Detecting, quantifying, and/or classifying seizures using multimodal data
First Claim
Patent Images
1. A method for detecting an epileptic event based upon a patient'"'"'s cardiac signal and kinetic activity, comprising:
- providing a cardiac signal indicative of the patient'"'"'s heart beats;
providing a kinetic signal indicative of a body movement of the patient; and
detecting an epileptic event based upon the cardiac signal and the kinetic signal, wherein said detecting is based upon the temporal relationship between the cardiac signal and the kinetic signal.
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Abstract
Methods, systems, and apparatus for detecting an epileptic event, for example, a seizure in a patient using a medical device. The determination is performed by providing an autonomic signal indicative of the patient'"'"'s autonomic activity; providing a neurologic signal indicative of the patient'"'"'s neurological activity; and detecting an epileptic event based upon the autonomic signal and the neurologic signal.
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Citations
30 Claims
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1. A method for detecting an epileptic event based upon a patient'"'"'s cardiac signal and kinetic activity, comprising:
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providing a cardiac signal indicative of the patient'"'"'s heart beats; providing a kinetic signal indicative of a body movement of the patient; and detecting an epileptic event based upon the cardiac signal and the kinetic signal, wherein said detecting is based upon the temporal relationship between the cardiac signal and the kinetic signal. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A computer readable program storage device encoded with instructions that, when executed by a computer, performs a method for detecting an epileptic seizure based upon a patient'"'"'s cardiac signal and kinetic activity, comprising:
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providing a kinetic signal indicative of a body movement of the patient; calculating at least one kinetic score for said kinetic signal, said at least one kinetic score being indicative of a correlation of said kinetic signal with an epileptic seizure; providing a cardiac signal indicative of a heart beat sequence for said patient; detecting a possible epileptic seizure based upon the patient'"'"'s heart beat sequence; and providing an output indicative of an epileptic seizure if the kinetic score exceeds a first correlation reference value for an epileptic seizure. - View Dependent Claims (12)
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13. A computer readable program storage device encoded with instructions that, when executed by a computer, performs a method for detecting an epileptic event based upon a patient'"'"'s cardiac signal and kinetic activity, comprising:
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providing a kinetic signal indicative of a body movement of the patient; calculating based on the kinetic signal a kinetic score indicative of a correlation of said kinetic signal with an epileptic event; detecting an epileptic event based upon changes in the patient'"'"'s cardiac signal; confirming the detecting if said kinetic score reflects a high correlation with an epileptic event; overriding the detecting if said kinetic score reflects a low correlation with an epileptic event; and providing an output indicative of an epileptic event only if the detecting is confirmed.
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14. A method for detecting a generalized tonic-clonic epileptic seizure based upon two or more of a patient'"'"'s body signals, comprising:
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providing a cardiac signal indicative of the patient'"'"'s heart beat sequence and an accelerometer signal indicative of the patient'"'"'s movement; and detecting a generalized tonic-clonic epileptic seizure based upon the timewise correlation of at least one feature of the cardiac signal and at least one feature of the accelerometer signal, wherein; the at least one feature of the cardiac signal is a heart rate above an interictal reference value; and the at least one feature of the accelerometer signal is an indication of a clonic movement followed by an indication of a cessation of said clonic movement. - View Dependent Claims (15, 16, 17, 18, 19, 20, 21)
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22. A computer readable program storage device encoded with instructions that, when executed by a computer, performs a method for detecting a partial epileptic seizure based upon two or more of a patient'"'"'s body signals, comprising:
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providing a cardiac signal indicative of the patient'"'"'s heart beat sequence; and
an accelerometer signal indicative of the patient'"'"'s movement; anddetecting the partial epileptic seizure based upon the timewise correlation of at least a first feature of said cardiac signal and at least a first feature of said accelerometer signal, wherein; the first feature of the cardiac signal is a heart rate outside an interictal reference value range; and the first feature of the accelerometer signal is a characteristic of movement outside an interictal reference value range and is not a generalized clonic movement. - View Dependent Claims (23, 24, 25, 26, 27, 28)
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29. A medical device system for detecting an epileptic event based upon multimodal signals, comprising:
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a first sensor for detecting a first modal data and a second sensor for detecting a second modal data relating to a patient'"'"'s body, the first modal data comprising a kinetic signal and the second modal data comprising a cardiac signal of the patient'"'"'s body; and an implantable medical device (IMD) operatively coupled to the first sensor and the second sensor;
the IMD comprising;a kinetic signal module for receiving the kinetic signal; a cardiac signal module for receiving the cardiac signal; and a processing element for determining whether an epileptic event has occurred based, at least in part, upon the temporal relationship between the first and second modal data.
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30. A computer readable program storage device encoded with instructions that, when executed by a computer, performs a method for detecting an epileptic seizure based upon two or more of a patient'"'"'s body signals, comprising:
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providing a responsiveness signal indicative of the patient'"'"'s responsiveness; detecting a seizure if there is a decrease in the patient'"'"'s responsiveness below a reference value that is timewise correlated with a feature of a cardiac signal, classifying the seizure as a generalized tonic-clonic seizure if the accelerometer signal is indicative of
1) a loss of postural muscle tone outside an inter-ictal reference value,
2) in increase in postural muscle tone outside an inter-ictal range of reference value, or
3) a fall, correlated with the feature of the cardiac signalclassifying the seizure as a partial seizure if a decrease in the patient'"'"'s responsiveness is not associated with a change in the accelerometer signal indicative of a loss of postural muscle tone outside an inter-ictal reference value, an increase in postural muscle tone outside an inter-ictal reference value, or if a fall is observed; classifying the seizure as a partial simple if a decrease in responsiveness is not correlated with a decrease in awareness below an inter-ictal reference value; and classifying the seizure as a complex partial seizure if a decrease in responsiveness is associated with a decrease in awareness below an inter-ictal reference value.
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Specification