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US6544170B1
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Biosignal measuring method and apparatus
Assignee: Shimadzu Corp
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Filing: 2000-06-19
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Granted: 2003-04-08
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Expires: 2020-06-19
Abstract
Abstract A biosignal measuring apparatus for measuring, with a plurality of sensors, minute biosignals generated from bioelectric current sources in a region of a patient to be diagnosed. The apparatus includes a signal decomposer for decomposing detection signals provided by the plurality of sensors into a plurality of independent components, a noise component remover for determining noise components among the independent components based only on states of the independent components, and removing the noise components, a signal restorer for deriving restored detection signals from respective non-noise independent components, and a signal analyzer for determining an intracerebral activity corresponding to each independent component of each of the restored detection signals. After removing independent components determined to be noise components by the independent component analysis technique, a detection signal is separately restored for each information source from the remaining non-noise independent components. Thus, without requiring separate magnetic sensors exclusively for detecting noise, restored magnetism detection signals sufficiently stripped of noise components for the purpose of biosignal analysis are obtained with ease only from the signals acquired with biosignal measuring sensors.
Inventors
- 👤 Shigeki Kajihara
- 👤 Shunichi Amari
- 👤 Shiro Ikeda
- 👤 Keisuke Toyama
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-11-07 11:03
CPC Classifications
A; A61; A61B; A61B5/00; A61B5/24; A61B5/242; A61B5/245; A61B5/246
Claims Analysis
Total Claims: 38
Claim 1
Independent Claim
248 words
A biosignal measuring method for measuring, with a plurality of sensors, minute biosignals generated from bioelectric current sources in a region of a patient to be diagnosed, said method comprising: a signal decomposing step for decomposing detection signals provided by said plurality of sensors into a plurality of independent components, said signal decomposing step being executed to determine and average said independent components for a predetermined number of times; a noise component-removing step for determining noise components among said independent components based only on states of said independent components, and removing said noise components; a signal restoring step for deriving restored detection signals from respective non-noise independent components; and a signal-analyzing step for determining an intracerebral activity (location, direction and strength) corresponding to each independent component of each of said restored detection signals, wherein said noise component removing step is executed, with reference to a ratio Ma/Mb between a standard deviation Ma of each independent component for a non-examination period within an entire detection signal measuring time, which non-examination period runs from a start of measurement to a point of time when a stimulus is applied to the patient, and a standard deviation Mb for an examination period following said point of time when said stimulus is applied, to determine an independent component with said ratio Ma/Mb equal to or greater than a fixed value to be a noise component, and an independent component with said ratio Ma/Mb less than said fixed value to be a non-noise component.
Claim 2
Dependent Claim
248 words
A biosignal measuring method for measuring, with a plurality of sensors, minute biosignals generated from bioelectric current sources in a region of a patient to be diagnosed, said method comprising: a signal decomposing step for decomposing detection signals provided by said plurality of sensors into a plurality of independent components, said signal decomposing step being executed to determine and average said independent components for a predetermined number of times; a noise component-removing step for determining noise components among said independent components based only on states of said independent components, and removing said noise components; a signal restoring step for deriving restored detection signals from respective non-noise independent components; and a signal-analyzing step for determining an intracerebral activity (location, direction and strength) corresponding to each independent component of each of said restored detection signals, wherein said noise component removing step is executed, with reference to a ratio Ma/Mb between a standard deviation Ma of each independent component for a non-examination period within an entire detection signal measuring time, which non-examination period runs from a start of measurement to a point of time when a stimulus is applied to the patient, and a standard deviation Mb for an examination period following said point of time when said stimulus is applied, to determine an independent component with said ratio Ma/Mb equal to or greater than a fixed value to be a noise component, and an independent component with said ratio Ma/Mb less than said fixed value to be a non-noise component.
Claim 3
Dependent Claim
48 words
A biosignal measuring method as defined in claim 1 , wherein said signal decomposing step is executed to derive independent component analysis signals X from a computation X=WB, using detection signals B in a matrix form and an independent component analysis matrix W in a predetermined matrix form.
Claim 4
Dependent Claim
47 words
A biosignal measuring method as defined in claim 2 , wherein said signal restoring step is executed to derive restored detection signals Ba from a computation Ba=W −1 Xa, using non-noise independent components Xa and an inverse matrix W −1 of said independent component analysis matrix W.
Claim 5
Dependent Claim
247 words
A biosignal measuring apparatus for measuring, with a plurality of sensors, minute biosignals generated from bioelectric current sources in a region of a patient to be diagnosed, said apparatus comprising: signal decomposing means for decomposing detection signals provided by said plurality of sensors into a plurality of independent components, said signal decomposing means being operable to determine and average said independent components for each a predetermined number of times; noise component removing means for determining noise components among said independent components based only on states of said independent components, and removing said noise components; signal restoring means for deriving restored detection signals from respective non-noise independent components; and signal analyzing means for determining an intracerebral activity (location, direction and strength) corresponding to each independent component of each of said restored detection signals, wherein said noise component removing means is operable, with reference to a ratio Ma/Mb between a standard deviation Ma of each independent component for a non-examination period within an entire detection signal measuring time, which non-examination period is from a start of measurement to a point of time when a stimulus is applied to the patient, and a standard deviation Mb for an examination period following said point of time when said stimulus is applied, to determine an independent component with said ratio Ma/Mb equal to or greater than a fixed value to be a noise component, and an independent component with said ratio Ma/Mb less than said fixed value to be a non-noise component.
Claim 6
Dependent Claim
247 words
A biosignal measuring apparatus for measuring, with a plurality of sensors, minute biosignals generated from bioelectric current sources in a region of a patient to be diagnosed, said apparatus comprising: signal decomposing means for decomposing detection signals provided by said plurality of sensors into a plurality of independent components, said signal decomposing means being operable to determine and average said independent components for each a predetermined number of times; noise component removing means for determining noise components among said independent components based only on states of said independent components, and removing said noise components; signal restoring means for deriving restored detection signals from respective non-noise independent components; and signal analyzing means for determining an intracerebral activity (location, direction and strength) corresponding to each independent component of each of said restored detection signals, wherein said noise component removing means is operable, with reference to a ratio Ma/Mb between a standard deviation Ma of each independent component for a non-examination period within an entire detection signal measuring time, which non-examination period is from a start of measurement to a point of time when a stimulus is applied to the patient, and a standard deviation Mb for an examination period following said point of time when said stimulus is applied, to determine an independent component with said ratio Ma/Mb equal to or greater than a fixed value to be a noise component, and an independent component with said ratio Ma/Mb less than said fixed value to be a non-noise component.
Claim 7
Dependent Claim
48 words
A biosignal measuring apparatus as defined in claim 4 , wherein said signal decomposing means is operable to derive independent component analysis signals X from a computation X=WB, using detection signals B in a matrix form and an independent component analysis matrix W in a predetermined matrix form.
Claim 8
Dependent Claim
149 words
A biosignal measuring apparatus as defined in claim 5 , wherein said noise component removing means is operable, for each row vector of the independent component analysis signals X, and with reference to said ratio Ma/Mb between said standard deviation Ma of said each independent component for said non-examination period within said entire detection signal measuring time, which said non-examination period runs from said start of measurement to said point of time when said stimulus is applied to the patient, and said standard deviation Mb for said examination period following said point of time when said stimulus is applied, to determine said independent component corresponding to a row vector with said ratio Ma/Mb equal to or greater than said fixed value to be said noise component, and said independent component corresponding to said row vector with said ratio Ma/Mb less than said fixed value to be said non-noise component.
Claim 9
Dependent Claim
33 words
A biosignal measuring apparatus as defined in claim 5 , wherein said signal decomposing means is operable to determine and average independent component analysis signals X for each event a plurality of times.
Claim 10
Dependent Claim
47 words
A biosignal measuring apparatus as defined in claim 7 , wherein said signal restoring means is operable to derive restored detection signals Ba from a computation Ba=W −1 Xa, using non-noise independent components Xa and an inverse matrix W −1 of said independent component analysis matrix W.
Claim 11
Dependent Claim
33 words
A biosignal measuring apparatus as defined in claim 5 , wherein said signal decomposing means is operable to determine and average independent component analysis signals X for each event a plurality of times.
Claim 12
Dependent Claim
47 words
A biosignal measuring apparatus as defined in claim 9 , wherein said signal restoring means is operable to derive restored detection signals Ba from a computation Ba=W −1 Xa, using non-noise independent components Xa and an inverse matrix W −1 of said independent component analysis matrix W.
Claim 13
Dependent Claim
47 words
A biosignal measuring apparatus as defined in claim 5 , wherein said signal restoring means is operable to derive restored detection signals Ba from a computation Ba=W −1 Xa, using non-noise independent components Xa and an inverse matrix W −1 of said independent component analysis matrix W.
Claim 14
Dependent Claim
47 words
A biosignal measuring apparatus as defined in claim 5 , wherein said signal restoring means is operable to derive restored detection signals Ba from a computation Ba=W −1 Xa, using non-noise independent components Xa and an inverse matrix W −1 of said independent component analysis matrix W.
Claim 15
Dependent Claim
33 words
A biosignal measuring apparatus as defined in claim 4 , wherein said signal decomposing means is operable to determine and average independent component analysis signals X for each event a plurality of times.
Claim 16
Dependent Claim
47 words
A biosignal measuring apparatus as defined in claim 13 , wherein said signal restoring means is operable to derive restored detection signals Ba from a computation Ba=W −1 Xa, using non-noise independent components Xa and an inverse matrix W −1 of said independent component analysis matrix W.
Claim 17
Dependent Claim
47 words
A biosignal measuring apparatus as defined in claim 4 , wherein said signal restoring means is operable to derive restored detection signals Ba from a computation Ba=W −1 Xa, using non-noise independent components Xa and an inverse matrix W −1 of said independent component analysis matrix W.
Claim 18
Dependent Claim
47 words
A biosignal measuring apparatus as defined in claim 4 , wherein said signal restoring means is operable to derive restored detection signals Ba from a computation Ba=W −1 Xa, using non-noise independent components Xa and an inverse matrix W −1 of said independent component analysis matrix W.
Claim 19
Dependent Claim
211 words
A biosignal measuring apparatus comprising: a signal processing unit, said signal processing unit performs the steps of: receiving original magnetism detection signals; performing biomagnetism analysis on said original magnetism detection signals to obtain independent component analysis signals; averaging said independent component analysis signals; removing noise components from said received original magnetism detection signals; forming restored magnetism detection signals; and performing biomagnetism analysis on said restored magnetism detection signals, wherein said noise component remover removes said noise components from said independent component analysis signals, and wherein for a detection signal measuring time period, said noise component remover determines a ratio Ma/Mb for an independent component, said independent component corresponding to a row vector of said independent component analysis signals, “Ma” being a standard deviation of each independent component of said independent component analysis signals for a non-examination period, said non-examination period being from a start of said detection signal measuring time period to a point of time when a stimulus is applied to a patient, “Mb” being a standard deviation of said each independent component of said independent component analysis signals for an examination period, said examination period being from said point of time when said stimulus is applied to said patient to the end of said detection signal measuring time period.
Claim 20
Dependent Claim
211 words
A biosignal measuring apparatus comprising: a signal processing unit, said signal processing unit performs the steps of: receiving original magnetism detection signals; performing biomagnetism analysis on said original magnetism detection signals to obtain independent component analysis signals; averaging said independent component analysis signals; removing noise components from said received original magnetism detection signals; forming restored magnetism detection signals; and performing biomagnetism analysis on said restored magnetism detection signals, wherein said noise component remover removes said noise components from said independent component analysis signals, and wherein for a detection signal measuring time period, said noise component remover determines a ratio Ma/Mb for an independent component, said independent component corresponding to a row vector of said independent component analysis signals, “Ma” being a standard deviation of each independent component of said independent component analysis signals for a non-examination period, said non-examination period being from a start of said detection signal measuring time period to a point of time when a stimulus is applied to a patient, “Mb” being a standard deviation of said each independent component of said independent component analysis signals for an examination period, said examination period being from said point of time when said stimulus is applied to said patient to the end of said detection signal measuring time period.
Claim 21
Dependent Claim
108 words
The apparatus of claim 17 , further comprising: a superconducting quantum interference devices sensor, said superconducting quantum interference devices sensor having a plurality of sensors to measure a plurality of biosignals, each sensor of said plurality of sensors measuring biomagnetism, said measured biomagnetism being outputted from said superconducting quantum interference devices sensor as said plurality of biosignals; and a data converting and collecting unit, said plurality of biosignals from said superconducting quantum interference devices sensor into said data converting and collecting unit, converting said plurality of biosignals into digital signals, said digital signals being outputted from said data converting and collecting unit as said original magnetism detection signals.
Claim 22
Dependent Claim
26 words
The apparatus of claim 18 , further comprising: a stimulator, said stimulator destroying polarization and producing bioelectric currents, said bioelectric currents being said plurality of biosignals.
Claim 23
Dependent Claim
26 words
The apparatus of claim 18 , further comprising: a display and a printer, said display displaying results of analysis, said printer printing results of said analysis.
Claim 24
Dependent Claim
28 words
The apparatus of claim 17 , wherein said signal processing unit including a magnetic signal decomposer, a noise component remover, a magnetic signal restorer, and a magnetism analyzer.
Claim 25
Dependent Claim
15 words
The apparatus of claim 21 , wherein said magnetic signal decomposer performs said biomagnetism analysis.
Claim 26
Dependent Claim
34 words
The apparatus of claim 22 , wherein said biomagnetism analysis is X=WB, “X” being said independent component analysis signals, “W” being an independent component analysis matrix, and “B” being said original magnetism detection signals.
Claim 27
Dependent Claim
30 words
The apparatus of claim 23 , wherein said magnetic signal decomposer performs said biomagnetism analysis a plurality of times to perform said step of averaging said independent component analysis signals.
Claim 28
Dependent Claim
28 words
The apparatus of claim 24 , wherein said step of averaging said independent component analysis signals includes averaging said independent component analysis signals a predetermined number of times.
Claim 29
Dependent Claim
21 words
The apparatus of claim 21 , wherein said magnetism analyzer uses said restored magnetism detection signals to perform said biomagnetism analysis.
Claim 30
Dependent Claim
50 words
The apparatus of claim 26 , wherein said biomagnetism analysis is performed by determining states of bioelectric current sources, said states of bioelectric current sources are determined by deriving a distribution of center of gravity of the bioelectric current sources from one dipole analysis of said restored magnetism detection signals.
Claim 31
Dependent Claim
30 words
The apparatus of claim 26 , wherein said biomagnetism analysis is performed by deriving a spatial distribution of bioelectric current sources from spatial filtering of said restored magnetism detection signals.
Claim 32
Dependent Claim
30 words
The apparatus of claim 26 , wherein said biomagnetism analysis determines an intracerebral activity (location, direction and strength) corresponding to each independent component of each of said restored detection signals.
Claim 33
Dependent Claim
30 words
The apparatus of claim 17 , wherein said independent component is not regarded as said noise component when said independent component has said ratio Ma/Mb less than a fixed value.
Claim 34
Dependent Claim
32 words
The apparatus of claim 17 , wherein said independent component is regarded as said noise component when said independent component has said ratio Ma/Mb equal to or greater than a fixed value.
Claim 35
Dependent Claim
45 words
The apparatus of claim 31 , wherein, said restored magnetism detection signals is said original magnetism detection signals with said noise components removed, said noise components being removed by substituting zero for the row corresponding to said independent component found to be said noise component.
Claim 36
Dependent Claim
34 words
The apparatus of claim 17 , wherein an FFT is applied to said independent component analysis signals to determine a most predominant frequency, the components at 100 Hz or higher being said noise components.
Claim 37
Dependent Claim
33 words
The apparatus of claim 17 , wherein said magnetic signal restorer generates said restored magnetism detection signals, said restored magnetism detection signals being said original magnetism detection signals with said noise components removed.
Claim 38
Dependent Claim
53 words
The apparatus of claim 34 , wherein said restored magnetism detection signals are generated using a computation Ba=W −1 Xa, “Ba” being said restored magnetism detection signals, “W −1 ” being an inverse matrix of said independent component analysis matrix “W”, and “Xa” being said independent component analysis signals without said noise components.
References Cited (Backward Citations)
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Cited
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