Portable spirometer and method for monitoring lung function
11234614 · 2022-02-01
Assignee
Inventors
- Gregory Poore (La Jolla, CA, US)
- Daniel Chander (Villa Martia, SG)
- Jinsu Kim (Gainesville, FL, US)
- Melody Xuan Lim (Chicago, IL, US)
Cpc classification
A61B5/097
HUMAN NECESSITIES
A61B5/7282
HUMAN NECESSITIES
A61B5/0004
HUMAN NECESSITIES
G16H80/00
PHYSICS
A61B5/744
HUMAN NECESSITIES
A61B2560/0431
HUMAN NECESSITIES
A61B5/4848
HUMAN NECESSITIES
G16H50/70
PHYSICS
A61B5/7465
HUMAN NECESSITIES
A61B2560/045
HUMAN NECESSITIES
A61B5/6898
HUMAN NECESSITIES
A61B5/0022
HUMAN NECESSITIES
International classification
A61B5/097
HUMAN NECESSITIES
A61B5/00
HUMAN NECESSITIES
Abstract
A spirometer comprises a housing defining a fluid flow pathway extending between a first end and a second end, a first opening along the pathway and a second opening longitudinally spaced along the pathway from the first opening. A flow chamber defining a fluid flow pathway is disposed within the housing between the first opening and the second opening, the flow chamber including an elongated resistive element along the central longitudinal axis of the flow chamber for defining a flow passage through the flow chamber between the resistive element and the inner surface of the flow chamber. The flow chamber conditions fluid flow for accurate sensing of the fluid flow over a range. A pressure sensor is disposed within the housing in fluid communication with the first opening and the second opening for sensing a pressure differential between the first opening and the second opening and producing an electric signal that corresponds with the rate of fluid flow through the housing. The described spirometer and associated software has a variety of applications in the evaluation, diagnosis, monitoring, and improvement of respiratory conditions as well as digitally-delivered respiratory rehabilitation programs and clinical trials.
Claims
1. A method for remotely delivering the contents of a pulmonary treatment or rehabilitation program to an individual, the digital treatment or rehabilitation program of remote delivery method comprising: providing a spirometer for sensing fluid flow from the individual breathing through the spirometer, the spirometer comprising a tubular housing having an open first end and an open second end, the housing defining a first fluid flow pathway extending between the first end and the second end, a first opening along the first fluid flow pathway and through which fluid flow enters, and a second opening longitudinally spaced along the first fluid flow pathway from the first opening and through which fluid flow enters, a flow chamber having a central longitudinal axis and defining a second fluid flow pathway and, the flow chamber disposed within the housing between the first opening and the second opening, the flow chamber including an elongated resistive element along the central longitudinal axis of the flow chamber for defining a flow passage through the flow chamber between the resistive element and the inner surface of the flow chamber, and at least one elongated tubular element disposed between the resistive element and the inner surface of the flow chamber for defining a plurality of annular flow passages through the flow chamber between the resistive element and the inner surface of the flow chamber, wherein the flow chamber conditions the fluid flow for accurate sensing of the flow over a range of fluid flow through the housing, and a pressure sensor disposed within the housing, the pressure sensor in fluid communication with the first opening and the second opening for sensing a pressure differential between the first opening and the second opening and producing an electric signal in response to fluid flow through the housing, wherein the electric signal has a magnitude that corresponds with the rate of fluid flow through the housing and a sign that corresponds with the directionality of fluid flow through the housing; breathing into the spirometer by exhaling or inhaling for flowing fluid through the spirometer from the first end to exit the second end; sensing flowing fluid within the spirometer to provide flow data according to the fluid flow; evaluating lung function according to the flow data; and using the lung function results to tailor specific, multi-media knowledge modules to the individual.
2. The digital treatment or rehabilitation program remote delivery method as recited in claim 1, wherein the step of using the lung function results comprises tailoring the multi-media knowledge modules to a specific disease or set of diseases.
3. The digital treatment or rehabilitation program remote delivery method as recited in claim 1, further comprising the step of automatically or manually monitoring medication dosing regimens.
4. The digital treatment or rehabilitation program system remote delivery method as recited in claim 1, further comprising the step of providing a virtual avatar with whom the individual interacts.
5. The digital treatment or rehabilitation program remote delivery method as recited in claim 1, further comprising the step of chat messaging, phone calls, or telehealth conferencing between the individual and any healthcare professional.
6. The digital treatment or rehabilitation program remote delivery method as recited in claim 1, further comprising the step of identifying and grouping similar patients into virtual rehabilitation communities or virtual community support groups based on geopositional location, disease severity, track record of using the device, personality preferences, or any combination thereof.
7. The digital treatment or rehabilitation program remote delivery method as recited in claim 6, wherein the virtual community support groups are able to communicate via secure group chat messaging, phone calls, or telehealth conferencing.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
(1) For a more complete understanding of the portable spirometer and method, reference should now be had to the embodiments shown in the accompanying drawings and described below, which are incorporated in and constitute a part of this specification. In the drawings:
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DESCRIPTION
(24) Referring now to the drawings, wherein like reference numerals designate corresponding or similar elements throughout the several views, an embodiment of a portable spirometer is shown in
(25) As shown in
(26) As shown in
(27) The number of passages, or annular regions, in the flow chamber 34 may vary. For example, referring to
(28) Another embodiment of a housing and flow chamber is shown in
(29) As seen in
(30) Referring to
(31) In other embodiments, other arrangements of the air flow inlet openings are contemplated and air pressure may be measured at more than one point around the circumference of the flow chamber in order to average local pressure fluctuations. In addition, there may be sub-channels connecting the individual sets of measurement points as long as fluid communication between the first and second air flow inlet openings 50, 52 utilize a continuously connected path between the flow chamber 34 and the pressure sensor 38.
(32) Referring to
(33) The components of the spirometer 30 may be produced by a number of methods, including for example, three-dimensional printing or injection molding, preferably from a lightweight plastic material. The housing 32 and the mouthpiece 36 of the spirometer 30 in their current embodiments are manufactured using either acrylonitrile butadiene styrene (ABS) or polylactic acid (PLA) plastics, which are then 3D printed into the desired shape. Suitable alternative materials include other plastics, preferably biocompatible; glass; metals; or other relatively durable and lightweight material. In one embodiment, the spirometer 30 is constructed such that it has a clear front end and back end.
(34) The spirometer operates on the basis of the Hagen-Poiseuille equation, which describes a linear relationship between pressure and flow velocity in its formulation, according to which the pressure drop Op in an incompressible, frictional Newtonian fluid undergoing laminar flow in a pipe can be expressed as:
Op=(32μLv)/(gPd.sup.2)
(35) where μ is the dynamic viscosity, L is the length of the pipe, v is the fluid velocity, g is the gravitational constant, P is the fluid density, and d is the diameter of the pipe. Since air is a close approximation to an incompressible, frictional Newtonian fluid, the goal is thus to reduce the Reynolds number, Re, so as to produce laminar flow (which occurs for Re<2200). The Reynolds number can be computed as follows:
Re=QD.sub.H/vA
(36) where A is the cross-sectional area of the tube, v is the kinematic viscosity, Q is the volumetric flow rate, and D.sub.H is the hydraulic diameter of the pipe.
(37) Thus, it is possible to decrease the Reynolds number by decreasing the hydraulic diameter. In addition, we note that passing the fluid being measured through multiple concentric tubes reduces the volumetric flow rate through any single tube, doubly decreasing the Reynolds number, while approximately maintaining the total cross-sectional area of the flow when the concentric walls 46 are thin. Thus, by passing the fluid through multiple concentric tubes and reducing the hydraulic diameter, laminar flow can be achieved across a wide dynamic range of input flow rates and create a pressure drop that is linearly proportional to the fluid velocity, as modeled by the Hagen-Poiseulli equation.
(38) The spirometer 30 is thus configured to produce a substantially laminar flow of air across a wide dynamic range of flow inputs that are normally observed in inhalation and exhalation maneuvers. The configuration acts on the fluid flow so that the fluid flow is converted to a more consistent flow profile. The location of the flow chamber 34 between the open proximal end 40 of the housing 32 and the flow sensor 38 at the distal end 42 of the housing 22 linearizes air flow across a range of flow rates causing the flow of air generated by a user at the mouthpiece to become a laminar stable air flow in the midsection area, inclusive of the locations of fluid flow inlets 50 and 52. By configuring the spirometer 30 to convert and maintain the air to a substantially laminar flow for at least the fluid flow path, the spirometer 30 is capable of producing a consistently accurate response independent from outside factors and inhalation or exhalation patterns.
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(40) A microcontroller 514 receives the digital air measurement data from the ADC 510. The microcontroller 514 controls a switch 512 based on the digital air measurement data from the ADC 510. The switch 512 controls operation of the power regulator in supplying electrical power to the differential pressure transducer 506 and the ADC 510. The microcontroller 514 is also connected to an RF communications module 516 for wirelessly transmitting the digital air pressure or flow measurement data to a computing device, mobile communications device or other device for further processing the air pressure measurement data, storing and/or displaying the air pressure measurement data. It is contemplated that other device embodiments may perform such calculations onboard the device itself without wireless transmission.
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(42) In block 606, the transduced, conditioned, and sampled signals from block 604 are data encoded and are transmitted by an RF transmitter 608 to a computing device 609 for further processing, storing, and/or displaying the air pressure or flow measurement data. Such calculations may include further filtering of the signal for visualization or device utilization, such as Butterworth filtering or Kalman filtering, and mathematical integration of digitized flow rates to calculate lung volumes of the patient at defined intervals. As previously described, in accordance with an embodiment, the computing device 609 is a mobile computing device, mobile communications device or other device, and it is contemplated that other device embodiments may perform such calculations onboard the device itself without necessarily requiring wireless transmission. The encoded data may be transmitted using an RF communications protocol 610, such as Bluetooth protocol or any other wireless communications protocol, inclusive of cellular signals.
(43) The air pressure or flow measurement data is received by an RF receiver 618 of the computing device 609. In block 616, the received air pressure or flow measurement data is decoded. In block 614, digital signal processing is performed on the decoded data.
(44) In block 620, post-processing is performed. In accordance with an embodiment, post-processing includes blocks 622, 624 and 626. In block 622, a recording algorithm receives recording parameter 630. The recording parameters 630 may be entered by a user via a user interface (UI) 628. The recording parameters 630 include but are not necessarily limited to PEF, FEV1, and total exhaled volume.
(45) In block 624, spirometry calculations are performed. The results of the spirometry calculations are presented as output graphics and values 632 on a display 633 of the user interface 628. In accordance with an embodiment, guided and incentivized spirometry 634 are also presented on the display 633 of the user interface 628. In block 626, the results of the spirometry calculations are also stored in a data storage device. The storage of the data may be on the computing device 609 itself, the device, or on an external server that may be connected wirelessly.
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(47) A voltage regulator 703 receives electrical power from the switching circuit 701. The voltage regulator 703 is connected to bypass capacitors C1 and C2. An indicator light (LED2) 707 serves to let the user know whether the device is on or off. The output (+3V3) 712 of the voltage regulator 703 powers the microcontroller 708, an RF transceiver 710 and a pressure sensor circuit 704. In accordance with an embodiment the RF transceiver 710 is a Bluetooth transceiver although any type transceiver is usable.
(48) The digital pressure sensor circuit 704 includes an internal analog-to-digital (ADC) converter. In one implementation of the system 700, the microcontroller 708 communicates using an I2C protocol. Other implementations may include other forms of digital communication (e.g. SPI), or use an analog pressure sensor measured with a discrete analog-to-digital converter.
(49) The electrical power source 706 includes a rechargeable lithium battery 713 connected to an electrical plug (JP1) 714, and provides electrical power (VCC) to the switch circuit 701. The rechargeable lithium battery 713 includes a lithium charging integrated circuit with a charging rate controlled by a resistor (R2) 716. A universal serial bus (USB) connector 718 is included to connect the system 700 to an external electrical power source to provide electrical power for charging the lithium battery 713. An indicator light (LED1) 720 serves to notify the user about the status of the battery charging.
(50) The microcontroller circuit 708, which draws electrical power from the voltage regulator 702, receives data from the pressure sensor 704, and transmits the data to the RF transceiver 710. The microcontroller 708 also measures the voltage of the battery 713 through a voltage divider formed by resistors R6 and R7, and electrically switches off the electrical power if battery voltage levels are too low in transistor (T1) 709 of the switching circuit 701. A crystal 720 connects to the microcontroller 708 and provides a high-precision operating frequency signal.
(51) The RF transceiver 710 receives measurement data from the microcontroller circuit 708. The RF transceiver 710 is connected to decoupling capacitor (C8) 722. As previously described the RF transceiver 710 transmits the air pressure measurements or air flow measurements to a computing device, such as computing device 609 in
(52) In use, the mouthpiece 36 of the spirometer 30 is inserted into the proximal end 40 of the housing 32. A mechanical push-button switch 66 is centrally located on a rear cover 68 adjacent to two LED's 70 that display green or red when illuminated. When using the spirometer 30, the user first actuates the switch 66 for turning on the spirometer 30. The green LED will illuminate when the switch 66 is actuated indicating that the spirometer 30 is powered on. If the green LED is off, the spirometer 30 has run out of battery charge and should be charged via the USB micro connector 64 accessible through the cover plate 68. While the battery is charging, the red LED will turn on to indicate that the battery is being charged. The spirometer 30 may be used while the battery is charging.
(53) When the spirometer 30 has been powered on, the user should then select the Bluetooth device on the interface of the mobile application (
(54) With the spirometer 30 paired with the mobile application, the user inhales sharply through the mouthpiece 36 at the proximal end 40 of the housing 32 and exhales forcefully. The airflow from the user's breath passes through the mouthpiece 36 and into the proximal end 40 of the housing 32. The housing 32 functions to funnel air flow into the concentric cylindrical passages of the flow chamber 34 creating a measurable pressure change. Air flow exits the housing through the outlet opening 72.
(55) The spirometer 30 can be used to measure and provide as output data any of a number of clinical metrics for lung performance parameters, including but not limited to, forced expiratory volume (FEV) at timed intervals such as the FEV1 (one second) test, FEV6 (six second) test, FVC (forced vital capacity), forced expiratory flow (FEF) such as FEF 25-75, and PEF, many of which are displayed at 904. The rate of flow of the user's breath as a function of the volume exhaled by the user is displayed at 906. This graph is referred to as a flow-volume curve, and is commonly used in clinical practice. In addition, the user may opt to view a graph of the rate of flow of the user's breath as a function of time by selecting 908. In the one embodiment, the mobile computing device is capable of performing an analysis for each expiration and will display these results on its own screen; however, it is contemplated that other embodiments can perform the same spirometric analyses onboard the device and communicate these results wirelessly.
(56) The spirometer 30 is configured to be coupled to an external display device by a physical connection or a wireless connection. The display device may be an external processing unit, such as a smartphone or personal computer, permitting the user to transfer data from the spirometer 30 and display the results on a larger external screen with additional software. The term personal computer is meant to include but is not limited to desktop computers, laptop computers, tablets, and the like. The spirometer 30 may be coupled to an external display device through one or more coupling devices, such as a USB cable, a serial cable, a headphone cable, a specially configured cord, and combinations therein. Accordingly, embodiments of the spirometer 30 may comprise any of a USB cable, a serial cable, a headphone cable, and combinations thereof. The spirometer 30 may also be configured to be coupled to an external display device by a wireless connection. For example, the spirometer 30 may be configured to be coupled to an external display device using Bluetooth technology, SMS messages, WIFI technology, GSM technology, infrared transmission, or fiber optics. Accordingly, embodiments of the spirometer 30 may comprise a Bluetooth transmitter. In at least one embodiment, the display device may be integral with the spirometer 30. For example, the spirometer 30 may comprise an LCD display, an LED display, an organic LED display, a raised touch pad, or combinations thereof. The mobile phone and the portable computer are connected to the Internet by an Internet gateway device (e.g., a modem). The mobile phone and the portable computer may also communicate with the Internet gateway device using WIFI protocols, Bluetooth protocols, and the like. By way of a non-limiting example, the data may be transmitted by the device 30 via a radio link (e.g., the radio link) to the desktop computer, the cellular telephone, the portable computer, and the like. By way of another non-limiting example, the information may be transmitted by the device directly to the Internet gateway device.
(57) In some embodiments, the mobile computing device may contribute related but not necessarily equivalent information to the spirometer 30 and additionally transmit or analyze this information alongside lung function results. By way of a non-limiting example, this information may include geopositional location, local weather forecasts, altitude, temperature, humidity, or any other information that is passively or actively collected by the device or associated devices that may or may not be directly considered as health information. By way of another non-limiting example, such external information may be used collectively with transmitted patient lung function results to train one or more learning algorithms to make a plurality of predictions on how such information may be related to changes in lung function. With reference to this latter embodiment, the training, testing, and deployment of such learning algorithms may be done across one or multiple processor units, possibly including the mobile computing device, a remote server, a personal computer, or a combination thereof.
(58) In some embodiments, a personal computer, a connected server, or a smartphone may comprise an application that is used to perform any or all of the following: track or monitor the output data over a period of time or a number of uses, analyze the output data to provide additional lung performance information, display the output data graphically in a variety of formats, interface with other devices for offsite review or interpretation, and combinations thereof. By way of a non-limiting example, all or parts of this physiological information may be shared through a remote server securely in a regulatory compliant manner (e.g. HIPAA in the USA) with health coaches, physicians and other healthcare professionals, family members, electronic medical records, patient registries, clinical trial centers, and/or any other individual, organization, or corporate entity with appropriate permissions. Such information in raw and analyzed form could be used to prevent unnecessary visits to the office of a health care professional or hospital by identifying a negative change in the respiratory function of patients and may further permit remote teleconferencing with at-risk patients.
(59) Networking of patient airflow testing, and even medication administration, provide numerous advantages over conventional clinical practice. Adherence to a treatment plan is likely to improve if it is measured, monitored, and adapted. In some embodiments, the spirometer 30 and associated software may be used to gather lung function data pre- and post-administration of a particular therapy, which may or may not be a small molecule drug, biologic, or the like, to show proper compliance (e.g. 3 times per day) and/or usage (e.g. following a particular protocol to administer the medication). The act of monitoring of human behavior can change it. Providing real-time data to a network may improve compliance. Compliance may be directly monitored by the recognition of insufficient usage of a maintenance medication, as revealed by poor improvement in lung function, or may be inferred if spirometry is prescribed alongside a medication and the spirometry tests themselves are found to be missing or incomplete. The system in some embodiments can function as a medication reminder for those patients with a consistent dosage treatment plan who miss an application or overuse a medicine.
(60) By automatically providing trended data to the healthcare provider, he or she can review the effectiveness of the treatment plan and make adjustments as needed. In many cases, the patient data review and adjustment of treatment plan may be accomplished without a visit to a practitioner, which may reduce medical costs and improve healthcare outcomes. More generally, the system embodied in the device enables the healthcare provider to better monitor and manage their patients with chronic respiratory disease on a continual basis. In addition to the supervisory function, the system can also function as a means of providing information and education to the patient, sending messages directly to the patient's computing device or a patient support network to educate and generally inform.
(61) The healthcare provider may access the data to review the airflow measurements to detect potential problems or recommend treatment or changes in treatment. Likewise, the absence of event tracking information might inform a user or caregiver of a missed scheduled medication administration or measurement event, or even a prolonged loss of contact that may indicate a device failure. In some embodiments, this could trigger a message to the appropriate individuals in charge of a patient's care.
(62) Messages sent to the healthcare system and/or the patient may include SMS cellular telephone messages, recorded voice messages (e.g., including educational information), alerts, alarms, and the like. Thus, means are provided for assessing changes in the medicine administration and the lung function of a patient and more particularly the onset of a respiratory disease symptoms and concomitant exacerbations. The assessment may be conducted remotely by the healthcare provider or within a healthcare provider's office.
(63) The healthcare provider may be connected via the Internet and messages to be reviewed by a caregiver may be transmitted and displayed on a secure website. In one embodiment, the computing device is connected to the Internet via a wired communication link and in another embodiment this link may be wireless. The computing device may connect to the web server over the Internet and may display the website using a conventional or specialized web browser application.
(64) The new spirometer and concomitant software described has many advantages, including in mobile tracking of lung function or the improvement of lung performance. It is contemplated that embodiments of the spirometer may find particular use by non-patients, including but not limited to athletes, runners, bikers, musicians, singers, smokers, ex-smokers, video gamers, children, and the like, to evaluate, track, train, or improve lung function. It is especially contemplated that embodiments of the spirometer are used in connection with an “app” or a computer program to track improvements in lung performance over time. In one non-limiting embodiment, the “app” or program may provide user incentives to use the device consistently, inclusive of virtual points that may or may not be redeemable for real life prizes, lottery entries for cash-value rewards, direct or indirect financial compensation, virtual or real (i.e. printable) achievements and certificates, virtual or real (i.e. printable) contracts between the user and themselves or any other real or virtual individual, or any combination thereof. In another non-limiting embodiment, the “app” or program could securely and remotely link the user with a health coach, physician, or any other healthcare professional to give personalized verbal encouragement and training incentives via teleconferencing. In another non-limiting embodiment, these actions may be mediated directly or indirectly by a virtual avatar that learns the user's behavior and personality via a plurality of learning algorithms and then gives the user personalized feedback or encouragement on their health. In some embodiments, the “app” or computer program could use animations (e.g. blowing a dandelion using digital exhalation input from the described spirometer), games (e.g. “throwing” darts at a dartboard using digital exhalation input and positional and angular information from the described spirometer), and the like to incentivize use of the spirometer to evaluate, track, train, or improve lung performance. Thus, the spirometer comprises a key component in an overall comprehensive management platform, which provides the regular use of a lung function test in order to provide objective measures of a user's lung function.
(65) Some aspects of the present description describe embodiments of the present invention with regard to treating asthma and COPD conditions, but it will be appreciated by a person of ordinary skill in the art that the present invention is applicable to other airway disorders as well. In some embodiments, the device may be used by individuals not afflicted by any particular respiratory disorder for interest in evaluating, tracking, training, or improving lung performance.
(66) Based on the description above
(67) In block 1604, the user breaths into the spirometer by exhaling or inhaling for flowing fluid through the spirometer from the first end to exit the second end. In block 1606, flowing fluid is sensed within the spirometer to provide flow data according to the fluid flow. In block 1608, lung function is evaluated according to the flow data as described herein. In block 1610, the fluid flow measurement data is provided to at least one of a support network computing device and a healthcare provider computing device. The support network computing device or the healthcare provider computing device employs any variety or set of learning algorithms to automatically diagnose an individual's respiratory condition based on the flow data or any other user-specific health information in combination with the flow data.
(68) In block 1612, the lung function results are used to tailor specific, multi-media knowledge modules to the user or individual. The multi-media knowledge modules are tailored to a specific disease or set of diseases. In block 1614, medication dosing regimens are automatically or manually monitored.
(69) In block 1616, a virtual avatar may be provided with whom the individual or user interacts. In block 1618, secure chat messaging, phone calls, or telehealth conferencing is provided between the individual and any healthcare professional.
(70) In block 1620, similar patients are identified and grouped into virtual rehabilitation communities or virtual community support groups based on geopositional location, disease severity, track record of using the device, personality preferences, or any combination thereof. The virtual community support groups are able to communicate via secure group chat messaging, phone calls, or telehealth conferencing. The virtual community support groups also have synchronized behavioral incentives, medication reminders, and task checklists. The virtual community support groups are also able to congregationally communicate with a plurality of doctors, nurses, therapists, health coaches, or any combination thereof in real-time via secure group chat messaging, phone calls, or telehealth conferencing.
(71) In block 1622, a behavioral incentive or disincentive, or a set of such behavioral incentives or disincentives, are provided to the individual or user to improve adherence to the rehabilitation program. The behavioral incentives or disincentives may include but is not necessarily limited to virtual, real, or transferable (i.e. virtual to real) rewards, achievements, coupons, currencies, cryptocurrencies, non-financial compensation, or any combination thereof at defined or randomized time intervals. The behavioral incentives or disincentives are selectively implemented by a plurality of learning algorithms that automatically adapt to the user's behavior or lung function results over time at defined or randomized time intervals. The behavioral incentives or disincentives may include animations, games, augmented reality, or any combination thereof whose functions are tied directly or indirectly to lung function readings.
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(73) In block 1704, users can digitally sign an informed consent document to share their physiological and demographic information with a clinical trial sponsor, healthcare professional, or any other privileged individual associated with the study.
(74) In block 1706, a plurality of non-spirometric information is collected and shared by the user alongside his or her personal lung function information. The non-spirometric information may be collected by means other than the spirometer. A behavioral incentive or disincentive, or a set of such behavioral incentives or disincentives, may be provided to the study subject to improve adherence to study protocol.
(75) In block 1708, lung function data is automatically sent to a remote, secure server. The lung function data is aggregated with other study subject data or with data from other participants in the study and analyzed.
(76) In accordance with different embodiments, users are compensated before the study, during the study, after the study, or any combination thereof. The users are compensated based on personal or group adherence to a specific clinical trial protocol. In accordance with embodiments, the study subjects are compensated with virtual, real, or transferable (i.e. virtual to real) rewards, achievements, coupons, currencies, cryptocurrencies, non-financial compensation, or any combination thereof at defined or randomized time intervals.
(77) The flowchart and block diagrams in the Figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods, and computer program products according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of instructions, which comprises one or more executable instructions for implementing the specified logical function(s). In some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems that perform the specified functions or acts or carry out combinations of special purpose hardware and computer instructions.
(78) The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of embodiments of the invention. As used herein, the singular forms “a”, “an”, and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms “comprises” and/or “comprising,” when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.
(79) Although the present invention has been shown and described in considerable detail with respect to only a few exemplary embodiments thereof, it should be understood by those skilled in the art that we do not intend to limit the invention to the embodiments since various modifications, omissions and additions may be made to the disclosed embodiments without materially departing from the novel teachings and advantages, particularly in light of the foregoing teachings. Accordingly, we intend to cover all such modifications, omission, additions and equivalents as may be included within the spirit and scope of the invention as defined by the following claims. In the claims, means-plus-function clauses are intended to cover the structures described herein as performing the recited function and not only structural equivalents but also equivalent structures. Thus, although a nail and a screw may not be structural equivalents in that a nail employs a cylindrical surface to secure wooden parts together, whereas a screw employs a helical surface, in the environment of fastening wooden parts, a nail and a screw may be equivalent structures.