Measurement for EEG reactivity

• US 8,221,330 B2
• Filed: 11/05/2010
• Issued: 07/17/2012
• Est. Priority Date: 02/14/2007
• Status: Active Grant

• Current Assignee: General Electric Company
• Original Assignee: General Electric Company
• Inventors: Sarkela, Mika, Virtanen, Juha, Viertio-Oja, Hanna E., Salmi, Tapani
• Primary Examiner(s): Marmor, II, Charles A
• Assistant Examiner(s): Dorna, Carrie R
• Application Number:
  US12/940,143
• Publication Number:
  US 20110087127A1
• Time in Patent Office: 620 Days
• Field of Search: 600544-546, 600552-559
• US Class Current: 600/554
• CPC Class Codes: A61B 5/377 using evoked responses
• CPC Class Codes: A61B 5/7203 for noise prevention, reduction or removal
• CPC Class Codes: A61B 5/7221 Determining signal validity, reliability or quality A61B5/7207 and A61B5/7217 take precedence
• CPC Class Codes: G16H 10/60 for patient-specific data, e.g. for electronic patient records

Abstract

The invention relates to a method and apparatus for assessing the reactivity observable in a certain physiological signal, especially the EEG signal, of a comatose subject. In order to obtain an objective and a reliable measure of the reactivity automatically and without the presence of a trained EEG specialist, a valid signal model is constructed for an EEG signal obtained from the subject. A time reference corresponding to a stimulus is applied and further signal data is obtained from the time series, the further signal data being subsequent to the time reference. By employing the further signal data, the method tests whether the signal model remains to be a valid signal model for the EEG signal also after the stimulus, and indicates, based on the test, whether reactivity is present in the physiological signal.

Claims

1. An apparatus for assessing physiological signal reactivity of a subject, the apparatus comprising:

a first reception unit configured to receive a single continuous physiological signal from the subject;

a calculation unit configured to construct, based only on a time series of a physiological signal obtained from the subject, a signal model for the physiological signal;

a control unit configured to apply a single time reference to the time series corresponding to a stimulus supplied to the subject;

a second reception unit configured to receive further signal data from the time series of the physiological signal, the further signal data being obtained from the subject subsequent to the time reference;

a test unit configured to test, through employment of the signal model constructed from the physiological signal obtained at least partially prior to the single time reference and the further signal data obtained subsequent to the single time reference whether the signal model is a valid signal model for the physiological signal; and

an indicator unit, responsive to the test unit, configured to indicate, whether reactivity is present in the physiological signal.

2. An apparatus according to claim 1, wherein the physiological signal is an EEG signal.

3. An apparatus according to claim 1, further comprising a stimulation unit configured to supply the stimulus to the subject.

4. An apparatus according to claim 3, wherein the stimulus is a selected stimulus in a sequence comprising a plurality of stimuli in ascending order of intensity.

5. An apparatus according to claim 3, wherein the stimulation unit is further configured to induce an electromagnetic pulse in the interior of the subject'"'"'s head.

6. An apparatus according to claim 1, wherein the calculation unit is configured to construct an autoregressive model.

7. An apparatus according to claim 1, wherein the test unit is configured to

calculate a prediction value based on the signal model and

define a prediction error based on the further signal data and the prediction value.

8. An apparatus according to claim 7, wherein the test unit is configured to compare the prediction error with a predetermined threshold value.

9. An apparatus according to claim 7, wherein the prediction error is dependent on the difference between the prediction value and a value obtained in the further signal data.

10. An apparatus according to claim 1, wherein

the calculation unit is configured to derive the signal model based on a first time window of the time series and first data based on the signal model, and

the test unit is configured to define (i) a further signal model based on a second time window of the time series and second data based on the further signal model, wherein the second time window includes the further signal data, and (ii) an error value dependent on the difference of the first and second data.

11. An apparatus according to claim 10, wherein the signal model and the further signal model are dependent on an autocorrelation function.

12. An apparatus for assessing physiological signal reactivity of a subject in a single trial analysis, the apparatus comprising:

a first reception means for receiving a single continuous physiological signal from the subject;

calculation means for constructing, based only on a time series of a physiological signal obtained from the subject, a signal model for the physiological signal;

control means for applying a single time reference to the time series corresponding to the time a stimulus is supplied;

a second reception means for receiving further signal data from the time series of the physiological signal, the further signal data being obtained from the subject subsequent to the time reference;

testing means for testing, through employment of the signal model constructed from the physiological signal obtained at least partially prior to the single time reference and further signal data obtained subsequent to the single time reference, whether the signal model is a valid signal model for the physiological signal; and

indicator means, responsive to the test unit, for indicating, whether reactivity is present in the physiological signal.

13. A computer program product embodied on a non-transitory computer-readable medium for assessing physiological signal reactivity of a subject, the computer program product comprising:

a first program code portion configured to construct, based on a time series of a physiological signal obtained from the subject, a valid signal model for the physiological signal;

a second program code portion configured to apply a single time reference to the time series corresponding to when a stimulus is supplied;

a third program code portion configured to test, through employment of the signal model constructed from the physiological signal obtained at least partially prior to the single time reference and further signal data of the time series of the physiological signal, whether the signal model is a valid signal model for the physiological signal, wherein the further signal data is subsequent to the time reference; and

a fourth program code portion, responsive to the third program code portion, configured to indicate whether reactivity is present in the physiological signal.