METHOD AND SOFTWARE TO DETERMINE PROBABILITY OF SLEEP/WAKE STATES AND QUALITY OF SLEEP AND WAKEFULNESS FROM AN ELECTROENCEPHALOGRAM

Patent №

US 9,763,589

Granted

2017-09-19

Filed 2015

Owner

YRT LIMITED

Lab

AI components

3

ml · vision · speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14426533

Method and software are provided to format a probability index that reflects where an electroencephalogram (EEG) pattern lies within the spectrum of wakefulness to deep sleep, which employs a computer/microprocessor that performs frequency domain analysis of one or more discrete sections (Bins) of the EEG to determine the EEG power at specified frequencies, optionally calculates the total power over specified frequency ranges, assigns a rank to the power at each frequency, or frequency range, assigns a code to the Bin that reflects the ranking of the different frequencies or frequency ranges, and determines an index that reflects where said EEG pattern within said Bin(s) lies within the spectrum of wakefulness to deep sleep by use of a reference source, such as a look-up table or other suitable decoding instrument. The reference source is obtained by calculating the probability of Bins with different codes occurring in epochs scored as awake or asleep in reference files scored by one or more expert technologists or by an automatic scoring software.

Machine learningVisionSpeechA61B 5/369A61B 5/4806A61B 5/0205A61B 5/11A61B 5/374A61B 5/4809A61B 5/4812A61B 5/4815+7 more

AI classification

Speech0.99
Machine learning0.96
Vision0.78
Natural language0.50
Knowledge representation0.05
AI hardware0.01
Planning0.00
Evolutionary computation0.00

Ownership

YRT LIMITED

assignment · 367900239

Assignors

YOUNES, MAGDY

On an employer assignment, the assignors are typically the inventors.

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