Detecting, quantifying, and/or classifying seizures using multimodal data
First Claim
1. A method, comprising:
- receiving at least one of a kinetic signal indicative of the patient'"'"'s kinetic activity and a cardiac signal indicative of the patient'"'"'s cardiac activity;
determining at least one of at least one kinetic feature from the kinetic signal and at least one cardiac feature from the cardiac signal;
detecting an epileptic seizure based on the at least one of the at least one kinetic feature and the at least one cardiac feature;
receiving a signal indicative of the patient'"'"'s dermal activity;
determining a dermal activity feature from the signal indicative of the patient'"'"'s dermal activity; and
classifying the epileptic seizure, based at least in part on the dermal activity feature.
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Accused Products
Abstract
A method, comprising receiving at least one of a signal relating to a first cardiac activity and a signal relating to a first body movement from a patient; triggering at least one of a test of the patient'"'"'s responsiveness, awareness, a second cardiac activity, a second body movement, a spectral analysis test of the second cardiac activity, and a spectral analysis test of the second body movement, based on at least one of the signal relating to the first cardiac activity and the signal relating to the first body movement; determining an occurrence of an epileptic event based at least in part on said one or more triggered tests; and performing a further action in response to said determination of said occurrence of said epileptic event. Further methods allow classification of epileptic events. Apparatus and systems capable of implementing the method.
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Citations
13 Claims
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1. A method, comprising:
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receiving at least one of a kinetic signal indicative of the patient'"'"'s kinetic activity and a cardiac signal indicative of the patient'"'"'s cardiac activity; determining at least one of at least one kinetic feature from the kinetic signal and at least one cardiac feature from the cardiac signal; detecting an epileptic seizure based on the at least one of the at least one kinetic feature and the at least one cardiac feature; receiving a signal indicative of the patient'"'"'s dermal activity; determining a dermal activity feature from the signal indicative of the patient'"'"'s dermal activity; and classifying the epileptic seizure, based at least in part on the dermal activity feature. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A system, comprising:
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at least one first sensor configured to receive a signal relating to a dermal activity from a patient, at least one second sensor configured to receive at least one of a signal relating to a cardiac activity from the patient or a signal relating to a body movement from the patient, a feature determination unit configured to determine a dermal activity feature from the signal relating to the dermal activity, and at least one of a cardiac activity feature from the signal relating to the cardiac activity and a kinetic activity feature from the signal relating to the kinetic activity, a detection unit configured to receive said dermal activity feature, and said cardiac activity feature and/or kinetic activity feature, from said feature determination unit, determine an occurrence of an epileptic event based upon the received activity features, and classify said epileptic event based at least in part on said dermal activity feature; and an action unit configured to receive an indication of said occurrence of said epileptic event from said detection unit and perform at least one of; logging the occurrence of the epileptic seizure;
logging the time of occurrence of the epileptic the seizure;
logging the date of occurrence of the epileptic seizure;
providing at least one of a warning, AIArm or alert to the patient, a caregiver or a health care provider;
providing a therapy to prevent, abort, reduce the severity, or reduce the duration of the epileptic seizure;
assessing at least one of the awareness or responsiveness of the patient during the epileptic seizure;
assessing the severity of the epileptic seizure;
determining the end of the epileptic seizure;
determining the beginning of a post-ictal period;
determining the end of a post-ictal period; and
assessing the patient'"'"'s post-ictal impairment or recovery from the epileptic seizure. - View Dependent Claims (10, 11, 12, 13)
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Specification