Method for the management of nociception
The present invention relates to a computer-implemented method for modifying nociception in a subject using electroencephalographic data acquired from the brain of a subject, the method comprising the steps of: receiving electroencephalographic data comprising at least two electroencephalographic signals measured simultaneously from at least two electroencephalogram channels, computing a Fourier transform of the at least two electroencephalographic signals on a temporal window; averaging complex Fourier coefficients in the frequency band of alpha waves; computing an alpha phase concentration neuromarker on consecutive epochs of the electroencephalographic data, generating a sensorial stimulus representing alpha phase concentration neuromarker using an output generator. The present invention also relates to a method for training a subject to reinforce self-modulation of pain pathways.
1. A computer-implemented method for modifying nociception in a subject using electroencephalographic data acquired from a brain of the subject, the method comprising:
a) receiving electroencephalographic data comprising at least two electroencephalographic signals measured simultaneously from at least two electroencephalogram channels;
b) computing a Fourier transform of the at least two electroencephalographic signals on a temporal window;
c) averaging complex Fourier coefficients in the frequency band of alpha waves;
d) computing an alpha phase concentration neuromarker (APC) on consecutive epochs of the electroencephalographic data according to the formula
APC
=
|
1
N
∑
n
=
1
N
e
i
φ
n
|
,
wherein N is total number of channels in the received electroencephalographic data and φ n is a phase in the alpha band in the channel n; and
e) generating a sensorial stimulus representing the alpha phase concentration neuromarker and stimulating the subject by providing said sensorial stimulus to the subject using an output generator so as to modify the nociception of the subject, wherein the sensorial stimulus is one selected from the group consisting of: visual stimulus, and auditory stimulus.
2. The computer-implemented method according to claim 1 , wherein the computing of the Fourier transform of the at least two electroencephalographic signals is preceded by removing noise and/or artefact from the electroencephalographic signals.
3. The computer-implemented method according to claim 1 , wherein the sensorial stimulus representing alpha phase concentration neuromarker is communicated to the subject.
4. The computer-implemented method according to claim 1 , wherein the sensorial stimulus is communicated to the subject in real time.
5. The computer-implemented method according to claim 1 , wherein said method is controlled by the subject.
6. The computer-implemented method according to claim 1 , wherein said method is supervised by a skilled physician.
7. The computer-implemented method according to claim 1 , wherein the method is a long-term treatment for the subject.
8. A system for modifying nociception in a subject, the system comprising:
an acquisition set-up for acquiring at least two electroencephalographic signals from the subject;
a data processing system comprising means for carrying out the steps of:
a) receiving electroencephalographic data comprising at least two electroencephalographic signals measured simultaneously from at least two electroencephalogram channels,
b) computing a Fourier transform of the at least two electroencephalographic signals on a temporal window,
c) averaging complex Fourier coefficients in the frequency band of alpha waves,
d) computing an alpha phase concentration neuromarker (APC) on consecutive epochs of the electroencephalographic data according to the formula
APC
=
|
1
N
∑
n
=
1
N
e
i
φ
n
|
,
wherein N is total number of channels in the received electroencephalographic data and φ n is a phase in the alpha band in the channel n, and
e) generating a sensorial stimulus representing the alpha phase concentration neuromarker; and
an output generator, by which the data processing system generates the sensorial stimulus, which is configured to stimulate the subject by providing to the subject the sensorial stimulus representing the alpha phase concentration neuromarker so as to modify the nociception of the subject, wherein the sensorial stimulus is one selected from the group consisting of: visual stimulus, and auditory stimulus.
9. A non-transitory, computer-readable storage medium comprising instructions which, when executed by a computer, cause the computer to carry out a computer-implemented method for modifying the nociception in a subject using electroencephalographic data acquired from a brain of the subject, said method comprising:
a) receiving electroencephalographic data comprising at least two electroencephalographic signals measured simultaneously from at least two electroencephalogram channels;
b) computing a Fourier transform of the at least two electroencephalographic signals on a temporal window;
c) averaging complex Fourier coefficients in the frequency band of alpha waves;
d) computing an alpha phase concentration neuromarker (APC) on consecutive epochs of the electroencephalographic data according to the formula
APC
=
|
1
N
∑
n
=
1
N
e
i
φ
n
|
,
wherein N is total number of channels in the received electroencephalographic data and φ n is a phase in the alpha band in the channel n; and
e) generating a sensorial stimulus representing alpha phase concentration neuromarker and stimulating the subject by providing said sensorial stimulus to the subject using an output generator so as to modify the nociception of the subject, wherein the sensorial stimulus is one selected from the group consisting of: visual stimulus, and auditory stimulus.