Method and software to determine probability of sleep/wake states and quality of sleep and wakefulness from an electroencephalogram

A non-transitory computer readable medium embodying program code that when executed by a computer or microprocessor:

• performs frequency domain analysis of one or more discrete sections of the EEG test record to determine EEG signal amplitude or signal strength at specified frequencies,
• calculates EEG signal amplitude or signal strength over specified frequency bands,
• assigns, for each specified frequency band, a rank to the calculated EEG signal amplitude or signal strength in each discrete section of the specified frequency band, each rank being determined based on values of EEG signal amplitude or signal strength encountered in a plurality of the previously scored reference EEG records,
• assigns a code to each discrete section that reflects the ranking of the calculated EEG signal amplitudes or signal strengths in different frequency bands,
• incorporates a database/lookup table constructed from previously scored reference EEG records that indicates the probability of each code to occur in sections of said reference EEG records scored previously as awake or EEG arousals,
• determines, for each assigned code, the probability indicated in the database/lookup table that corresponds to the assigned code,
• reports the determined probabilities that reflect the probability of the electroencephalogram (EEG) pattern within the EEG test record of the subject having occurred in sections of reference EEG records scored previously as awake or EEG arousals, and
• uses the determined probabilities to determine the subject's level of vigilance or sleep.

An apparatus comprising:

• memory embodying computer executable code;
• and
• a microprocessor configured to communicate with said memory and to execute said code to cause said apparatus to:
• perform frequency domain analysis of one or more discrete sections of the EEG test record to determine EEG signal amplitude or signal strength at specified frequencies,
• calculate EEG signal amplitude or signal strength over specified frequency bands,
• assign, for each specified frequency band, a rank to the calculated EEG signal amplitude or signal strength in each discrete section of the specified frequency band, each rank being determined based on values of EEG signal amplitude or signal strength encountered in a plurality of the previously scored reference EEG records,
• assign a code to each discrete section that reflects the ranking of the calculated EEG signal amplitudes or signal strengths in different frequency bands,
• incorporate a database/lookup table constructed from previously scored reference EEG records that indicates the probability of each code to occur in sections of said reference EEG records scored previously as awake or EEG arousals,
• determine, for each assigned code, the probability indicated in the database/lookup table that corresponds to the assigned code,
• report the determined probabilities that reflect the probability of the electroencephalogram (EEG) pattern within the EEG test record of the subject having occurred in sections of reference EEG records scored previously as awake or EEG arousals, and
• use the determined probabilities to determine the subject's level of vigilance or sleep.