Method and system for displaying EEG data
First Claim
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1. A method for generating an EEG recording, the method comprising:
- generating an original EEG signal from a machine comprising a plurality of electrodes, an amplifier and a processor;
partitioning the original EEG signal from a set of channels into a plurality of epochs, each of the plurality of epochs having an epoch duration length and an overlap increment;
performing artifact reduction on the plurality of epochs to generate a plurality of artifact reduced epochs; and
combining the plurality of artifact reduced epochs to generate a processed EEG recording, wherein each of the plurality of artifact reduced epochs overlaps an adjacent artifact reduced epoch to produce a continuous processed EEG recording without discontinuities in the processed EEG recording, wherein the plurality of artifact reduced epochs are combined using a weighted average wherein each of the plurality of artifact reduced epochs and the adjacent artifact reduced epoch are combined using a weighted average wherein the weight is proportional to a ratio of distances to epoch centers wherein a value from each of the plurality of artifact reduced epochs is weighted higher for an overlapping portion nearer a center of each of the plurality of artifact reduced epochs and a value from the adjacent artifact reduced epoch is weighted higher for an overlapping portion nearer a center of the artifact reduced epoch.
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Abstract
A method and system for displaying EEG data is disclosed herein. A plurality of epochs are stitched together with an overlapping section in order to present a continuous EEG recording. Artifact reduction is performed on the epochs and then the epochs are combined together with overlapping sections of preferably two to four seconds.
42 Citations
11 Claims
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1. A method for generating an EEG recording, the method comprising:
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generating an original EEG signal from a machine comprising a plurality of electrodes, an amplifier and a processor; partitioning the original EEG signal from a set of channels into a plurality of epochs, each of the plurality of epochs having an epoch duration length and an overlap increment; performing artifact reduction on the plurality of epochs to generate a plurality of artifact reduced epochs; and combining the plurality of artifact reduced epochs to generate a processed EEG recording, wherein each of the plurality of artifact reduced epochs overlaps an adjacent artifact reduced epoch to produce a continuous processed EEG recording without discontinuities in the processed EEG recording, wherein the plurality of artifact reduced epochs are combined using a weighted average wherein each of the plurality of artifact reduced epochs and the adjacent artifact reduced epoch are combined using a weighted average wherein the weight is proportional to a ratio of distances to epoch centers wherein a value from each of the plurality of artifact reduced epochs is weighted higher for an overlapping portion nearer a center of each of the plurality of artifact reduced epochs and a value from the adjacent artifact reduced epoch is weighted higher for an overlapping portion nearer a center of the artifact reduced epoch. - View Dependent Claims (2, 3, 4, 5)
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6. A system for filtering artifacts from an EEG signal, the system comprising:
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a plurality of electrodes for generating a plurality of EEG signals; at least one amplifier connected to each of the plurality of electrodes by a plurality of wires to amplify each of the plurality of EEG signals; a processor connected to the amplifier to generate an EEG recording from the plurality of EEG signals; and a display connected to the processor for displaying an original EEG recording and a processed EEG recording; wherein the processor is configured to partition the original real-time EEG signal from a set of channels into a plurality of epochs, each of the plurality of epochs having an epoch duration length and an overlap increment, perform artifact reduction on the plurality of epochs to generate a plurality of artifact reduced epochs, and combine the plurality of artifact reduced epochs to generate a processed real-time EEG recording, wherein each of the plurality of artifact reduced epochs and an adjacent artifact reduced epoch are combined using a weighted average wherein the weight is proportional to a ratio of distances to epoch centers wherein a value from each of the plurality of artifact reduced epochs is weighted higher for an overlapping portion nearer a center of each of the plurality of artifact reduced epochs and a value from the adjacent artifact reduced epoch is weighted higher for an overlapping portion nearer a center of the artifact reduced epoch, wherein each of the plurality of artifact reduced epochs overlaps the adjacent artifact reduced epoch to produce a processed EEG recording without discontinuities in the processed EEG recording. - View Dependent Claims (7, 8)
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9. A method for generating a continuous EEG recording from a plurality of artifact reduced epochs, the method comprising:
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generating an original EEG signal for a patient from a machine comprising a plurality of electrodes attached to the patient, an amplifier and a processor; partitioning the original EEG signal from a set of channels into a plurality of epochs, each of the plurality of epochs having an epoch duration length and an overlap increment; performing a first artifact reduction on the plurality of epochs to remove electrode artifacts; performing a second artifact reduction on the plurality of epochs to remove muscle artifacts; performing a third artifact reduction on the plurality of epochs to remove eye movement artifacts; combining the plurality of epochs subsequent to performing the third artifact reduction to generate a combined plurality of epochs wherein each epoch of the plurality of epochs overlaps an adjacent epoch, wherein each of the plurality of artifact reduced epochs and an adjacent artifact reduced epoch are combined using a weighted average wherein the weight is proportional to a ratio of distances to epoch centers wherein a value from each of the plurality of artifact reduced epochs is weighted higher for an overlapping portion nearer a center of each of the plurality of artifact reduced epochs and a value from the adjacent artifact reduced epoch is weighted higher for an overlapping portion nearer a center of the artifact reduced epoch; and generating a processed EEG recording without discontinuities from the combined plurality of artifact reduced epochs. - View Dependent Claims (10, 11)
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Specification