CPC A61B 5/245 (2021.01) [A61B 5/0042 (2013.01); A61B 5/4064 (2013.01); A61B 5/4088 (2013.01); G01R 33/4808 (2013.01); A61B 2562/0223 (2013.01); G01R 33/326 (2013.01); G01R 33/4806 (2013.01)] | 20 Claims |
1. A method comprising:
accessing a set of epochs of electrical data of responses of a brain of a test patient to a plurality of auditory stimulus events;
identifying different types of peaks in the set of epochs, the different types of peaks including at least a first type of peaks;
selecting a subset of epochs that are identified as having the first type of peaks;
determining a plurality of parameter values by analyzing individual epochs of the electrical data,
at least first parameter values determined based on epochs captured by an electrical sensor that is located ipsilateral to where the auditory stimulus events occurred on the test patient;
at least second parameter values determined based on epochs captured by an additional electrical sensor that is located contralateral to where the auditory stimulus events occurred on the test patient; and
at least the first parameter values or the second parameter values determined from the subset of epochs that are identified as having the first type of peaks;
inputting the parameter values into a model that is trained based on the parameters; and
providing a determination as to whether the test patient is cognitively impaired based on the plurality of parameter values.
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