diagnosis or clinical trajectory, as well as from outside the medical community, from, for instance, sports or lifestyle product companies who seek to educate and assist individuals with self-quantifying interests.
Frequently, wearable physiology and activity sensors 131 are capable of wireless interfacing with wearable or mobile communications devices 133, particularly smart mobile devices, including so-called “smart phones,” to download monitoring data either in real-time or in batches. The wearable or mobile communications device 133 executes an application (“App”) that can retrieve the data collected by the wearable physiology and activity sensor 131 and evaluate the data to generate information of interest to the wearer, such as an estimation of the effectiveness of the wearer's exercise efforts. Still other wearable or mobile communications device 133 functions on the collected data are possible.
The wearable or mobile communications devices 133 could also serve as a conduit for providing the data collected by the wearable physiology and activity sensor 131 to a server 122, or, similarly, the wearable physiology and activity sensor 131 could itself directly provide the collected data to the server 122. The server 122 could then merge the collected data into the wearer's EMRs 134 in the secure database 124, if appropriate (and permissible), or the server 122 could perform an analysis of the collected data, perhaps based by comparison to a population of like wearers of the wearable physiology and activity sensor 131. Still other server 122 functions on the collected data are possible.
Finally, the monitor recorder 14 can also be equipped with a wireless transceiver, as further described infra with reference to
During use, the electrode patch 15 is first adhesed to the skin along the sternal midline 16 (or immediately to either side of the sternum 13). A monitor recorder 14 is then snapped into place on the electrode patch 15 to initiate ECG monitoring.
The electrode patch 15 incorporates features that significantly improve wearability, performance, and patient comfort throughout an extended monitoring period. During wear, the electrode patch 15 is susceptible to pushing, pulling, and torqueing movements, including compressional and torsional forces when the patient bends forward, and tensile and torsional forces when the patient leans backwards. To counter these stress forces, the electrode patch 15 incorporates strain and crimp reliefs, such as described in commonly-assigned U.S. Pat. No. 9,545,204, issued Jan. 17, 2017,the disclosure of which is incorporated by reference. In addition, the cut-outs 22 and longitudinal midsection 23 help minimize interference with and discomfort to breast tissue, particularly in women (and gynecomastic men). The cut-outs 22 and longitudinal midsection 23 further allow better conformity of the electrode patch 15 to sternal bowing and to the narrow isthmus of flat skin that can occur along the bottom of the intermammary cleft between the breasts, especially in buxom women. The cut-outs 22 and longitudinal midsection 23 help the electrode patch 15 fit nicely between a pair of female breasts in the intermammary cleft. Still other shapes, cut-outs and conformities to the electrode patch 15 are possible.
The monitor recorder 14 removably and reusably snaps into an electrically non-conductive receptacle 25 during use. The monitor recorder 14 contains electronic circuitry for recording and storing the patient's electrocardiography as sensed via a pair of ECG electrodes provided on the electrode patch 15, such as described in commonly-assigned U.S. Pat. No. 9,730,593,issued Aug. 15, 2017, the disclosure which is incorporated by reference. The non-conductive receptacle 25 is provided on the top surface of the flexible backing 20 with a retention catch 26 and tension clip 27 molded into the non-conductive receptacle 25 to conformably receive and securely hold the monitor recorder 14 in place.
The monitor recorder 14 includes a sealed housing that snaps into place in the non-conductive receptacle 25.
The electrode patch 15 is intended to be disposable. The monitor recorder 14, however, is reusable and can be transferred to successive electrode patches 15 to ensure continuity of monitoring. The placement of the wearable monitor 12 in a location at the sternal midline 16 (or immediately to either side of the sternum 13) benefits long-term extended wear by removing the requirement that ECG electrodes be continually placed in the same spots on the skin throughout the monitoring period. Instead, the patient is free to place an electrode patch 15 anywhere within the general region of the sternum 13.
As a result, at any point during ECG monitoring, the patient's skin is able to recover from the wearing of an electrode patch 15, which increases patient comfort and satisfaction, while the monitor recorder 14 ensures ECG monitoring continuity with minimal effort. A monitor recorder 14 is merely unsnapped from a worn out electrode patch 15, the worn out electrode patch 15 is removed from the skin, a new electrode patch 15 is adhered to the skin, possibly in a new spot immediately adjacent to the earlier location, and the same monitor recorder 14 is snapped into the new electrode patch 15 to reinitiate and continue the ECG monitoring.
During use, the electrode patch 15 is first adhered to the skin in the sternal region.
In addition, a battery compartment 36 is formed on the bottom surface of the non-conductive receptacle 25, and a pair of battery leads (not shown) electrically interface the battery to another pair of the electrical pads 34. The battery contained within the battery compartment 35 can be replaceable, rechargeable or disposable.
The monitor recorder 14 draws power externally from the battery provided in the non-conductive receptacle 25, thereby uniquely obviating the need for the monitor recorder 14 to carry a dedicated power source.
The placement of the flexible backing 20 on the sternal midline 16 (or immediately to either side of the sternum 13) also helps to minimize the side-to-side movement of the wearable monitor 12 in the left- and right-handed directions during wear. To counter the dislodgment of the flexible backing 20 due to compressional and torsional forces, a layer of non-irritating adhesive, such as hydrocolloid, is provided at least partially on the underside, or contact, surface of the flexible backing 20, but only on the distal end 30 and the proximal end 31. As a result, the underside, or contact surface of the longitudinal midsection 23 does not have an adhesive layer and remains free to move relative to the skin. Thus, the longitudinal midsection 23 forms a crimp relief that respectively facilitates compression and twisting of the flexible backing 20 in response to compressional and torsional forces. Other forms of flexible backing crimp reliefs are possible.
Unlike the flexible backing 20, the flexible circuit 32 is only able to bend and cannot stretch in a planar direction. The flexible circuit 32 can be provided either above or below the flexible backing 20.
When provided above the flexible backing 20, adhesive layers are provided above and below the flexible circuit 32.
As described supra with reference to
A pair of openings 56 is defined on the distal and proximal ends of the wearable material 54 and layer 53 of non-irritating adhesive for ECG electrodes 38, 39 (shown in
The non-conductive receptacle 25 includes a main body 64 that is molded out of polycarbonate, ABS, or an alloy of those two materials to provide a high surface energy to facilitate adhesion of an adhesive seal 63. The main body 64 is attached to a battery printed circuit board 62 by the adhesive seal 63 and, in turn, the battery printed circuit board 62 is adhesed to the flexible circuit 57 with an upper flexible circuit seal 60. A pair of conductive transfer adhesive points 61 or, alternatively, metallic rivets or similar conductive and structurally unifying components, connect the circuit traces 33, 37 (shown in
Together, the components of the electrode patch 15, as described above, form a signal path for transmission of ECG data sensed by the electrodes, to the recorder monitor for collection and transfer to a download station. Reducing a number of components in the signal path can simplify fabrication and decrease manufacturing costs, as well as enhance noise reduction.
The integrated flex circuit 73 can be constructed from material, such as polyester substrate and silver ink, and can include a pair of circuit traces (not shown), one on a distal end and one on a proximal end of the integrated flex circuit. The circuit traces electrically couple the ECG electrodes to a pair of electrical pads 84 on the integrated flex circuit. Specifically, the silver ink is applied to the polyester substrate of the integrated flex circuit 73 for electrical conductivity of the circuit traces (shown in
A battery 79 is adhered directly to the outward facing surface of the integrated flex circuit 73, removing the need for a battery printed circuit board, adhesive points and a flexible circuit seal, as shown in
A layer of patient adhesive 76 is provided on the contact surface of the integrated flex circuit 73 via one or more electrode seals 74. The electrode seal 74 includes a double sided layer of adhesive to connect the integrated flex circuit 73 and the adhesive layer 76. The adhesive layer 76 is a type of wearable material coated on a bottom, or contact, surface with a layer of non-irritating adhesive, such as hydrocolloid. The wearable material can include gauze, latex, wrap knit, or other types of stretchable and wear-safe material, such as a Tricot-type linen with a pressure sensitive adhesive on the underside, or contact surface. The electrode seal 74 and adhesive layer 76 can each cover the entire contact surface of the integrated flex circuit 73 or merely a portion, such as on proximal and distal ends of the integrated flex circuit 73.
Further, openings 78 are defined on the distal and proximal ends of each of the electrode seal 74 and adhesive layer 76 for ECG electrodes 38, 39 (shown in
The non-conductive receptacle 20 includes a main body 71 that is molded out of polycarbonate, ABS, or an alloy of those two materials to provide a high surface energy to facilitate adhesion of an adhesive seal 72. The main body 71 is adhesed to the integrated flex circuit 73 via an adhesive seal 72 and has a retention catch 26 and tension clip 27 (shown in
Decreasing a number of components in the electrode patch can help decrease noise in the collection of ECG data from a patient, which is extremely important because some types of noise can look like certain kinds of arrythmias. The integrated flex circuit includes a battery, removing the need for a separate printed circuit board.
Each of the upper portion and the mirror copy of the upper portion can include electrical pads 85, 86, which establish electrical connections between the electrode patch and the monitor recorder. At least the electrical pads on the mirror copy of the upper portion interface to electrical contacts (not shown) protruding from the bottom surface of the monitor recorder.
In a further embodiment, one or both of the electrode patch 15 and integrated flex circuit 73 form a different shape, such as a long rectangular strip or another shape. In such configuration, a portion of the integrated flex circuit 73 is designated as the upper portion and duplicated to form a mirror image, which is folded over the designed upper portion.
Due to the flexible nature of the integrated circuit, a stiffener is used to prevent unnecessary bending of the circuit, such as when a patient presses a tactile feedback button on the monitor to mark events or to perform other functions. In one embodiment, the stiffener can be the same shape and size as the integrated flex circuit and can be made from epoxy laminate sheets or fiberglass. In another embodiment, the upper portion is folded over a stiffener, which is located between the upper portion and the mirror copy, and laminated together.
ECG monitoring and other functions performed by the monitor recorder 14 are provided through a micro controlled architecture.
Operation of the circuitry 90 of the monitor recorder 14 is managed by a microcontroller 91. The micro-controller 91 includes a program memory unit containing internal flash memory that is readable and writeable. The internal flash memory can also be programmed externally. The micro-controller 91 draws power externally from the battery provided on the electrode patch 15 via a pair of the electrical contacts 56. The microcontroller 91 connects to the ECG front end circuit 93 that measures raw cutaneous electrical signals and generates an analog ECG signal representative of the electrical activity of the patient's heart over time.
The circuitry 90 of the monitor recorder 14 also includes a flash memory 92, which the micro-controller 91 uses for storing ECG monitoring data and other physiology and information. The flash memory 92 also draws power externally from the battery provided on the electrode patch 15 via a pair of the electrical contacts 56. Data is stored in a serial flash memory circuit, which supports read, erase and program operations over a communications bus. The flash memory 92 enables the microcontroller 91 to store digitized ECG data. The communications bus further enables the flash memory 92 to be directly accessed externally over the external connector 95 when the monitor recorder 14 is interfaced to a download station.
The circuitry 90 of the monitor recorder 14 further includes an actigraphy sensor 94 implemented as a 3-axis accelerometer. The accelerometer may be configured to generate interrupt signals to the microcontroller 91 by independent initial wake up and free fall events, as well as by device position. In addition, the actigraphy provided by the accelerometer can be used during post-monitoring analysis to correct the orientation of the monitor recorder 14 if, for instance, the monitor recorder 14 has been inadvertently installed upside down, that is, with the monitor recorder 14 oriented on the electrode patch 15 towards the patient's feet, as well as for other event occurrence analyses, such as described in commonly-assigned U.S. Patent Application Publication No. 2015/0087923, issued Mar. 26, 2016, the disclosure of which is incorporated by reference.
The circuitry 90 of the monitor recorder 14 includes a wireless transceiver 99 that can provides wireless interfacing capabilities. The wireless transceiver 99 also draws power externally from the battery provided on the electrode patch 15 via a pair of the electrical contacts 56. The wireless transceiver 99 can be implemented using one or more forms of wireless communications, including the IEEE 802.11 computer communications standard, that is Wi-Fi; the 4G mobile phone mobile communications standard; the Bluetooth data exchange standard; or other wireless communications or data exchange standards and protocols. The type of wireless interfacing capability could limit the range of interoperability of the monitor recorder 14; for instance, Bluetooth-based implementations are designed for low power consumption with a short communications range.
The microcontroller 61 includes an expansion port that also utilizes the communications bus. External devices, separately drawing power externally from the battery provided on the electrode patch 15 or other source, can interface to the microcontroller 91 over the expansion port in half duplex mode. For instance, an external physiology sensor can be provided as part of the circuitry 90 of the monitor recorder 14, or can be provided on the electrode patch 15 with communication with the micro-controller 91 provided over one of the electrical contacts 56. The physiology sensor can include a SpO2 sensor, blood pressure sensor, temperature sensor, respiratory rate sensor, glucose sensor, airflow sensor, volumetric pressure sensing, or other types of sensor or telemetric input sources. For instance, the integration of an airflow sensor is described in commonly-assigned U.S. Pat. No. 9,364,155, issued Jun. 14, 2016, the disclosure which is incorporated by reference.
Finally, the circuitry 90 of the monitor recorder 14 includes patient-interfaceable components, including a tactile feedback button 96, which a patient can press to mark events or to perform other functions, and a buzzer 97, such as a speaker, magnetic resonator or piezoelectric buzzer. The buzzer 97 can be used by the microcontroller 91 to output feedback to a patient such as to confirm power up and initiation of ECG monitoring. Still other components as part of the circuitry 90 of the monitor recorder 14 are possible.
While the monitor recorder 14 operates under micro control, most of the electrical components of the electrode patch 15 operate passively.
The circuitry 100 of the electrode patch 15 performs three primary functions. First, a battery 101 is provided in a battery compartment formed on the bottom surface of the non-conductive receptacle 25. The battery 101 is electrically interfaced to the circuitry 90 of the monitor recorder 14 as a source of external power. The unique provisioning of the battery 101 on the electrode patch 15 provides several advantages. First, the locating of the battery 101 physically on the electrode patch 15 lowers the center of gravity of the overall wearable monitor 12 and thereby helps to minimize shear forces and the effects of movements of the patient and clothing. Moreover, the housing 50 of the monitor recorder 14 is sealed against moisture and providing power externally avoids having to either periodically open the housing 50 for the battery replacement, which also creates the potential for moisture intrusion and human error, or to recharge the battery, which can potentially take the monitor recorder 14 off line for hours at a time. In addition, the electrode patch 15 is intended to be disposable, while the monitor recorder 14 is a reusable component. Each time that the electrode patch 15 is replaced, a fresh battery is provided for the use of the monitor recorder 14, which enhances ECG monitoring performance quality and duration of use. Finally, the architecture of the monitor recorder 14 is open, in that other physiology sensors or components can be added by virtue of the expansion port of the microcontroller 91. Requiring those additional sensors or components to draw power from a source external to the monitor recorder 14 keeps power considerations independent of the monitor recorder 14. Thus, a battery of higher capacity could be introduced when needed to support the additional sensors or components without effecting the monitor recorders circuitry 90.
Second, the pair of ECG electrodes 38, 39 respectively provided on the distal and proximal ends of the flexible circuit 32 are electrically coupled to the set of pads 34 provided on the bottom of the non-conductive receptacle 25 by way of their respective circuit traces 33, 37. The signal ECG electrode 39 includes a protection circuit 102, which is an inline resistor that protects the patient from excessive leakage current.
Last, in a further embodiment, the circuitry 100 of the electrode patch 15 includes a cryptographic circuit 103 to authenticate an electrode patch 15 for use with a monitor recorder 14. The cryptographic circuit 103 includes a device capable of secure authentication and validation. The cryptographic device 103 ensures that only genuine, non-expired, safe, and authenticated electrode patches 15 are permitted to provide monitoring data to a monitor recorder 14, such as described in commonly-assigned U.S. Patent Application Publication No. 2015/0087950, issued Mar. 26, 2015, the disclosure which is incorporated by reference.
In a further embodiment, the circuitry 100 of the electrode patch 15 includes a wireless transceiver 105, in lieu the including of the wireless transceiver 99 in the circuitry 90 of the monitor recorder 14, which interfaces with the microcontroller 91 over the microcontroller's expansion port via the external connector 104.
The monitor recorder 14 continuously monitors the patient's heart rate and physiology.
Following satisfactory completion of the power up sequence, an iterative processing loop (steps 162-169) is continually executed by the microcontroller 61. During each iteration (step 162) of the processing loop, the ECG frontend 63 (shown in
Sampling of the R-to-R interval enables heart rate information derivation. For instance, the R-to-R interval represents the ventricular rate and rhythm, while the P-to-P interval represents the atrial rate and rhythm. Importantly, the PR interval is indicative of atrioventricular (AV) conduction time and abnormalities in the PR interval can reveal underlying heart disorders, thus representing another reason why the P-wave quality achievable by the extended wear ambulatory electrocardiography and physiological sensor monitor described herein is medically unique and important. The long-term observation of these ECG indicia, as provided through extended wear of the wearable monitor 12, provides valuable insights to the patient's cardiac function and overall well-being.
Each sampled ECG signal, in quantized and digitized form, is temporarily staged in buffer (step 165), pending compression preparatory to storage in the flash memory 92 (step 166). Following compression, the compressed ECG digitized sample is again buffered (step 167), then written to the flash memory 92 (step 168) using the communications bus. Processing continues (step 169), so long as the monitoring recorder 14 remains connected to the electrode patch 15 (and storage space remains available in the flash memory 92), after which the processing loop is exited and execution terminates. Still other operations and steps are possible.
In a further embodiment, the monitor recorder 14 also continuously receives data from wearable physiology and activity sensors 131 and wearable or mobile communications devices 133 (shown in
The monitor recorder 14 stores ECG data and other information in the flash memory 92 (shown in
Initially, the download station 125 is connected to the monitor recorder 14 (step 151), such as by physically interfacing to a set of terminals 128 on a paired receptacle 127 or by wireless connection, if available. The data stored on the monitor recorder 14, including ECG and physiological monitoring data, other recorded data, and other information are retrieved (step 152) over a hard link 135 using a control program 137 (“Ctl”) or analogous application executing on a personal computer 136 or other connectable computing device.
The data retrieved from the monitor recorder 14 is in a proprietary storage format and each datum of recorded ECG monitoring data, as well as any other physiological data or other information, must be converted, so that the data can be used by a third-party post-monitoring analysis program. Each datum of ECG monitoring data is converted by the middleware (steps 153-159) in an iterative processing loop. During each iteration (step 153), the ECG datum is read (step 154) and, if necessary, the gain of the ECG signal is adjusted (step 155) to compensate, for instance, for relocation or replacement of the electrode patch 15 during the monitoring period.
In addition, depending upon the configuration of the wearable monitor 12, other physiological data (or other information), including patient events, such as a fall, peak activity level, sleep detection, Detection of patient activity levels and states, and so on, may be recorded along with the ECG monitoring data. For instance, actigraphy data may have been sampled by the actigraphy sensor 94 based on a sensed event occurrence, such as a sudden change in orientation due to the patient taking a fall. In response, the monitor recorder 14 will embed the actigraphy data samples into the stream of data, including ECG monitoring data that is recorded to the flash memory 92 by the micro-controller 91. Post-monitoring, the actigraphy data is temporally matched to the ECG data to provide the proper physiological context to the sensed event occurrence. As a result, the three-axis actigraphy signal is turned into an actionable event occurrence that is provided, through conversion by the middleware, to third party post-monitoring analysis programs, along with the ECG recordings contemporaneous to the event occurrence. Other types of processing of the other physiological data (or other information) are possible.
Thus, during execution of the middleware, any other physiological data (or other information) that has been embedded into the recorded ECG monitoring data is read (step 156) and time-correlated to the time frame of the ECG signals that occurred at the time that the other physiological data (or other information) was noted (step 157). Finally, the ECG datum, signal gain adjusted, if appropriate, and other physiological data, if applicable and as time-correlated, are stored in a format suitable to the backend software (step 158) used in post-monitoring analysis.
In a further embodiment, the other physiological data, if apropos, is embedded within an unused ECG track. For example, the SCP-ENG standard allows multiple ECG channels to be recorded into a single ECG record. The monitor recorder 14, though, only senses one ECG channel. The other physiological data can be stored into an additional ECG channel, which would otherwise be zero-padded or altogether omitted. The backend software would then be able to read the other physiological data in context with the single channel of ECG monitoring data recorded by the monitor recorder 14, provided the backend software implemented changes necessary to interpret the other physiological data. Still other forms of embedding of the other physiological data with formatted ECG monitoring data, or of providing the other physiological data in a separate manner, are possible.
Processing continues (step 159) for each remaining ECG datum, after which the processing loop is exited and execution terminates. Still other operations and steps are possible.
While the invention has been particularly shown and described as referenced to the embodiments thereof, those skilled in the art will understand that the foregoing and other changes in form and detail may be made therein without departing from the spirit and scope.
This non-provisional patent application is a continuation-in-part of U.S. Pat. No. 9,820,665, issued Nov. 21, 2017, which is a continuation of U.S. Pat. No. 9,433,367, which is a continuation-in-part of U.S. Pat. No. 9,545,204, and a continuation-in-part of U.S. Pat. No. 9,730,593, issued Aug. 15, 2017, and further claims priority under 35 U.S.C. § 119(e)to U.S. Provisional Patent application, Ser. No. 61/882,403, filed Sep. 25, 2013, the disclosures if which are incorporated by reference.
Number | Name | Date | Kind |
---|---|---|---|
3215136 | Holler et al. | Nov 1965 | A |
3569852 | Berkovits | Mar 1971 | A |
3699948 | Ota et al. | Oct 1972 | A |
3718772 | Sanctuary | Feb 1973 | A |
3893453 | Goldberg | Jul 1975 | A |
4123785 | Cherry et al. | Oct 1978 | A |
4151513 | Menken et al. | Apr 1979 | A |
4328814 | Arkans | May 1982 | A |
4441500 | Sessions et al. | Apr 1984 | A |
4532934 | Kelen | Aug 1985 | A |
4546342 | Weaver et al. | Oct 1985 | A |
4550502 | Grayzel | Nov 1985 | A |
4580572 | Granek et al. | Apr 1986 | A |
4635646 | Gilles et al. | Jan 1987 | A |
4653022 | Koro | Mar 1987 | A |
4716903 | Hansen | Jan 1988 | A |
4809705 | Ascher | Mar 1989 | A |
4915656 | Alferness | Apr 1990 | A |
5007429 | Treatch et al. | Apr 1991 | A |
5025794 | Albert et al. | Jun 1991 | A |
5107480 | Naus | Apr 1992 | A |
5168876 | Quedens et al. | Dec 1992 | A |
5215098 | Steinhaus | Jun 1993 | A |
5231990 | Gauglitz | Aug 1993 | A |
D341423 | Bible | Nov 1993 | S |
5263481 | Axelgaard | Nov 1993 | A |
5265579 | Ferrari | Nov 1993 | A |
5333615 | Craelius et al. | Aug 1994 | A |
5341806 | Gadsby et al. | Aug 1994 | A |
5348008 | Bomn et al. | Sep 1994 | A |
5355891 | Wateridge et al. | Oct 1994 | A |
5365934 | Leon et al. | Nov 1994 | A |
5365935 | Righter et al. | Nov 1994 | A |
5392784 | Gudaitis | Feb 1995 | A |
D357069 | Plahn et al. | Apr 1995 | S |
5402780 | Faasse, Jr. | Apr 1995 | A |
5402884 | Gilman et al. | Apr 1995 | A |
5450845 | Axelgaard | Sep 1995 | A |
5451876 | Sendford et al. | Sep 1995 | A |
5458141 | Neil | Oct 1995 | A |
5473537 | Glazer et al. | Dec 1995 | A |
5483969 | Testerman et al. | Jan 1996 | A |
5511553 | Segalowitz | Apr 1996 | A |
5540733 | Testerman et al. | Jul 1996 | A |
5546952 | Erickson | Aug 1996 | A |
5549655 | Erickson | Aug 1996 | A |
5579919 | Gilman et al. | Dec 1996 | A |
5582181 | Ruess | Dec 1996 | A |
D377983 | Sabri et al. | Feb 1997 | S |
5601089 | Bledsoe et al. | Feb 1997 | A |
5623935 | Faisandier | Apr 1997 | A |
5682901 | Kamen | Nov 1997 | A |
5697955 | Stolle | Dec 1997 | A |
5724967 | Venkatachalam | Mar 1998 | A |
5749902 | Olson et al. | May 1998 | A |
5788633 | Mahoney | Aug 1998 | A |
5817151 | Olson et al. | Oct 1998 | A |
5819741 | Karlsson et al. | Oct 1998 | A |
5850920 | Gilman et al. | Dec 1998 | A |
D407159 | Roberg | Mar 1999 | S |
5876351 | Rohde | Mar 1999 | A |
5906583 | Rogel | May 1999 | A |
5951598 | Bishay et al. | Sep 1999 | A |
5957857 | Hartley | Sep 1999 | A |
5984102 | Tay | Nov 1999 | A |
6032064 | Devlin et al. | Feb 2000 | A |
6038469 | Karlsson et al. | Mar 2000 | A |
6101413 | Olson et al. | Aug 2000 | A |
6115638 | Groenke | Sep 2000 | A |
6117077 | Del Mar et al. | Sep 2000 | A |
6134479 | Brewer et al. | Oct 2000 | A |
6148233 | Owen et al. | Nov 2000 | A |
6149602 | Arcelus | Nov 2000 | A |
6149781 | Forand | Nov 2000 | A |
6188407 | Smith et al. | Feb 2001 | B1 |
D443063 | Pisani et al. | May 2001 | S |
6245025 | Torok et al. | Jun 2001 | B1 |
6246330 | Nielsen | Jun 2001 | B1 |
6249696 | Olson et al. | Jun 2001 | B1 |
D445507 | Pisani et al. | Jul 2001 | S |
6269267 | Bardy et al. | Jul 2001 | B1 |
6272385 | Bishay et al. | Aug 2001 | B1 |
6298255 | Cordero et al. | Oct 2001 | B1 |
6301502 | Owen et al. | Oct 2001 | B1 |
6304773 | Taylor et al. | Oct 2001 | B1 |
6304780 | Owen et al. | Oct 2001 | B1 |
6304783 | Lyster et al. | Oct 2001 | B1 |
6374138 | Owen et al. | Apr 2002 | B1 |
6381482 | Jayaraman et al. | Apr 2002 | B1 |
6416471 | Kumar et al. | Jul 2002 | B1 |
6418342 | Owen et al. | Jul 2002 | B1 |
6424860 | Karlsson et al. | Jul 2002 | B1 |
6427083 | Owen et al. | Jul 2002 | B1 |
6427085 | Boon et al. | Jul 2002 | B1 |
6454708 | Ferguson et al. | Sep 2002 | B1 |
6456872 | Faisandier | Sep 2002 | B1 |
6463320 | Xue et al. | Oct 2002 | B1 |
6546285 | Owen et al. | Apr 2003 | B1 |
6605046 | Del Mar | Aug 2003 | B1 |
6607485 | Bardy | Aug 2003 | B2 |
6611705 | Hopman et al. | Aug 2003 | B2 |
6671545 | Fincke | Dec 2003 | B2 |
6671547 | Lyster et al. | Dec 2003 | B2 |
6694186 | Bardy | Feb 2004 | B2 |
6704595 | Bardy | Mar 2004 | B2 |
6705991 | Bardy | Mar 2004 | B2 |
6719701 | Lade | Apr 2004 | B2 |
6754523 | Toole | Jun 2004 | B2 |
6782293 | Dupelle et al. | Aug 2004 | B2 |
6856832 | Matsumura et al. | Feb 2005 | B1 |
6860897 | Bardy | Mar 2005 | B2 |
6866629 | Bardy | Mar 2005 | B2 |
6887201 | Bardy | May 2005 | B2 |
6893397 | Bardy | May 2005 | B2 |
6904312 | Bardy | Jun 2005 | B2 |
6908431 | Bardy | Jun 2005 | B2 |
6913577 | Bardy | Jul 2005 | B2 |
6944498 | Owen et al. | Sep 2005 | B2 |
6960167 | Bardy | Nov 2005 | B2 |
6970731 | Jayaraman et al. | Nov 2005 | B1 |
6978169 | Guerra | Dec 2005 | B1 |
6993377 | Flick et al. | Jan 2006 | B2 |
7020508 | Stivoric et al. | Mar 2006 | B2 |
7027864 | Snyder et al. | Apr 2006 | B2 |
7065401 | Worden | Jun 2006 | B2 |
7085601 | Bardy et al. | Aug 2006 | B1 |
7104955 | Bardy | Sep 2006 | B2 |
7134996 | Bardy | Nov 2006 | B2 |
7137389 | Berthon-Jones | Nov 2006 | B2 |
7147600 | Bardy | Dec 2006 | B2 |
7215991 | Besson et al. | May 2007 | B2 |
7248916 | Bardy | Jul 2007 | B2 |
7257438 | Kinast | Aug 2007 | B2 |
7277752 | Matos | Oct 2007 | B2 |
D558882 | Brady | Jan 2008 | S |
7328061 | Rowlandson et al. | Feb 2008 | B2 |
7412395 | Rowlandson et al. | Aug 2008 | B2 |
7429938 | Corndorf | Sep 2008 | B1 |
7552031 | Vock et al. | Jun 2009 | B2 |
D606656 | Kobayashi et al. | Dec 2009 | S |
7706870 | Shieh et al. | Apr 2010 | B2 |
7756721 | Falchuk et al. | Jul 2010 | B1 |
7787943 | McDonough | Aug 2010 | B2 |
7874993 | Bardy | Jan 2011 | B2 |
7881785 | Nassif et al. | Feb 2011 | B2 |
D639437 | Bishay et al. | Jun 2011 | S |
7959574 | Bardy | Jun 2011 | B2 |
8108035 | Bharmi | Jan 2012 | B1 |
8116841 | Bly et al. | Feb 2012 | B2 |
8135459 | Bardy et al. | Mar 2012 | B2 |
8150502 | Kumar et al. | Apr 2012 | B2 |
8160682 | Kumar et al. | Apr 2012 | B2 |
8172761 | Rulkov et al. | May 2012 | B1 |
8180425 | Selvitelli et al. | May 2012 | B2 |
8200320 | Kovacs | Jun 2012 | B2 |
8231539 | Bardy | Jul 2012 | B2 |
8231540 | Bardy | Jul 2012 | B2 |
8239012 | Felix et al. | Aug 2012 | B2 |
8249686 | Libbus et al. | Aug 2012 | B2 |
8260414 | Nassif et al. | Sep 2012 | B2 |
8266008 | Siegal et al. | Sep 2012 | B1 |
8277378 | Bardy | Oct 2012 | B2 |
8285356 | Bly et al. | Oct 2012 | B2 |
8285370 | Felix et al. | Oct 2012 | B2 |
8308650 | Bardy | Nov 2012 | B2 |
8366629 | Bardy | Feb 2013 | B2 |
8374688 | Libbus et al. | Feb 2013 | B2 |
8412317 | Mazar | Apr 2013 | B2 |
8460189 | Libbus et al. | Jun 2013 | B2 |
8473047 | Chakravarthy et al. | Jun 2013 | B2 |
8478418 | Fahey | Jul 2013 | B2 |
8538503 | Kumar et al. | Sep 2013 | B2 |
8554311 | Warner et al. | Oct 2013 | B2 |
8560046 | Kumar et al. | Oct 2013 | B2 |
8591430 | Amurthur et al. | Nov 2013 | B2 |
8594763 | Bibian et al. | Nov 2013 | B1 |
8600486 | Kaib et al. | Dec 2013 | B2 |
8613708 | Bishay et al. | Dec 2013 | B2 |
8613709 | Bishay et al. | Dec 2013 | B2 |
8620418 | Kuppuraj et al. | Dec 2013 | B1 |
8626277 | Felix et al. | Jan 2014 | B2 |
8628020 | Beck | Jan 2014 | B2 |
8668653 | Nagata et al. | Mar 2014 | B2 |
8684925 | Manicka et al. | Apr 2014 | B2 |
8688190 | Libbus et al. | Apr 2014 | B2 |
8718752 | Libbus et al. | May 2014 | B2 |
8744561 | Fahey | Jun 2014 | B2 |
8774932 | Fahey | Jul 2014 | B2 |
8790257 | Libbus et al. | Jul 2014 | B2 |
8790259 | Katra et al. | Jul 2014 | B2 |
8795174 | Manicka et al. | Aug 2014 | B2 |
8798729 | Kaib et al. | Aug 2014 | B2 |
8798734 | Kuppuraj et al. | Aug 2014 | B2 |
8818478 | Scheffler et al. | Aug 2014 | B2 |
8818481 | Bly et al. | Aug 2014 | B2 |
8823490 | Libbus et al. | Sep 2014 | B2 |
8938287 | Felix et al. | Jan 2015 | B2 |
8965492 | Baker et al. | Feb 2015 | B2 |
9066664 | Karjalainen | Jun 2015 | B2 |
9155484 | Baker et al. | Oct 2015 | B2 |
9204813 | Kaib et al. | Dec 2015 | B2 |
9241649 | Kumar et al. | Jan 2016 | B2 |
9259154 | Miller et al. | Feb 2016 | B2 |
9277864 | Yang et al. | Mar 2016 | B2 |
9339202 | Brockway et al. | May 2016 | B2 |
9375179 | Schultz | Jun 2016 | B2 |
9414786 | Brockway et al. | Aug 2016 | B1 |
9439566 | Arne et al. | Sep 2016 | B2 |
9597004 | Hughes et al. | Mar 2017 | B2 |
9603542 | Veen et al. | Mar 2017 | B2 |
9700222 | Quinlan et al. | Jul 2017 | B2 |
9770182 | Bly et al. | Sep 2017 | B2 |
10034614 | Edic et al. | Jul 2018 | B2 |
10045708 | Dusan | Aug 2018 | B2 |
10049182 | Chefles et al. | Aug 2018 | B2 |
20020013538 | Teller | Jan 2002 | A1 |
20020013717 | Ando et al. | Jan 2002 | A1 |
20020016798 | Sakai et al. | Feb 2002 | A1 |
20020103422 | Harder et al. | Aug 2002 | A1 |
20020109621 | Khair et al. | Aug 2002 | A1 |
20020120310 | Linden et al. | Aug 2002 | A1 |
20020128686 | Minogue et al. | Sep 2002 | A1 |
20020184055 | Naghavi et al. | Dec 2002 | A1 |
20020193668 | Munneke | Dec 2002 | A1 |
20030004547 | Owen et al. | Jan 2003 | A1 |
20030073916 | Yonce | Apr 2003 | A1 |
20030083559 | Thompson | May 2003 | A1 |
20030097078 | Maeda | May 2003 | A1 |
20030139785 | Riff et al. | Jul 2003 | A1 |
20030176802 | Galen et al. | Sep 2003 | A1 |
20030211797 | Hill et al. | Nov 2003 | A1 |
20040008123 | Carrender | Jan 2004 | A1 |
20040019288 | Kinast | Jan 2004 | A1 |
20040034284 | Aversano et al. | Feb 2004 | A1 |
20040049132 | Barron et al. | Mar 2004 | A1 |
20040073127 | Istvan et al. | Apr 2004 | A1 |
20040087836 | Green et al. | May 2004 | A1 |
20040088019 | Rueter et al. | May 2004 | A1 |
20040093192 | Hasson et al. | May 2004 | A1 |
20040148194 | Wellons et al. | Jul 2004 | A1 |
20040163034 | Colbath et al. | Aug 2004 | A1 |
20040167416 | Lee | Aug 2004 | A1 |
20040207530 | Nielsen | Oct 2004 | A1 |
20040210165 | Marmaropoulos et al. | Oct 2004 | A1 |
20040236202 | Burton | Nov 2004 | A1 |
20040243435 | Williams | Dec 2004 | A1 |
20040256453 | Lammle | Dec 2004 | A1 |
20040260188 | Syed et al. | Dec 2004 | A1 |
20040260192 | Yamamoto | Dec 2004 | A1 |
20050010139 | Aminian et al. | Jan 2005 | A1 |
20050096717 | Bishay et al. | May 2005 | A1 |
20050108055 | Ott et al. | May 2005 | A1 |
20050151640 | Hastings | Jul 2005 | A1 |
20050154267 | Bardy | Jul 2005 | A1 |
20050182308 | Bardy | Aug 2005 | A1 |
20050182309 | Bardy | Aug 2005 | A1 |
20050215918 | Frantz et al. | Sep 2005 | A1 |
20050222513 | Hadley et al. | Oct 2005 | A1 |
20050228243 | Bardy | Oct 2005 | A1 |
20050245839 | Stivoric et al. | Nov 2005 | A1 |
20050275416 | Hervieux et al. | Dec 2005 | A1 |
20060025696 | Kurzweil et al. | Feb 2006 | A1 |
20060025824 | Freeman et al. | Feb 2006 | A1 |
20060030767 | Lang et al. | Feb 2006 | A1 |
20060030904 | Quiles | Feb 2006 | A1 |
20060041201 | Behbehani et al. | Feb 2006 | A1 |
20060084883 | Linker | Apr 2006 | A1 |
20060122469 | Martel | Jun 2006 | A1 |
20060124193 | Orr et al. | Jun 2006 | A1 |
20060224072 | Shennib | Oct 2006 | A1 |
20060235320 | Tan et al. | Oct 2006 | A1 |
20060253006 | Bardy | Nov 2006 | A1 |
20060264730 | Stivoric et al. | Nov 2006 | A1 |
20060264767 | Shennib | Nov 2006 | A1 |
20070003115 | Patton et al. | Jan 2007 | A1 |
20070038057 | Nam et al. | Feb 2007 | A1 |
20070050209 | Yered | Mar 2007 | A1 |
20070078324 | Wijisiriwardana | Apr 2007 | A1 |
20070078354 | Holland | Apr 2007 | A1 |
20070088406 | Bennett et al. | Apr 2007 | A1 |
20070089800 | Sharma | Apr 2007 | A1 |
20070093719 | Nichols, Jr. et al. | Apr 2007 | A1 |
20070100248 | Van Dam et al. | May 2007 | A1 |
20070100667 | Bardy | May 2007 | A1 |
20070123801 | Goldberger et al. | May 2007 | A1 |
20070131595 | Jansson et al. | Jun 2007 | A1 |
20070136091 | McTaggart | Jun 2007 | A1 |
20070179357 | Bardy | Aug 2007 | A1 |
20070185390 | Perkins et al. | Aug 2007 | A1 |
20070203415 | Bardy | Aug 2007 | A1 |
20070203423 | Bardy | Aug 2007 | A1 |
20070208232 | Kovacs | Sep 2007 | A1 |
20070208233 | Kovacs | Sep 2007 | A1 |
20070208266 | Hadley | Sep 2007 | A1 |
20070225611 | Kumar et al. | Sep 2007 | A1 |
20070244405 | Xue et al. | Oct 2007 | A1 |
20070249946 | Kumar et al. | Oct 2007 | A1 |
20070255153 | Kumar et al. | Nov 2007 | A1 |
20070265510 | Bardy | Nov 2007 | A1 |
20070276270 | Tran | Nov 2007 | A1 |
20070276275 | Proctor et al. | Nov 2007 | A1 |
20070293738 | Bardy | Dec 2007 | A1 |
20070293739 | Bardy | Dec 2007 | A1 |
20070293740 | Bardy | Dec 2007 | A1 |
20070293741 | Bardy | Dec 2007 | A1 |
20070293772 | Bardy | Dec 2007 | A1 |
20070299325 | Farrell et al. | Dec 2007 | A1 |
20070299617 | Willis | Dec 2007 | A1 |
20080027339 | Nagai et al. | Jan 2008 | A1 |
20080051668 | Bardy | Feb 2008 | A1 |
20080058661 | Bardy | Mar 2008 | A1 |
20080088467 | Al-Ali et al. | Apr 2008 | A1 |
20080091097 | Linti et al. | Apr 2008 | A1 |
20080108890 | Teng et al. | May 2008 | A1 |
20080114232 | Gazit | May 2008 | A1 |
20080139953 | Baker et al. | Jun 2008 | A1 |
20080143080 | Burr | Jun 2008 | A1 |
20080177168 | Callahan et al. | Jul 2008 | A1 |
20080194927 | KenKnight et al. | Aug 2008 | A1 |
20080208009 | Shklarski | Aug 2008 | A1 |
20080208014 | KenKnight et al. | Aug 2008 | A1 |
20080284599 | Zdeblick et al. | Nov 2008 | A1 |
20080288026 | Cross et al. | Nov 2008 | A1 |
20080294024 | Cosentino et al. | Nov 2008 | A1 |
20080306359 | Zdeblick et al. | Dec 2008 | A1 |
20080312522 | Rowlandson | Dec 2008 | A1 |
20090012412 | Wesel | Jan 2009 | A1 |
20090012979 | Bateni et al. | Jan 2009 | A1 |
20090054952 | Glukhovsky et al. | Feb 2009 | A1 |
20090062897 | Axelgaard | Mar 2009 | A1 |
20090069867 | KenKnight et al. | Mar 2009 | A1 |
20090073991 | Landrum et al. | Mar 2009 | A1 |
20090076336 | Mazar et al. | Mar 2009 | A1 |
20090076341 | James et al. | Mar 2009 | A1 |
20090076342 | Amurthur et al. | Mar 2009 | A1 |
20090076343 | James et al. | Mar 2009 | A1 |
20090076346 | James et al. | Mar 2009 | A1 |
20090076349 | Libbus et al. | Mar 2009 | A1 |
20090076397 | Libbus et al. | Mar 2009 | A1 |
20090076401 | Mazar et al. | Mar 2009 | A1 |
20090076559 | Libbus et al. | Mar 2009 | A1 |
20090088652 | Tremblay | Apr 2009 | A1 |
20090112116 | Lee et al. | Apr 2009 | A1 |
20090131759 | Sims et al. | May 2009 | A1 |
20090156908 | Belalcazar et al. | Jun 2009 | A1 |
20090216132 | Orbach | Aug 2009 | A1 |
20090270708 | Shen et al. | Oct 2009 | A1 |
20090270747 | Van Dam et al. | Oct 2009 | A1 |
20090292194 | Libbus et al. | Nov 2009 | A1 |
20100007413 | Herleikson | Jan 2010 | A1 |
20100022897 | Parker et al. | Jan 2010 | A1 |
20100056881 | Libbus et al. | Mar 2010 | A1 |
20100081913 | Cross et al. | Apr 2010 | A1 |
20100174229 | Hsu et al. | Jul 2010 | A1 |
20100177100 | Carnes et al. | Jul 2010 | A1 |
20100185063 | Bardy | Jul 2010 | A1 |
20100185076 | Jeong et al. | Jul 2010 | A1 |
20100191154 | Berger et al. | Jul 2010 | A1 |
20100191310 | Bly | Jul 2010 | A1 |
20100223020 | Goetz | Sep 2010 | A1 |
20100234715 | Shin et al. | Sep 2010 | A1 |
20100234716 | Engel | Sep 2010 | A1 |
20100280366 | Ame et al. | Nov 2010 | A1 |
20100312188 | Robertson et al. | Dec 2010 | A1 |
20100324384 | Moon et al. | Dec 2010 | A1 |
20110021937 | Hugh et al. | Jan 2011 | A1 |
20110054286 | Crosby et al. | Mar 2011 | A1 |
20110060215 | Tupin et al. | Mar 2011 | A1 |
20110066041 | Pandia et al. | Mar 2011 | A1 |
20110077497 | Oster et al. | Mar 2011 | A1 |
20110105861 | Derchak et al. | May 2011 | A1 |
20110144470 | Mazar et al. | Jun 2011 | A1 |
20110160548 | Forster et al. | Jun 2011 | A1 |
20110224564 | Moon et al. | Sep 2011 | A1 |
20110237922 | Parker, III et al. | Sep 2011 | A1 |
20110237924 | McGusty et al. | Sep 2011 | A1 |
20110245699 | Snell et al. | Oct 2011 | A1 |
20110245711 | Katra et al. | Oct 2011 | A1 |
20110288605 | Kaib et al. | Nov 2011 | A1 |
20120003933 | Baker et al. | Jan 2012 | A1 |
20120029306 | Paquet et al. | Feb 2012 | A1 |
20120029315 | Raptis et al. | Feb 2012 | A1 |
20120029316 | Raptis et al. | Feb 2012 | A1 |
20120035432 | Katra et al. | Feb 2012 | A1 |
20120078127 | McDonald et al. | Mar 2012 | A1 |
20120088998 | Bardy et al. | Apr 2012 | A1 |
20120088999 | Bishay et al. | Apr 2012 | A1 |
20120089000 | Bishay et al. | Apr 2012 | A1 |
20120089001 | Bishay et al. | Apr 2012 | A1 |
20120089037 | Bishay et al. | Apr 2012 | A1 |
20120089412 | Bardy et al. | Apr 2012 | A1 |
20120089417 | Bardy et al. | Apr 2012 | A1 |
20120095352 | Tran | Apr 2012 | A1 |
20120101358 | Boettcher et al. | Apr 2012 | A1 |
20120101396 | Solosko et al. | Apr 2012 | A1 |
20120165645 | Russell et al. | Jun 2012 | A1 |
20120306662 | Vosch et al. | Jun 2012 | A1 |
20120172695 | Ko et al. | Jul 2012 | A1 |
20120238910 | Nordstrom | Sep 2012 | A1 |
20120253847 | Dell'Anno et al. | Oct 2012 | A1 |
20120302906 | Felix et al. | Nov 2012 | A1 |
20120323132 | Warner et al. | Dec 2012 | A1 |
20120330126 | Hoppe et al. | Dec 2012 | A1 |
20130041272 | Guillen Arredondo Javier et al. | Feb 2013 | A1 |
20130077263 | Oleson et al. | Mar 2013 | A1 |
20130079611 | Besko | Mar 2013 | A1 |
20130085347 | Manicka et al. | Apr 2013 | A1 |
20130085403 | Gunderson et al. | Apr 2013 | A1 |
20130096395 | Katra et al. | Apr 2013 | A1 |
20130116533 | Lian et al. | May 2013 | A1 |
20130123651 | Bardy | May 2013 | A1 |
20130158361 | Bardy | Jun 2013 | A1 |
20130197380 | Oral et al. | Aug 2013 | A1 |
20130225963 | Kodandaramaiah et al. | Aug 2013 | A1 |
20130225966 | Macia Barber et al. | Aug 2013 | A1 |
20130231947 | Shusterman | Sep 2013 | A1 |
20130243105 | Lei et al. | Sep 2013 | A1 |
20130274584 | Finlay et al. | Oct 2013 | A1 |
20130275158 | Fahey | Oct 2013 | A1 |
20130324809 | Lisogurski et al. | Dec 2013 | A1 |
20130324855 | Lisogurski et al. | Dec 2013 | A1 |
20130324856 | Lisogurski et al. | Dec 2013 | A1 |
20130325081 | Karst et al. | Dec 2013 | A1 |
20130325359 | Jarverud et al. | Dec 2013 | A1 |
20130331665 | Libbus et al. | Dec 2013 | A1 |
20130338448 | Libbus et al. | Dec 2013 | A1 |
20130338472 | Macia Barber et al. | Dec 2013 | A1 |
20140012154 | Mazar et al. | Jan 2014 | A1 |
20140056452 | Moss et al. | Feb 2014 | A1 |
20140088399 | Lian et al. | Mar 2014 | A1 |
20140140359 | Kalevo et al. | May 2014 | A1 |
20140180027 | Buller | Jun 2014 | A1 |
20140189928 | Oleson et al. | Jul 2014 | A1 |
20140206977 | Bahney et al. | Jul 2014 | A1 |
20140215246 | Lee et al. | Jul 2014 | A1 |
20140249852 | Proud | Sep 2014 | A1 |
20140296651 | Stone | Oct 2014 | A1 |
20140343390 | Berzowska et al. | Nov 2014 | A1 |
20140358193 | Lyons et al. | Dec 2014 | A1 |
20140364756 | Brockway et al. | Dec 2014 | A1 |
20150048836 | Guthrie et al. | Feb 2015 | A1 |
20150065842 | Lee et al. | Mar 2015 | A1 |
20150165211 | Navqi et al. | Jun 2015 | A1 |
20150177175 | Elder et al. | Jun 2015 | A1 |
20150250422 | Bay | Sep 2015 | A1 |
20150257670 | Ortega et al. | Sep 2015 | A1 |
20150305676 | Shoshani | Nov 2015 | A1 |
20150359489 | Baudenbacher et al. | Dec 2015 | A1 |
20160135746 | Kumar et al. | May 2016 | A1 |
20160144190 | Cao et al. | May 2016 | A1 |
20160144192 | Sanghera et al. | May 2016 | A1 |
20160217691 | Kadobayashi et al. | Jul 2016 | A1 |
20160235318 | Sarkar | Aug 2016 | A1 |
20170112399 | Brisben et al. | Apr 2017 | A1 |
20170281032 | Weinberg et al. | Oct 2017 | A1 |
20170366921 | Pflugh et al. | Dec 2017 | A1 |
20180078771 | Koop et al. | Mar 2018 | A1 |
20190021671 | Kumar et al. | Jan 2019 | A1 |
Number | Date | Country |
---|---|---|
19955211 | May 2001 | DE |
1859833 | Nov 2007 | EP |
2438851 | Apr 2012 | EP |
2438852 | Apr 2012 | EP |
2465415 | Jun 2012 | EP |
2589333 | May 2013 | EP |
H06319711 | Nov 1994 | JP |
H11188015 | Jul 1999 | JP |
2004129788 | Apr 2004 | JP |
2007082938 | Apr 2007 | JP |
2009219554 | Oct 2009 | JP |
199852463 | Nov 1998 | WO |
0078213 | Dec 2000 | WO |
2003032192 | Apr 2003 | WO |
2006009767 | Jan 2006 | WO |
2006014806 | Feb 2006 | WO |
2007066270 | Jun 2007 | WO |
2007092543 | Aug 2007 | WO |
2008010216 | Jan 2008 | WO |
2008057884 | May 2008 | WO |
2009036306 | Mar 2009 | WO |
2009036313 | Mar 2009 | WO |
2009036327 | Mar 2009 | WO |
2009112976 | Sep 2009 | WO |
2009112978 | Sep 2009 | WO |
2009112979 | Sep 2009 | WO |
2009142975 | Nov 2009 | WO |
2010066507 | Jun 2010 | WO |
2010105045 | Sep 2010 | WO |
2011047207 | Apr 2011 | WO |
2012140559 | Oct 2012 | WO |
2012146957 | Nov 2012 | WO |
Entry |
---|
15 of the Hottest Wearable Gadgets, URL <http://thehottestgadgets.com/2008/09/the-15-hottest-wearable-gadgets-001253> (Web page cached on Sep. 27, 2008). |
Alivecor's Heart Monitor for iPhone Receives FDA Clearance, URL <http://www.businesswire.com/news/home/20121203005545/en/AliveCor%E2%80%99s-Heart-Monitor-iPhone-Receives-FDA-Clearance#.U7rtq7FVTyF> (Dec. 3, 2012). |
Bharadwaj et al., Techniques for Accurate ECG signal processing, EE Times, URL <www.eetimes.com/document.asp?doc_id=1278571> (Feb. 14, 2011). |
Chen et al., “Monitoring Body Temperature of Newborn Infants At Neonatal Intensive Care Units Using Wearable Sensors,” BodyNets 2010, Corfu Island, Greece. (Sep. 10, 2010). |
Epstein, Andrew E. et al.; ACC/AHA/HRS 2008 Guidelines for Device-Based Therapy of Cardiac Rhythm Abnormalities. J. Am. Coll. Cardiol. 2008; 51; el-e62, 66 Pgs. |
Fitbit automatically tracks your fitness and sleep, URL <http://www.fitbit.com/> (Web page cached on Sep. 10, 2008). |
Smith, Kevin, “Jawbone Up vs. Fitbit Flex: Which Is the Best Fitness Band?” URL <http://www.businessinsider.com/fitbit-flex-vs-jawbone-up-2013-5?op=1> (Jun. 1, 2013). |
Kligfield, Paul et al., Recommendations for the Standardization and Interpretation of the Electrocardiogram: Part I. J.Am.Coll. Cardiol; 2007; 49; 1109-27, 75 Pgs. |
Lauren Gravitz, “When Your Diet Needs a Band-Aid, ”Technology Review, MIT. (May 1, 2009). |
Lieberman, Jonathan, “How Telemedicine Is Aiding Prompt ECG Diagnosis in Primary Care,” British Journal of Community Nursing, vol. 13, No. 3, Mar. 1, 2008 (Mar. 1, 2008), pp. 123-126, XP009155082, ISSN: 1462-4753. |
McManus et al., “A Novel Application for the Detection of an Irregular Pulse using an iPhone 4S in Patients with Atrial Fibrillation,” vol. 10(3), pp. 315-319 (Mar. 2013). |
Nike+ Fuel Band, URL <http://www.nike.com/us/en_us/c/nikeplus-fuelband> (Web page cached on Jan. 11, 2013). |
P. Libby et al.,“Braunwald's Heart Disease—A Textbook of Cardiovascular Medicine,” Chs. 11, pp. 125-148 and 12, pp. 149-193 (8th ed. 2008), American Heart Association. |
Initial hands-on with Polar Loop activity tracker, URL <http://www.dcrainmaker.com/2013/09/polar-loop-firstlook.html> (Sep. 17, 2013). |
Sittig et al., “A Computer-Based Outpatient Clinical Referral System,” International Journal of Medical Informatics, Shannon, IR, vol. 55, No. 2, Aug. 1, 1999, pp. 149-158, X0004262434, ISSN: 1386-5056(99)00027-1. |
Sleepview, URL <http://www.clevemed.com/sleepview/overview.shtml> (Web pages cached on Feb. 23, 2010, Dec. 29, 2012 and Sep. 4, 2013). |
Actigraphy/ Circadian Rhythm SOMNOwatch, URL <http://www.somnomedics.eu/news-events/publications/somnowatchtm.html> (Web cached on Jan. 23, 2010). |
Zio Event Card, URL <http://www.irhythmtech.com/zio-solution/zio-event/> (Web page cached on Mar. 11, 2013). |
Zio Patch System, URL <http://www.irhythmtech.com/zio-solution/zio-system/index.html> (Web page cached on Sep. 8, 2013). |
Saadi et al. “Heart Rhythm Analysis Using ECG Recorded With a Novel Sternum Based Patch Technology—A Pilot Study.” Cardio technix 2013—Proceedings of the International Congress on Cardiovascular Technologies, Sep. 20, 2013. |
Anonymous. “Omegawave Launches Consumer App 2.0 in U.S. Endurance Sportswire—Endurance Sportswire.” Jul. 11, 2013. URL:http://endurancesportswire.com/omegawave-launches-consumer-app-2-0-in-u-s/. |
Chan et al. “Wireless Patch Sensor for Remote Monitoring of Heart Rate, Respiration, Activity, and Falls.” pp. 6115-6118. 2013 35th Annual International Conference of the IEEE Engineering in Medical and Biology Society. Jul. 1, 2013. |
Daoud et al. “Fall Detection Using Shimmer Technology and Multiresolution Analysis.” Aug. 2, 2013. URL: https://decibel.ni.com/content/docs/DOC-26652. |
Libbus. “Adherent Cardiac Monitor With Wireless Fall Detection for Patients With Unexplained Syncope.” Abstracts of the First AMA-IEEE Medical Technology Conference on Individualized Healthcare. May 22, 2010. |
Seifert, Dan, “Samsung dives into fitness wearable with the Gear Fit/ The Verge,” URL <http://www.theverge.com/2014/2/24/5440310/samsung-dives-into-fitness-wearables-with-the-gear-fit> (Feb. 24, 2014). |
Soper, Taylor, “Samsung's new Galaxy S5 flagship phone has fingerprint reader, heart rate monitor,” URL <http://www.geekwire.com/2014/samsung-galaxy-S5-fingerprints> (Feb. 24, 2014). |
Dolcourt, Jessica, “See the Samsung Galaxy S5's Heart rate monitor in action,” URL <http://www.cnet.com/news/see-the-samsung-galaxy-s5s-heart-rate-monitor-in-action> (Feb. 25, 2014). |
Wei et al. “A Stretchable and Flexible System for Skin-Mounted Measurement of Motion Tracking and Physiological Signals.” pp. 5772-5775. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Aug. 26, 2014. |
Health Research—Hexoskin Biometric Shirt | Hexoskin URL:http://www.hexoskin.com/pages/health-research (Web page cached on Dec. 2, 2014). |
Jacob Kastrenakes, “Apple Watch uses four sensors to detect your pulse,” Sep. 9, 2014. URL: http://www.theverge.com/2014/9/9/6126991/apple-watch-four-back-sensors-detect-activity. |
Nicole Lee, “Samsung Gear S review: an ambitious and painfully flawed smartwatch,” Dec. 1, 2014. URL: http://www.engadget.com/2014/12/01/samsung-gear-s-review/. |
Duttweiler et al., “Probability Estimation in Arithmetic and Adaptive-Huffman Entropy Coders,” IEEE Transactions on Image Processing. vol. 4, No. 3, Mar. 1, 1995, pp. 237-246. |
Gupta et al., “An ECG Compression Technique for Telecardiology Application,” India Conference (INDICON), 2011 Annual IEEE, Dec. 16, 2011, pp. 1-4. |
Nave et al., “ECG Compression Using Long-Term Prediction,” IEEE Transactions on Biomedical Engineering, IEEE Service Center, NY, USA, vol. 40, No. 9, Sep. 1, 1993, pp. 877-885. |
Skretting et al., “Improved Huffman Coding Using Recursive Splitting,” NORSIG, Jan. 1, 1999. |
A Voss et al., “Linear and Nonlinear Methods for Analyses of Cardiovascular Variability in Bipolar Disorders,” Bipolar Disorders, votl. 8, No. 5p1, Oct. 1, 2006, pp. 441-452, XP55273826, DK ISSN: 1398-5647, DOI: 10.1111/i.1399-5618.2006.00364.x. |
“Varicrad-Kardi Software User's Manual Rev. 1.1”, Jul. 8, 2009 (Jul. 8, 2009), XP002757888, retrieved from the Internet: URL:http://www.ehrlich.tv/KARDiVAR-Software.pdf [retrieved on May 20, 2016]. |
Biopac Systems, Inc. #A5148-Automated ECG Analysis , Mar. 24, 2006. |
https://web.archive.org/web/20130831204020/http://www.biopac.com/research.asp?CatID=37&Main=Software (Aug. 2013). |
Adinstruments:ECG Analysis Module for LabChart & PowerLab, 2008. |
“Vedapulse UK,” Jan. 1, 2014 (Jan. 1, 2014), XP002757887, Retrieved from the Internet: URL:http://www.vedapulseuk.com/diagnostic/ [retrieved on May 19, 2016]. |
http://www.originlab.com/origin#Data_Exploration 2015. |
http://www.gtec.at/Products/Software/g.BSanalyze-Specs-Features (2014). |
G. G. Ivanov, “HRV Analysis Under the Usage of Different Electrocardiopraphy Systems,” Apr. 15, 2008 (Apr. 15, 2008), XP55511209, Retrieved from the Internet: URL:http://www.drkucera.eu/upload_doc/hrv_analysis_(methodical_recommendations).pdf [retrieved on Oct. 1, 2018]. |
Number | Date | Country | |
---|---|---|---|
20170258358 A1 | Sep 2017 | US |
Number | Date | Country | |
---|---|---|---|
61882403 | Sep 2013 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 14082071 | Nov 2013 | US |
Child | 15256266 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 15256266 | Sep 2016 | US |
Child | 15605842 | US | |
Parent | 14080717 | Nov 2013 | US |
Child | 14082071 | US | |
Parent | 14080725 | Nov 2013 | US |
Child | 14082071 | US |