Patent Application
20050234362
The present invention relates to displaying cardiological data, and more specifically to methods and apparatus for displaying alternans data of an electrocardiogram (“ECG”) signal.
Alternans are subtle beat-to-beat changes in the repeating pattern of an ECG signal. Several studies have demonstrated a high correlation between an individual's susceptibility to ventricular arrhythmias and sudden cardiac death and the presence of a T-wave alternans (“TWA”) pattern of variation in the individual's ECG signal.
While an ECG signal typically has an amplitude measured in millivolts, an alternans pattern of variation with an amplitude on the order of a microvolt may be clinically significant. Accordingly, an alternans pattern of variation is typically difficult and time consuming to detect by visual inspection of the ECG signal. Instead, electronic detection and quantification of the alternans pattern of variation is necessary. Such electronic detection and quantification of the alternans pattern of variation is complicated by the presence of noise in the ECG signal. Noise may result in beat-to-beat variations that have a larger magnitude than the alternans pattern of variation.
Current techniques used to quantify patterns of variation in alternans data compensate for at least some of the noise in the ECG signal. However, artifacts resulting from a patient's movement (e.g., pedaling, footfalls, and the like) and/or respiration during exercise or Holter testing may nevertheless interfere with a clinician's assessment of the patterns of variation in the alternans data. These artifacts often overlay the patterns of variation in the alternans data.
In light of the above, a need exists for an improved method of displaying alternans data so that a clinician can observe patterns of variation and/or trends in the alternans data and assess the quality of the alternans data.
Accordingly, one embodiment of the invention provides a method of displaying alternans data of an electrocardiogram signal, the electrocardiogram signal having odd beats and even beats. The method can include calculating an odd median complex for the odd beats, the odd median complex having odd data points; calculating an even median complex for the even beats, the even median complex having even data points; comparing the odd data points with the even data points to generate difference data points; assigning each one of the difference data points a color corresponding to an amplitude; displaying the difference data points as a difference curve; and displaying two or more difference curves in a temporal alignment. In some embodiments, the difference data points can be assigned a shade of gray or a true color. The difference curves can be displayed as a three-dimensional representation in some embodiments, and as a two-dimensional representation in other embodiments.
Before any embodiments of the invention are explained in detail, it is to be understood that the invention is not limited in its application to the details of construction and the arrangement of components set forth in the following description or illustrated in the following drawings. The invention is capable of other embodiments and of being practiced or of being carried out in various ways. Also, it is to be understood that the phraseology and terminology used herein is for the purpose of description and should not be regarded as limited. The use of “including,” “comprising” or “having” and variations thereof herein is meant to encompass the items listed thereafter and equivalents thereof as well as additional items. The terms “mounted,” “connected” and “coupled” are used broadly and encompass both direct and indirect mounting, connecting and coupling. Further, “connected” and “coupled” are not restricted to physical or mechanical connections or couplings, and can include electrical connections or couplings, whether direct or indirect.
In addition, it should be understood that embodiments of the invention include both hardware and electronic components or modules that, for purposes of discussion, may be illustrated and described as if the majority of the components were implemented solely in hardware. However, one of ordinary skill in the art, and based on a reading of this detailed description, would recognize that, in at least one embodiment, the electronic based aspects of the invention may be implemented in software. As such, it should be noted that a plurality of hardware and software based devices, as well as a plurality of different structural components may be utilized to implement the invention. Furthermore, and as described in subsequent paragraphs, the specific mechanical configurations illustrated in the drawings are intended to exemplify embodiments of the invention and that other alternative mechanical configurations are possible.
The ECG signals acquired with the electrodes 18 can be converted from analog form to digital form by an analog to digital converter 54 and can then be provided to a processor 58 that can generate alternans data from the ECG data. The alternans data can be displayed on a monitor 62. The monitor 62 can be a conventional computer-style display monitor having a cathode ray tube (“CRT”). The CRT can include a plurality of pixels. As is known in the art, each pixel can be energized electronically so that the pixel emits light visible to a user of the monitoring system 10. In one embodiment, the monitor 62 can include a black and white display capable of showing black, white and a plurality of gray shades (e.g., 64 gray shades or more) between black and white. In another embodiment, the monitor 62 can include a color display (e.g., a red-blue-green color display) capable of displaying a plurality of colors (e.g., 256 colors or more). The term “color” as used herein and in the appended claims refers to either true colors or shades of gray in combination with white and black, unless the context indicates otherwise. In other embodiments, the data can be displayed on other types of displays including liquid-crystal displays, plasma screens, holographic displays, and the like (each of which may be capable of displaying hundreds or thousands of colors).
Although any alternans data of an ECG signal can be displayed using the invention, the embodiments of the invention discussed below are in the context of displaying TWA data of an ECG signal. In some embodiments, the TWA data can be obtained using the systems and methods as described in U.S. Pat. No. 6,169,919 entitled “System and Method for Quantifying Alternation in an Electrocardiogram Signal.” However, ECG data representing a digitized ECG signal and the corresponding TWA data can be obtained in any suitable manner. In some embodiments, the ECG data can be used to continuously calculate odd and even median beat complexes. A median complex can be an incremental time-average representation of a series of beats. With each new odd beat, an odd median complex for the odd beats in the ECG data can be updated. Similarly, with each new even beat, an even median complex for the even beats in the ECG data can be updated. Values of the current odd and even median complexes can be stored cyclically (e.g., every fifteen seconds) as an odd and even median complex pair. The odd and even median complex pairs can be compared to obtain an estimate of the amplitude of beat-to-beat alternation in the ECG signal. The ECG data can be filtered prior to calculation of the even and odd median complexes. In one embodiment, filtering of the ECG data can involve low-pass filtering the ECG data to remove high frequency noise, applying a baseline wander removal filter to the ECG data to remove low frequency artifacts, removing arrhythmic beats from the ECG data, and eliminating noisy beats from the ECG data. The filtered data is generally more suitable for calculation of an accurate estimate of alternation.
Although the filtering produces fairly high quality alternans data, elimination of all artifact has not been realized by conventional systems. As a result, it is difficult for a clinician to assess whether the variability in the alternans data is due to alternation of the ECG signal, noise in the ECG signal, or a combination thereof. Accordingly, in some embodiments of the invention, the display of alternans data in a temporal alignment allows for the assessment of trends in the alternans data. The assessment of trends of alternans data according to some embodiments of the invention can include distinguishing between alternans distribution and artifact distribution. As discussed further below, the alternans distribution can be displayed in a smooth and clear fashion while the artifact distribution can be displayed in a fuzzy fashion. If the assessment determines that artifacts are present in the alternans data, in some embodiments, the algorithm utilized to generate the alternans data can be manually corrected to filter out at least some of the artifact. In other embodiments, values generated using the algorithm can be manually overwritten using a text editor.
The processor 58 can calculate a difference curve for each stored odd and even median complex by sampling a number of corresponding data points of each median complex and determining the difference. In the embodiments illustrated in
The data points representing the absolute difference curves can be stored in a memory array (e.g., a waveform array). In one embodiment, consecutive absolute difference curves can be displayed in a temporal alignment as a three-dimensional representation. In another embodiment, consecutive absolute difference curves can be displayed in a temporal alignment as a two-dimensional representation. For example, a first set of alternans data is shown displayed in
As shown in
As shown in
As shown in
In one embodiment, a catalog of representative displays of alternans data including alternans distributions and/or artifact distributions can be provided with the patient monitoring system 10. The catalog can be used to train clinicians to assess the quality of the alternans data displayed and further to determine when correction of the alternans quantification algorithm is required.
In some embodiments, for the display of alternans data as a three-dimensional representation, the absolute difference curves stored in the waveform array can be processed by a software routine stored in the processor 58 and can be displayed on the display monitor 62 in a quasi-three-dimensional color display. The display can include X, Y, and Z axes where the X-axis coordinate can represent the sample number of a given absolute difference curve, the Y-axis coordinate can represent the time or the chronology of the absolute difference curves (i.e., when the respective odd and even median complex pair used to determine the absolute difference curve was obtained relative to the starting point), and the Z-axis coordinate can represent the amplitude of the data points of the absolute difference curves. However, any one of the X, Y, and Z axes can represent any one of the sample number, the time, and the amplitude of the data points. A change in the axes representation merely alters the orientation of the display.
In one embodiment for a three-dimensional representation, the processor 58 can set the current waveform count to the first waveform in the waveform array that is to be displayed. The processor 58 can initialize a Y-coordinate value to Y=0 on the display, can set a sample pointer to the first data sample in the current absolute difference curve, and can initialize an X-coordinate value to X=0 on the display. The processor 58 can retrieve the current data point from the current absolute difference curve and can read the amplitude of the data point. The processor 58 can generate a first variable corresponding to the current data point (e.g., X=0, Y=0, and Z=amplitude value of first data point), can increment the X-coordinate value to read the next data point, can read the amplitude of that next data point, and can generate a second variable corresponding to the incremented data point (e.g., X=1, Y=0, and Z=amplitude value of incremented data point). This process can continue until each data point has been analyzed.
The processor 58 can increment the current waveform count to the second waveform in the waveform array. The data points of the incremented waveform can be similarly analyzed. In some embodiments, the processor 58 can draw a quadrilateral around the corresponding first and second variables of the first and second waveforms. The quadrilateral can be dissected by establishing a line between the first variable of the current waveform and the corresponding second variable of the previous waveform, resulting in two triangles. The processor 58 can determine a color for each triangle and the triangles can be colored based on the amplitude value of a respective point of the triangle. This process can continue until each waveform has been displayed.
As shown in
For the display of alternans data as a two-dimensional representation, the absolute difference curves stored in the waveform array can be processed by a software routine stored in the processor 58 and can be displayed on the monitor 62 in a two-dimensional color display. The display can include X and Y axes, where the X-axis coordinate represents the sample number of a given absolute difference curve, and the Y-axis coordinate represents the time or the chronology. The amplitude of the data point can be represented by the color of the pixel representing each data point. Accordingly, the alternans data can be displayed as a type of color density diagram.
In one embodiment for a two-dimensional representation, the software program can scale the Z-coordinate values of the three-dimensional representation to zero to obtain a two-dimensional representation. In another embodiment for a two-dimensional representation, the software program can generate only X and Y coordinate values. For such an embodiment, the processor 58 can set the current waveform count to the first waveform in the waveform array that is to be displayed. The processor 58 can initialize a Y-coordinate value to Y=0 on the display, can set a sample pointer to the first data sample in the current waveform, and can initialize an X-coordinate value to X=0 on the display. The processor 58 can retrieve the current data point from the current absolute difference curve, can determine a pixel color for the data point based on the amplitude of the waveform data point, and can plot that data point at the respective X and Y coordinate using the selected color. The processor 58 can increment the X-coordinate value and can repeat the process for each data point in the current waveform until all data points in that waveform have been plotted. Once all data points in that waveform are plotted, the processor 58 can increment the Y-coordinate in order to retrieve the next waveform in the waveform array. This process can be repeated until all of the waveforms in the waveform array are plotted. The results can be displayed as shown in
In some embodiments, the color scheme of the monitoring system 10 can be at least partially configurable. That is, the clinician can select a color to represent a given amplitude. Alternatively, the monitoring system 10 can be programmed to provide the clinician with a set of manufacturer-defined color schemes. The display can include graphical and/or numerical information to indicate the corresponding value for each color used. Alternatively, the absolute difference curves can be displayed in other embodiments of the invention.
Various features and advantages of the invention are set forth in the following claims.
