System and method for outputting an indicator representative of the effects of stimulation provided to a subject during sleep

Patent metadata

Field	Value
Publication number	US-11229397-B2
Application number	US-201716470791-A
Country	US
Kind code	B2
Filing date	Dec 21, 2017
Priority date	Dec 22, 2016
Publication date	Jan 25, 2022
Grant date	Jan 25, 2022

Abstract

The present disclosure pertains to a system configured to output an indicator representative of effects of stimulation provided to a subject during a sleep session. The indicator is determined based on a combination of the effect of stimulation on sleep restoration, stimulation quality, sleep architecture factors, and/or other information. The indicator is determined using age matched reference information on deep sleep duration and EEG slow wave activity. The contribution to the indicator associated with sleep architecture factors is determined based on age matched reference information including sleep onset latency, wake after sleep onset, total sleep time, micro-arousal count, sleep stage(s) prior to awakening, and/or other information.

First claim

What is claimed is:

1. A system configured to output an indicator representative of effects of stimulation provided to a subject during a sleep session, the system comprising:
one or more stimulators configured to provide the stimulation to the subject during the sleep session;
one or more sensors configured to generate output signals conveying information related to brain activity in the subject during the sleep session; and
one or more hardware processors operatively communicating with the one or more stimulators and the one or more sensors, the one or more hardware processors configured by machine-readable instructions to:
determine, based on the output signals and the stimulation provided to the subject:
a slow wave activity metric indicative of a cumulative amount of slow wave activity in the subject during the sleep session, the slow wave activity metric determined based on a cumulative slow wave activity factor and a non-rapid eye movement (NREM) duration factor;
a stimulation quality metric indicative how well the stimulation enhances slow wave activity in the subject during the sleep session, the stimulation quality metric determined based on one or both of a number of stimulations delivered to the subject during the sleep session and a number of stimulations at a specific intensity delivered to the subject during the sleep session; and
a sleep architecture metric indicative of a sleep quality for the subject during the sleep session;
combine the slow wave activity metric, the stimulation quality metric, and the sleep architecture metric to determine the indicator; and
output the indicator for display to the subject.

2. The system of claim 1 , wherein the one or more hardware processors are further configured to:
obtain age matched reference information for the subject that indicates information related to reference amounts of cumulative slow wave activity during sleep sessions, reference levels of stimulation provided during sleep sessions, and reference levels of sleep quality during sleep sessions for a population of subjects in an age range that the subject is in; and
determine the slow wave activity metric, the stimulation quality metric, and the sleep architecture metric based on the reference information.

3. The system of claim 2 , where the one or more sensors comprise electroencephalogram (EEG) electrodes, and wherein the one or more hardware processors are configured such that:
the slow wave activity metric is determined based on the cumulative slow wave activity factor and the NREM duration factor;
the cumulative slow wave activity and NREM duration factors are both determined based on the output signals and the age matched reference information; and
the cumulative slow wave activity factor is determined based on cumulative EEG power in a 0.5 to 4 Hz band or a sub-band within the 0.5 to 4 Hz band across detected NREM epochs during the sleep session.

4. The system of claim 2 , wherein the one or more hardware processors are configured such that the stimulation quality metric is determined based on a number of tones delivered to the subject during the sleep session and a number of tones at a specific volume delivered to the subject during the sleep session, and the age matched reference information.

5. The system of claim 2 , wherein the one or more hardware processors are configured such that the sleep architecture metric is determined based on the age matched reference information, a sleep onset latency value for the subject, a wake after sleep onset value for the subject, a total sleep time during the sleep session, and a number of arousals during the sleep session, and
wherein the sleep onset latency value, the wake after sleep onset value, the total sleep time, and/or the number of arousals are determined based on the output signals.

6. The system of claim 1 , wherein the one or more hardware processors are configured such that the combination comprises a linear combination of the slow wave activity metric, the stimulation quality metric, and the sleep architecture metric; and
the slow wave activity metric, the stimulation quality metric, and the sleep architecture metric are individually weighted in the linear combination.

7. The system of claim 1 , wherein the one or more hardware processors are configured to cause display of the slow wave activity metric, the stimulation quality metric, and the sleep architecture metric.

8. A system for outputting an indicator representative of effects of stimulation provided to a subject during a sleep session, the system comprising:
means for providing the stimulation to the subject during the sleep session;
means for generating output signals conveying information related to brain activity in the subject during the sleep session;
means for determining, based on the output signals and the stimulation provided to the subject:
a slow wave activity metric indicative of a cumulative amount of slow wave activity in the subject during the sleep session, the slow wave activity metric determined based on a cumulative slow wave activity factor and a non-rapid eye movement (NREM) duration factor;
a stimulation quality metric indicative of how well the stimulation enhances slow wave activity in the subject during the sleep session, the stimulation quality metric determined based on one or both of a number of stimulations delivered to the subject during the sleep session and a number of stimulations at a specific intensity delivered to the subject during the sleep session; and
a sleep architecture metric indicative of a sleep quality for the subject during the sleep session, the sleep architecture metric determined based on one or more of a sleep onset latency value for the subject, a wake after sleep onset value for the subject, a total sleep time during the sleep session, or a number of arousals during the sleep session;
means for combining the slow wave activity metric, the stimulation quality metric, and the sleep architecture metric to determine the indicator; and
means for outputting the indicator for display to the subject.

9. The system of claim 8 , further comprising:
means for obtaining age matched reference information for the subject that indicates information related to reference amounts of cumulative slow wave activity during sleep sessions, reference levels of stimulation provided during sleep sessions, and reference levels of sleep quality during sleep sessions for a population of subjects in an age range that the subject is in; and
means for determining the slow wave activity metric, the stimulation quality metric, and the sleep architecture metric based on the reference information.

10. The system of claim 9 , where the means for generating output signals comprise electroencephalogram (EEG) electrodes, and wherein:
the slow wave activity metric is determined based on the cumulative slow wave activity factor and the NREM duration factor;
the cumulative slow wave activity and NREM duration factors are both determined based on the output signals and the age matched reference information; and
the cumulative slow wave activity factor is determined based on cumulative EEG power in a 0.5 to 4 Hz band or a sub-band within the 0.5 to 4 Hz band across detected NREM epochs during the sleep session.

11. The system of claim 9 , wherein the stimulation quality metric is determined based on a number of tones delivered to the subject during the sleep session and a number of tones at a specific volume delivered to the subject during the sleep session, and the age matched reference information.

12. The system of claim 9 , wherein the sleep architecture metric is determined based on the age match

Assignees

• Koninklijke Philips Nv

Inventors

• Garcia Molina Gary Nelson
• Tsoneva Tsvetomira Kirova
• Pfundtner Stefan
• Vissapragada Venkata Satya Surya Subrahmanya Sreeram
• Mahadevan Anandi
• Kosobud Diane

Classifications

• A61M2230/10

  Electroencephalographic signals · CPC title

• A61B5/374

  Detecting the frequency distribution of signals, e.g. detecting delta, theta, alpha, beta or gamma waves · CPC title

• A61M2021/0027

  by the hearing sense · CPC title

• A61B5/4848

  Monitoring or testing the effects of treatment, e.g. of medication · CPC title

• A61B5/4812

  Detecting sleep stages or cycles · CPC title