Self-Learning and Non-Invasive Bladder Monitoring Systems and Methods
US-2024081708-A1 · Mar 14, 2024 · US
US9872632B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9872632-B2 |
| Application number | US-201414172254-A |
| Country | US |
| Kind code | B2 |
| Filing date | Feb 4, 2014 |
| Priority date | Feb 5, 2013 |
| Publication date | Jan 23, 2018 |
| Grant date | Jan 23, 2018 |
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An electric impedance tomography device with chest electrodes, a display and a control and analyzing unit to determine a time series of a global ventilation curve from the sequence of reconstructed matrices as a time series of the mean impedance change or of a measured respiration volume, to divide an inspiration or expiration phase into a number of steps of equal volume change, to determine the times corresponding to these steps, to determine the change in local impedance between these times for each image element, the ratio of this local change in impedance to the global ventilation curve to form a local sequence of relative impedance changes of the image element as a function of the steps of equal volume change, to determine a scalar indicator characteristic as a function of the steps of equal volume change and to display each image element based on the respective scalar indicator.
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What is claimed is: 1. An electric impedance tomography device comprising: a display device; and a control and analyzing unit receiving a sequence of matrices of impedance change values, wherein the matrices each represent a distribution of impedance changes in an electrode plane, with each impedance change value having a position in a matrix corresponding to an image element position wherein the control and analyzing unit; determines a time series of the impedance change values, as a global ventilation curve: from the sequence of matrices of impedance change values as a time series of mean impedance changes or as a time series of a measured respiration volume, and determines an inspiration or expiration phase of the global ventilation curve, divides the inspiration or expiration phase of the global ventilation curve into a number of steps of equal volume change, determines times corresponding to these steps of equal volume change in the determined inspiration or expiration phase, determines a change in the impedance change values between the times corresponding to the steps of equal volume change for each image element position, determines for each of the times, corresponding to the steps of equal volume change, a ratio of said change in the impedance change values of each the image element position to said global ventilation curve to form a local sequence of relative impedance changes of the image element position as a function of the number of steps of equal volume change, indicative of an intratidal distribution value (ITV) of the image element position, determines, for each said local sequence of relative impedance changes of the image element position as a function of the number of steps of equal volume change, a scalar indicator, which is indicative, for the number of steps of equal volume change, of the ITV displays image elements on the display device such that each of the image elements has a visual gray scale value or a color coding value on the display device that depends on one particular scalar indicator of the local sequence of relative impedance changes of the image element position. 2. An electric impedance tomography device in accordance with claim 1 , wherein the control and analyzing unit is configured to determine as the scalar indicator of a local sequence of the relative impedance changes as a function of the steps of equal volume change of an image element position; a mean slope of a local sequence of the relative impedance changes as a function of the steps of equal volume change of an image element over the inspiration or expiration phase, multiplied by a constant; a standard deviation thereof; a maxima of the values of local slopes within the inspiration or expiration phase; or a maximum change in slope within the inspiration or expiration phase. 3. An electric impedance tomography device in accordance with claim 1 , wherein the control and analyzing unit is configured to fit a straight line to the local sequence of the relative impedance changes as a function of the step number of the equal volume changes during an inspiration or expiration phase for each image element position and determine a zero position thereof, to assign to this zero position a time within the inspiration or expiration phase and to assign based on this a ventilation variable to this time and to display the image element as a function of the ventilation variable thus determined in gray scale value or color coding on the display device. 4. An electric impedance tomography device in accordance with claim 3 , wherein the control and analyzing unit is configured to use, as the ventilation variable, the global time series of the impedance change, volume, flow or respiration pressure from a respirator or alveolar pressure calculated from these variables by means of a model. 5. An electric impedance tomography device in accordance with claim 1 , wherein the control and analyzing unit is configured to perform the determination of the time series and of the scalar indicator of a local time series for each image element position in real time. 6. An electric impedance tomography device in accordance with claim 1 , wherein the control and analyzing unit is configured to store the measured signals and to perform the determination of the time series and of the scalar indicator of a local time series for each image element position with a time delay. 7. An electric impedance tomography device in accordance with claim 1 , wherein the control and analyzing unit is configured to convert the scalar indicators for a local time series into a color code and to display the image element in a color-coded form on the display device. 8. An electric impedance tomography device in accordance with claim 2 , wherein the control and analyzing unit is configured to combine the scalar indicators for the local sequence of relative impedance changes in the image element positions into a global parameter and to display the global parameter alphanumerically and/or graphically on the display device, wherein the sum of all positive or negative slopes or the halved sum of the values of the slopes is used as the global parameter if the mean slope, multiplied by a constant, is used as the scalar indicator; the standard deviation added up over all image elements or the averaged standard deviation is used as the global parameter if the standard deviation is used as the scalar indicator; the sum of all maxima of the local slopes, multiplied by a constant, is used if the maxima of the local slopes are used as the scalar indicator; and the sum of all maximum slope changes, multiplied by a constant, is used as the global parameter if the maximum slope change, multiplied by a constant, is used as the scalar indicator. 9. A method for recording a sequence of EIT images of a cross-sectional plane of the chest of a patient by a plurality of electrodes distributed over the circumference of the chest, the method comprising the steps of: providing a control and analyzing unit connected to a display device, with the control and analyzing unit: receiving a sequence of matrices of impedance change values with each matrix of the matrices representing a distribution of impedance changes in an electrode plane, with each impedance change value having a position in the matrix corresponding to an image element position; determining a time series of the impedance change values, as a global ventilation curve, from the sequence of matrices of impedance change values, as a time series of mean impedance changes or as a time series of a measured respiration volume; determining an inspiration or expiration phase of the global ventilation curve; dividing the inspiration or expiration phase of the global ventilation curve into a number of steps of equal global volume change, determining times corresponding to the steps of equal volume change in the inspiration or expiration phase; determining a change in the impedance change values between the times corresponding to the steps of equal volume change, for each image element position; forming, at the determined times of equal volume change, a ratio of the change in the impedance change values of each image element position to the global ventilation curve to form a sequence of local relative impedance changes of the image element position as a function of the steps of equal volume change, indicative of an intratidal distribution value (ITV) of the image element position; determining, for each sequence of local relative impedance changes as a function of the steps of equal volume change, a scalar indicator, which is indicative of the ITV for the number of steps of equal volume change for each image element position; and displaying image elements, on the displa
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