A method and apparatus for displaying periodic signals generated by a medical device is disclosed. A method and apparatus for displaying quasi-periodic signals generated by a medical device also is disclosed.
Electrocardiogram (EKG, also known as ECG) devices are well-known in the prior art. They measure the electrical activity of the human heart using electrodes and create tracings of the activity on paper or on a visual display.
Many medical devices create periodic signals as well that represent activity within the human body. For example, medical devices exist in the areas of electromyography (EMG) (to monitor muscle activity), electroencephalography (EEG) (to monitor brain activity), polysomnography (to monitor breathing activity during sleep), and other areas in which periodic signals are generated and monitored in real-time by a doctor or medical professional.
In the electrical engineering field, oscilloscopes and other tools are well-known for displaying electrical signals on a screen. One technique used by such tools is to create an “eye diagram” for periodic signals. The technique involves superimposing the signal from one period over the signal from the next period and the next period, and so on. An exemplary eye diagram 30 is shown in
What is needed is a device for generating an eye diagram for periodic signals generated by medical devices and to identify any excursions from the mean values, expected values, or other thresholds. What is further needed is the ability to examine an excursion in more detail and to quickly see the data before and after the excursion occurred.
What is further needed is the ability to apply these concepts to quasi-periodic signals generated by medical devices.
The aforementioned problem and needs are addressed through an embodiment for generating an eye diagram of a periodic signal output from a medical device and for examining an excursion in more detail. Another embodiment provides the same benefit for quasi-periodic signals.
An embodiment will now be described with reference to
In one embodiment, processing device 40 is a computing device (such as a desktop, notebook, server, tablet, mobile device, or other computer) comprising a processor, memory, non-volatile storage (such as a hard disk drive or flash memory array), I/O connection (such as a USB connection) for communicating with a medical device, and an I/O connection for sending output to a display, printer, or other device. Optionally, processing device 40 can itself include a display (as might be the case if processing device 40 is a tablet or mobile device). Processing device 40 comprises software code for performing the functions described herein.
Processing device 40 receives the periodic signal generated by medical device 10 and generates an output 50 that comprises an eye diagram of the signal by superimposing one period of the signal on top of another period of the signal, and so on. One of ordinary skill in the art will appreciate that output 50 is much easier to read and analyze than output 20 shown in
The periodic signal generated by medical device 10 can be either analog or digital. If the periodic signal is an analog signal, processing device 40 will perform analog-to-digital conversion using known techniques. If the periodic signal already is a digital signal, then no conversion is needed.
A baseline sequence representing one heart beat can be utilized. The baseline sequence can represent an ideal heart beat that is stored in non-volatile storage of processing device 40, or the baseline sequence can be determined based on data collected from the patient's heart beat. For example, once processing device 40 has stored multiple periods of data for the patient's heart beat, it can determine the mean value for each data location within the sequence of data in one period over X periods of data. If X=50 and N=1024, for instance, processing device 40 will determine the mean value at each data location ai (where i ranges from 1 to N or 1024 in this example) within 50 periods of data. The resulting sequence a will represent the baseline heartbeat.
Once a baseline is determine, excursions can be automatically identified in the data obtained from medical device 10. If we assume N is 1024, then each period will have 1024 data points, and the baseline sequence ai will also have 1024 data points. A threshold L can be set, where L is a percentage of deviation. Each data point dhi (where h ranges from 1 to T and T represents the number of periods of data captured to date, and i ranges from 1 to N, and i represents the location within the sequence as is the case with ai) is compared to ai. If dhi is 1% greater or less than ai, then dhi represents an excursion.
All data points representing excursions are recorded or flagged by processing device 40. For example, processing device 40 can maintain a data structure for each data point dhi that includes a flag bit, where a 0 represents no excursion and a 1 represents an excursion. In the alternative, processing device 40 can maintain a list of each data point dhi that is an excursion.
An embodiment is now shown in
Optionally, when an excursion is identified, processing device 40 can generate alert 70. Alert 70 can appear on the display as part of output 50, or it can be sent over email, SMS or MMS message, a phone call, a web-based message, etc. Processing device 40 can generate alert 70 based on any of the following: identification of an excursion as described above; statistically significant deviation from the mean value of the periodic signal at that location within the period; significant deviation from the expected value of the signal for a healthy individual; or a value above a pre-determined threshold specified by the user or programmed into processing device 40.
Optionally, processing device 40 can enable a user to request more information regarding graphical excursion 60 or any other portion of the eye diagram contained in output 50. Such requests can be made through a mouse click on a display, through a keyboard, or using a voice command.
If a user requests further information regarding graphical excursion 60 (such as by clicking on it using a mouse and a display), then optionally a traditional view will be created as shown in
In
One of ordinary skill in the art will understand that this combination of the prior art medical devise with the prior art eye diagram technique yields an invention that will enhance the ability of doctors and other medical professionals to analyze periodic signal from medical devices, such as EKG or ECG data, and to quickly identify any troublesome excursions in the data.
The embodiments described thus far have utilized periodic signals generated by medical device 10. Many of the same principles can be applied to quasi-periodical signals generated by medical device 15. A quasi-periodic signal is a signal that represents measurements that are not periodic by nature (such as blood pressure, weight, blood sugar, etc.) but which are captured on a periodic basis (such as a measurement taken daily at 8 am or every few hours in a day).
An embodiment is shown in
Medical device 15 transmits data to processing device 40, which is the same processing device 40 described with reference to other embodiments. Processing device 40 records the data, which in this example, comprises date/time and value information. For example, if medical device 15 is a scale, the data might be: 5-28-13 at 0801, 155 pounds. Over time, processing device 40 organizes the data into quasi-periodic groups. For instance, if processing device 40 receives a certain type of reading at approximately the same time each day, it will organize the data into a data structure and can optionally generate output 55 that depicts the readings of, for example, a patient's weight at 8 am on a daily basis. Even if the data is not obtained on a completely regular basis, for example at 8 am on one day, 10 am on another day etc., the dataset will still be assumed to be quasi-periodic. When the number of readings becomes too large to display on a single screen, the data can be shown as an eye-diagram as shown in
As with previous embodiments, a baseline can be generated (for example, by averaging the first F values), and processing device 40 can identify excursions from the baseline. The same methodology described previously can be used. This is depicted in
With reference to
An example of eyewear 120 was recently announced by Google as the “Google Glass” product. Eyewear 120, such as the Google Glass, comprises a display unit 130 that displays data that you could otherwise display on an LCD or other display. Display unit 130 can be used to display the eye diagrams discussed previously.
The possible uses of eyewear 120 by physicians in conjunction with the display of periodic signals discussed above are numerous. For example, a physician could: (a) view a periodic signal during a patient examination, during a remote consultation, or during a collaborative session with a fellow physician (e.g., two physicians viewing the same EKG); (b) look at the patient in the physician's office while the display unit 130 displays a periodical signal; or (c) apply physical pressure to the patient or perform other techniques or tests and get instant visual feedback regarding the effect on heartbeat, etc.
References to the present invention herein are not intended to limit the scope of any claim or claim term, but instead merely make reference to one or more features that may be covered by one or more of the claims. Materials, processes and numerical examples described above are exemplary only, and should not be deemed to limit the claims. It should be noted that, as used herein, the terms “over” and “on” both inclusively include “directly on” (no intermediate materials, elements or space disposed there between) and “indirectly on” (intermediate materials, elements or space disposed there between). Likewise, the term “adjacent” includes “directly adjacent” (no intermediate materials, elements or space disposed there between) and “indirectly adjacent” (intermediate materials, elements or space disposed there between). For example, forming an element “over a substrate” can include forming the element directly on the substrate with no intermediate materials/elements there between, as well as forming the element indirectly on the substrate with one or more intermediate materials/elements there between.
This is a continuation-in-part of U.S. application Ser. No. 13/838,563, titled “Method and Apparatus for Displaying Periodic Signals Generated by a Medical Device” and filed on Mar. 15, 2013, which is incorporated herein by reference in its entirety.
Number | Date | Country | |
---|---|---|---|
Parent | 13838563 | Mar 2013 | US |
Child | 13913313 | US |