System and method for prediction of cognitive decline
First Claim
1. A method for prediction of cognitive decline of a patient during a future time period, comprising:
- receiving input data corresponding to electrical brain activity of an individual;
analyzing, using a processor, the input data to extract selected features therefrom;
comparing, using the processor, the selected features to at least a portion of entries in a database, the database including data corresponding to brain activity of a plurality of individuals, wherein entries in the database are separated into a plurality of categories corresponding to a degree of cognitive decline of the individuals when the data corresponding to brain activity was collected and a degree of cognitive decline of the individuals during a period of time subsequent to the collection of data corresponding to brain activity; and
determining, using the processor, a category of the plurality of categories most closely corresponding to the input data.
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Abstract
A system and method for prediction of cognitive decline, comprises an input receiving input data corresponding to brain activity of an individual and a processor coupled to the input for analyzing the input data to obtain a selected set of features, the processor comparing the selected set of features to at least a portion of entries in a database corresponding to brain activity of a plurality of individuals, wherein entries in the database have been separated into a plurality of categories corresponding to one of a degree of cognitive decline and a propensity for future cognitive decline of individuals relating to the entries, the processor determining, based on the comparison, a category most closely corresponding to the selected set of features.
50 Citations
30 Claims
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1. A method for prediction of cognitive decline of a patient during a future time period, comprising:
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receiving input data corresponding to electrical brain activity of an individual; analyzing, using a processor, the input data to extract selected features therefrom; comparing, using the processor, the selected features to at least a portion of entries in a database, the database including data corresponding to brain activity of a plurality of individuals, wherein entries in the database are separated into a plurality of categories corresponding to a degree of cognitive decline of the individuals when the data corresponding to brain activity was collected and a degree of cognitive decline of the individuals during a period of time subsequent to the collection of data corresponding to brain activity; and determining, using the processor, a category of the plurality of categories most closely corresponding to the input data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30)
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Specification