Abstract: A system for reporting cardiologic data includes a patient-portable monitoring device and circuitry. The monitoring device is configured to detect electrocardiogram (ECG) data and patient-initiated event data. The circuitry is configured to receive the ECG data and the patient-initiated event data; detect atrial fibrillation (AF) events in the ECG data; calculate the duration of each AF event by subtracting the respective start time from the respective stop time of each AF event; compare the duration of each AF event to a first duration threshold; store each AF event having a duration exceeding the first duration threshold; calculate a monitoring time period duration by subtracting the monitoring start time from the monitoring stop time; calculate, based on the stored AF events, AF burden; and output a graphical presentation of the patient-initiated event data, AF burden, and stored AF events. The first duration threshold is less than 30 seconds.

Abstract: A system for predicting atrial fibrillation or stroke includes processing circuitry configured to receive ECG data from an ECG monitoring device, detect a first candidate P-wave represented in the ECG data, calculate a quality score of the first candidate P-wave by calculating a quality score of ECG data between the onset and the offset of the first candidate P-wave, detect a second candidate P-wave represented in the ECG data, calculate a quality score of the second candidate P-wave, compare the quality score of the first candidate P-wave with the quality score of the second candidate P-wave, store the candidate P-wave having the higher quality score, and calculate a characteristic of the stored P-wave, wherein the characteristic is at least one of a rate of rise of the stored P-wave, an area under the curve of the stored P-wave, and a duration of the stored P-wave.

Abstract: Systems and techniques are disclosed for determining the onset and offset of a ventricular fibrillation event and for distinguishing ventricular fibrillation from noise. In some examples, an electrocardiogram (ECG) signal is obtained; a transform is applied to the ECG signal to obtain an analytical pair, the analytical pair including the ECG signal and the transformed ECG signal; a speed-amplitude is determined from the analytical pair; and an onset of a ventricular fibrillation event is identified based at least one of a value of a cost function of the speed-amplitude over a window and a quantity of occurrences the speed-amplitude crosses a threshold over the window.

Abstract: Systems and techniques are disclosed for determining the onset and offset of a ventricular fibrillation event and for distinguishing ventricular fibrillation from noise. In some examples, an electrocardiogram (ECG) signal is obtained; a transform is applied to the ECG signal to obtain an analytical pair, the analytical pair including the ECG signal and the transformed ECG signal; a speed-amplitude is determined from the analytical pair; and an onset of a ventricular fibrillation event is identified based at least one of a value of a cost function of the speed-amplitude over a window and a quantity of occurrences the speed-amplitude crosses a threshold over the window.

Abstract: Systems and techniques are disclosed for determining the onset and offset of a ventricular fibrillation event and for distinguishing ventricular fibrillation from noise. In some examples, an electrocardiogram (ECG) signal is obtained; a transform is applied to the ECG signal to obtain an analytical pair, the analytical pair including the ECG signal and the transformed ECG signal; a speed-amplitude is determined from the analytical pair; and an onset of a ventricular fibrillation event is identified based at least one of a value of a cost function of the speed-amplitude over a window and a quantity of occurrences the speed-amplitude crosses a threshold over the window.

Abstract: An improved method and apparatus for non-invasively assessing one or more physiologic parameters, such as for example those associated with the circulatory system of a living organism. In one exemplary embodiment, the invention evaluates cardiac events (e.g., beats) present within an ECG waveform to determine which beats should be retained and which rejected. This evaluation is conducted based on a hierarchical method, wherein the ECG noise and morphology, as well as various aspects of the Delta Z (change in thoracic impedance), are utilized to evaluate beats for retention/rejection. In one variant, fuzzy models are used in conducting the foregoing evaluations. Parameter median filtering is also optionally applied. The foregoing techniques increase the accuracy, stability and robustness of any systems (e.g., impedance cardiographic or otherwise) which make use of the events. Improved impedance cardiographic apparatus and methods of treatment are also disclosed.

Abstract: An improved method and apparatus for non-invasively assessing one or more physiologic parameters, such as for example those associated with the circulatory system of a living organism. In one exemplary embodiment, the invention evaluates cardiac events (e.g., beats) present within an ECG waveform to determine which beats should be retained and which rejected. This evaluation is conducted based on a hierarchical method, wherein the ECG noise and morphology, as well as various aspects of the Delta Z (change in thoracic impedance), are utilized to evaluate beats for retention/rejection. In one variant, fuzzy models are used in conducting the foregoing evaluations. Parameter median filtering is also optionally applied. The foregoing techniques increase the accuracy, stability and robustness of any systems (e.g., impedance cardiographic or otherwise) which make use of the events. Improved impedance cardiographic apparatus and methods of treatment are also disclosed.