Wearable medical (WM) system monitoring ECG signal of ambulatory patient for heart condition
In embodiments, a wearable medical (WM) system includes ECG electrodes, and a support structure that can be worn by an ambulatory patient so as to maintain the ECG electrodes on the patient's body. When thus maintained, the ECG electrodes can be configured to sense an ECG signal of the ambulatory patient. The WM system further includes a memory that stores a reference template, and an output device. The reference template can be made from one or more early portions of the ECG signal of the patient. Then later portions of the ECG signal are sensed and compared against the reference template, to determine if there is a specific problem. If it is so determined, the output device can output an alert.
1. A wearable medical (WM) system for an ambulatory patient, comprising:
electrocardiogram (ECG) electrodes;
a support structure configured to be worn by the ambulatory patient to maintain the ECG electrodes on a body of the ambulatory patient, the ECG electrodes configured to sense an ECG signal of the ambulatory patient;
an output device;
a memory configured to store a reference template, the reference template made from one or more early portions of the ECG signal of the ambulatory patient that are sensed during a first time duration; and
a processor configured to:
input a test portion of the ECG signal of the ambulatory patient that is sensed during a second time duration, the second time duration starting at least 10 min after the first time duration ends,
compare a value of a test aspect of the inputted test portion with a value of a reference aspect of the reference template stored in the memory to determine a difference, and
cause the output device to output an alert responsive to the difference exceeding an alert threshold;
wherein a default template is stored in the memory, and
the difference is determined by comparing the value of the test aspect of the inputted test portion with a value of a reference aspect of the default template instead of with the value of a reference aspect of the reference template before the reference template is made or completed.
2. The WM system of claim 1 , further comprising:
a defibrillation electrode, the support structure further configured to maintain the defibrillation electrode on the body of the ambulatory patient; and
an energy storage module configured to store an electrical charge and to discharge the stored electrical charge via the defibrillation electrode through the ambulatory patient so as to deliver a shock to the ambulatory patient.
3. The WM system of claim 1 , in which
the default template was constructed from prior data of prior patients.
4. The WM system of claim 1 , in which
the default template was constructed from prior data of prior patients who match the ambulatory patient in at least one demographic parameter of a set that includes gender, age, height and weight.
5. The WM system of claim 1 , in which
the processor is further configured to
select an amplitude waveform of a certain one of the one or more early portions of the ECG signal, and
store the selected amplitude waveform in the memory as the reference template.
6. The WM system of claim 1 , in which
the processor is further configured to
generate a composite amplitude waveform from early amplitude waveforms of respective ones of the early portions of the ECG signal, and
store the composite amplitude waveform in the memory as the reference template.
7. The WM system of claim 6 , in which
the processor is further configured to identify similarity statistics of early amplitude waveforms of respective ones of the early portions of the ECG signal, and
in which the composite amplitude waveform is generated from those of the early amplitude waveforms whose similarity statistics exceed a threshold.
8. The WM system of claim 6 , in which
the processor is further configured to align the early amplitude waveforms, before generating the composite amplitude waveform from them.
9. The WM system of claim 8 , in which
the processor is further configured to filter the early amplitude waveforms prior to aligning them.
10. The WM system of claim 6 , in which
the processor is further configured to
determine whether a normal condition was met when a certain one of the early portions of the ECG signal was sensed, and
use the early amplitude waveform of the certain early portion to generate the composite amplitude waveform responsive to determining that the certain early portion was sensed when a normal condition was met.
11. The WM system of claim 10 , in which
the normal condition includes that a heart rate of the patient is less than a heart rate threshold.
12. The WM system of claim 10 , further comprising:
a monitoring device configured to monitor at least one physiological parameter of the ambulatory patient that is not the ECG signal of the ambulatory patient; and
the normal condition is met responsive to a value of the monitored parameter being less than a normal threshold.
13. The WM system of claim 12 , in which
the monitoring device includes a motion detector.
14. The WM system of claim 12 , in which
the physiological parameter is one chosen from the ambulatory patient's heart rate, blood perfusion, blood flow, blood pressure, blood oxygen level, pulsatile change in light transmission or reflection properties of perfused tissue, heart sounds, breathing sounds, pulse and motion.
15. The WM system of claim 1 , in which
a certain one of the ECG electrodes is coupled to the support structure, the coupling such that, while the support structure is worn by the ambulatory patient, the certain ECG electrode is at one of an unbiased state in which the certain ECG electrode is moveable with respect to the patient's body responsive to the patient's moving such that the certain ECG electrode occasionally loses contact with the patient's body, and a biased state in which the certain ECG electrode is mechanically biased towards the patient's body against the support structure to be less moveable with respect to the patient's body than when in the unbiased state, and
further comprising:
a biasing mechanism configured to cause the certain ECG electrode to transition from the unbiased state to the biased state, and
in which the certain ECG electrode is configured to sense the ECG signal when the certain ECG electrode has transitioned to the biased state.
16. The WM system of claim 15 , in which
the biasing mechanism is configured to cause the certain ECG electrode to transition from the unbiased state to the biased state responsive to determining that a monitoring condition is met.
17. The WM system of claim 1 , in which
the processor is further configured to determine whether a monitoring condition is met, and
the test portion is input responsive to determining that the monitoring condition is met.
18. The WM system of claim 17 , in which
the processor further includes a clock configured to keep a time, and
the monitoring condition is met responsive to the time reaching a checking moment.
19. The WM system of claim 17 , in which
the monitoring condition includes that a heart rate of the patient is above a heart rate threshold.
20. The WM system of claim 17 , further comprising:
a monitoring device configured to monitor at least one physiological parameter of the ambulatory patient that is not the ECG signal of the ambulatory patient; and
the monitoring condition is met responsive to a value of the monitored parameter reaching a monitoring threshold.
21. The WM system of claim 20 , in which
the monitoring device includes a motion detector.
22. The WM system of claim 20 , in which
the physiological parameter is one chosen from the ambulatory patient's heart rate, blood perfusion, blood flow, blood pressure, blood oxygen level, pulsatile change in light transmission or reflection properties of perfused tissue, heart sounds, breathing sounds, pulse and motion.
23. The WM system of claim 20 , further comprising:
a user interface (UI) having an input device that is configured to be actuated by the ambulatory patient, and
in which the monitoring condition is met responsive to the ambulatory patient actuating the input device.
24. The WM system of claim 1 , in which
the test aspect includes an aggregated waveform of the test portion of the ECG signal.
25. The WM system of claim 1 , in which
the test aspect includes a QRS interval of a QRS complex of the inputted test portion of the ECG signal.
26. The WM system of claim 1 , in which
the test aspect includes an ST segment after a QRS complex of the inputted test portion of the ECG signal.
27. The WM system of claim 1 , in which
the test aspect includes an ST interval of a QRS complex of the inputted test portion of the ECG signal.
28. The WM system of claim 1 , in which
the test aspect includes a T-wave after a QRS complex of the inputted test portion of the ECG signal.
29. The WM system of claim 1 , in which
the difference is determined as a computed waveform similarity coefficient, and
the alert is output responsive to the computed waveform similarity coefficient being below a similarity threshold.
30. The WM system of claim 29 , in which
the waveform similarity coefficient is computed according to equation 1377 in FIG. 13 of this document.
31. The WM system of claim 1 , in which
the processor is further configured to store in the memory an event responsive to the difference exceeding the alert threshold.
32. The WM system of claim 1 , in which
the WM system includes a user interface (UI),
the output device belongs to the UI, and
the alert is output by the output device emitting a human-perceptible indication.
33. The WM system of claim 1 , in which
the WM system includes a communication module that is the output device, and
the alert is output by the communication module transmitting a notification to another device.
34. The WM system of claim 1 , in which
the memory further stores a table that lists a plurality of possible ailments of the ambulatory patient,
the processor is further configured to look up, from the stored table, a certain one of the possible ailments responsive to a morphology of the test portion of the ECG signal, and
the alert includes an indication for the certain ailment.
35. A non-transitory computer-readable storage medium storing one or more programs which, when executed by at least one processor of a wearable medical (WM) system, the WM system further including electrocardiogram (ECG) electrodes, a support structure configured to be worn by an ambulatory patient to maintain the ECG electrodes on a body of the ambulatory patient, the ECG electrodes configured to sense an ECG signal of the ambulatory patient, an output device, and a memory configured to store a reference template, the reference template made from one or more early portions of the ECG signal of the ambulatory patient that are sensed during a first time duration, these one or more programs result in operations comprising:
storing a reference template in the memory, the reference template made from one or more early portions of the ECG signal of the ambulatory patient that are sensed during a first time duration;
inputting a test portion of the ECG signal of the ambulatory patient that is sensed during a second time duration, the second time duration starting at least 10 min after the first time duration ends;
comparing a value of a test aspect of the inputted test portion with a value of a reference aspect of the reference template stored in the memory to determine a difference; and
causing the output device to output an alert responsive to the difference exceeding an alert threshold;
wherein a default template is stored in the memory, and
the difference is determined by comparing the value of the test aspect of the inputted test portion with a value of a reference aspect of the default template instead of with the value of a reference aspect of the reference template before the reference template is made or completed.
36. A method for a wearable medical (WM) system, the WM system including a processor, a memory, an output device, electrocardiogram (ECG) electrodes, a support structure configured to be worn by an ambulatory patient to maintain the ECG electrodes on a body of the ambulatory patient, the ECG electrodes configured to sense an ECG signal of the ambulatory patient, the method comprising:
storing a reference template in the memory, the reference template made from one or more early portions of the ECG signal of the ambulatory patient that are sensed during a first time duration;
inputting a test portion of the ECG signal of the ambulatory patient that is sensed during a second time duration, the second time duration starting at least 10 min after the first time duration ends;
comparing a value of a test aspect of the inputted test portion with a value of a reference aspect of the reference template stored in the memory to determine a difference; and
outputting, by the output device, an alert responsive to the difference exceeding an alert threshold;
wherein a default template is stored in the memory, and
the difference is determined by comparing the value of the test aspect of the inputted test portion with a value of a reference aspect of the default template instead of with the value of a reference aspect of the reference template before the reference template is made or completed.
37. The method of claim 36 , wherein
the test aspect includes an ST segment after a QRS complex of the inputted test portion of the ECG signal; and
the reference aspect includes an ST segment after a QRS complex of the stored reference template.
38. The method of claim 36 , wherein
the test aspect includes an ST interval after a QRS complex of the inputted test portion of the ECG signal; and
the reference aspect includes an ST interval after a QRS complex of the stored reference template.