METHOD AND SYSTEM FOR MEASURING BLOOD FLOW
20200367765 ยท 2020-11-26
Inventors
Cpc classification
A61B5/055
HUMAN NECESSITIES
A61B5/0033
HUMAN NECESSITIES
A61B5/7214
HUMAN NECESSITIES
A61B5/0265
HUMAN NECESSITIES
International classification
A61B5/0265
HUMAN NECESSITIES
Abstract
A method for measuring blood flow is provided. A modulated magnetic field is generated by a generator coil. Response signals of the modulated magnetic field are record from an object with an RF reception system. The response signals are measured by at least two RF antennae of the RF reception system. A flow component of the recorded response signals is separated from signal components resulting from movements of the object.
Claims
1. A method for measuring blood flow, the method comprising: generating a modulated magnetic field by a generator coil; recording response signals of the modulated magnetic field from an object with an RF reception system, wherein the response signals are measured by at least two RF antennae of the RF reception system; and separating a flow component of the recorded response signals from signal components resulting from movements of the object.
2. The method of claim 1, wherein the generator coil is embedded in a magnetic resonance scanner of a magnetic resonance imaging system.
3. The method of claim 2, wherein the generator coil is embedded in an RF reception antenna system of the magnetic resonance scanner.
4. The method of claim 2, wherein the RF reception system is part of the magnetic resonance imaging system, wherein the response signals of the modulated magnetic field are recorded by RF antennae from the RF reception antenna system of the magnetic resonance scanner.
5. The method of claim 1, wherein more than three RF antennae are used for measurement of the response signals.
6. The method of claim 1, wherein the separation of the flow component of the recorded signals from signal components resulting from movements of the object comprises using blind or semi-blind source separation methods.
7. The method of claim 6, wherein separation uses Independent Component Analysis (ICA) or a machine learning algorithm trained with ground truth data.
8. The method of claim 1, wherein the object is arranged between the generator coil and the RF antennae; and wherein at least the signals from the two RF antennae of the RF reception system positioned closest to a line parallel to the blood flow intended to be measured is recorded.
9. The method of claim 1, wherein a modulation of the modulated magnetic field includes a frequency within a frequency range that corresponds to a Larmor frequency of hydrogen atoms of the object in an applied magnetic field within a variance of less than 10 percent deviating from the Larmor frequency or within a receiving frequency bandwidth of the RF antennae used for the measurement or within a frequency range of less than 10 percent deviating from an Eigen frequency of the RF antennae.
10. The method of claim 1, further comprising computing parameters of a flow including a value of a flux or a periodicity after separating the flow component of the recorded signals.
11. A system for measuring blood flow, the system comprising: a first data-interface configured for sending a signal to a generator coil, wherein the signal is configured to generate a modulated magnetic field in the generator coil; a second data-interface configured for recording response signals of the modulated magnetic field from an object measured with an RF reception system, wherein at least the response signals are measured by two RF antennae of the RF reception system; and a separation unit configured to separate a flow component of the recorded response signals from signal components resulting from movements of the object.
12. The system of claim 11, further comprising a computing unit configured to a value of a flux, a value of a periodicity, or the value of the flux and the value of the periodicity of a measured flow.
13. The system of claim 11, further comprising a generator coil configured to generate a modulated magnetic field, wherein the generator coil is positioned inside a magnetic resonance scanner and the system further comprises a generator unit for producing the modulation signal for the modulated magnetic field.
14. The system of claim 11, further comprising an RF reception system with at least two RF antennae configured to record response signals the modulated magnetic field from the object, wherein at least the response signals are measured by the RF antennae, wherein the RF antennae is an RF reception antenna system of a magnetic resonance imaging system.
15. A non-transitory computer implemented storage medium that stores machine-readable instructions executable by at least one processor for measuring blood flow, the machine-readable instructions comprising: generating a modulated magnetic field by a generator coil; recording response signals of the modulated magnetic field from an object with an RF reception system, wherein the response signals are measured by at least two RF antennae of the RF reception system; and separating a flow component of the recorded response signals from signal components resulting from movements of the object.
16. The non-transitory computer implemented storage medium of claim 15, wherein the generator coil is embedded in a magnetic resonance scanner of a magnetic resonance imaging system.
17. The non-transitory computer implemented storage medium of claim 16, wherein the generator coil is embedded in an RF reception antenna system of the magnetic resonance scanner.
18. The non-transitory computer implemented storage medium of claim 16, wherein the RF reception system is part of the magnetic resonance imaging system, wherein the response signals of the modulated magnetic field are recorded by RF antennae from the RF reception antenna system of the magnetic resonance scanner.
19. The non-transitory computer implemented storage medium of claim 15, wherein more than three RF antennae are used for measurement of the response signals.
20. The non-transitory computer implemented storage medium of claim 15, wherein the separation of the flow component of the recorded signals from signal components resulting from movements of the object comprises using blind or semi-blind source separation methods.
Description
BRIEF DESCRIPTION OF THE FIGURES
[0044]
[0045]
[0046]
[0047]
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[0049]
DETAILED DESCRIPTION
[0050]
[0051] The magnetic resonance scanner 2 may be equipped with a basic field magnet system 4, a gradient system 6, as well as an RF transmission antenna system 5, and an RF reception antenna system 7. In the depicted embodiment, the RF transmission antenna system 5 is a whole-body coil permanently installed in the magnetic resonance scanner 2, in contrast to which the RF reception antenna system 7 is formed as a plurality of local coils to be arranged on the patient or test subject. The whole-body coil may also be used as an RF reception antenna system, and the local coils may respectively be switched into different operating modes.
[0052] The RF reception antenna system 7 is used as RF antennae 21. Below the object, a generator coil 20 is located. In another example, the RF antennae 21 may be at the position of the whole-body coil (or the whole-body coil may be used if it includes more than one single coil), and the local coil 7 may be used as generator coil 20.
[0053] The basic field magnet system 4 is configured such that a region of Interest (RoI) may be recorded. Here it is configured in a typical manner so that it generates a basic magnetic field in the longitudinal direction of the patient, i.e. along the longitudinal axis of the magnetic resonance scanner 2 that proceeds in the z-direction. The gradient system 6 may include individually controllable gradient coils in order to be able to switch (activate) gradients in the x-direction, y-direction, or z-direction independently of one another.
[0054] The MRI system 1 depicted is a whole-body system with a patient tunnel into which a patient may be completely introduced. However, embodiments may also be used at other MRI systems, for example with a laterally open, C-shaped housing, as well as in smaller magnetic resonance scanners in which only one body part may be positioned.
[0055] Furthermore, the MRI system 1 includes a central control device 13 that is used to control the MRI system 1. The central control device 13 includes a sequence control unit 14 for measurement sequence control. With the sequence control unit 14, the series of radio frequency pulses (RF pulses) and gradient pulses may be controlled depending on a selected pulse sequence or, respectively, a series of multiple pulse sequences to acquire magnetic resonance images of the RoI within a measurement session. For example, such a series of pulse sequences may be predetermined within a measurement or control protocol P. Different control protocols P for different measurements or measurement sessions may be stored in a memory 19 and may be selected by an operator (and possibly modified as necessary) and used to implement the measurement.
[0056] To output the individual RF pulses of a pulse sequence, the central control device 13 includes an RF transmission device 15 that generates and amplifies the RF pulses and feeds the RF pulses into the RF transmission antenna system 5 via a suitable interface (not shown in detail). To control the gradient coils of the gradient system 6, the control device 13 includes a gradient system interface 16. The sequence control unit 14 communicates in a suitable manner with the RF transmission device 15 and the gradient system interface 16 to emit the pulse sequence.
[0057] Moreover, the control device 13 includes an RF reception device 17 (likewise communicating with the sequence control unit 14 in a suitable manner) to acquire magnetic resonance signals (i.e. raw data) for the individual measurements, by which magnetic resonance signals are received in a coordinated manner from the RF reception antenna system 7 within the scope of the pulse sequence.
[0058] A reconstruction unit 18 receives the acquired raw data and reconstructs magnetic resonance image data therefrom for the measurements. The reconstruction may be performed on the basis of parameters that may be specified in the respective measurement or control protocol. For example, the image data may then be stored in a memory 19.
[0059] Operation of the central control device 13 may take place via a terminal 11 with an input unit 10 and a display unit 9, via which the entire MRI system 1 may thus also be operated by an operator. MR images may also be displayed at the display unit 9, and measurements may be planned and started by the input unit (for example, in combination with the display unit 9), and suitable control protocols may be selected (and possibly modified) with suitable series of pulse sequences as explained above.
[0060] The control device 13 includes a system 12 configured to perform the method for measuring blood flow. The system 12 includes the following components that may be software modules. The system includes:
[0061] A first data-interface 22 configured for sending a signal to a generator coil 20. The signal is configured to generate a (low power) modulated magnetic field in the generator coil 20. The signal may be produced by a generator unit 25. Since the recording RF antennae include an Eigenfrequency in the range of MHz, the signal may be a periodic MHz-signal.
[0062] A second data-interface 22 configured for recording response signals of the modulated magnetic field from the object measured with an RF reception system. At least the response signals are measured by two RF antennae of the RF reception system. The first and second data interface are one single data interface configured for bi-directional communication.
[0063] A separation unit 23 configured to separate a flow component of the recorded signals from the signal components resulting from cardiac and respiratory motion. Since the measured signals may be turned into digital values by an analog-digital-discriminator, the separation may be performed by calculating steps, e.g. by a calculation based on an Independent Component Analysis.
[0064] A computing unit 24 that is configured to compute parameters of the measured flow. A value for the flux (blood volume per second) and the periodicity of the blood flow is calculated based on the separated data. The flux may be determined from the phase shift between the signals of two (or more) antennae, the volume of flowing blood by the amplitude of a signal.
[0065] The generator coil 20 is part of the magnetic resonance scanner 2 or may be regarded as a part of the system 12. The same is valid for the RF antennae 21. The local coils 7 of the magnetic resonance scanner 2 are used as RF antennae 21. However, also the RF antennae 21 may be regarded as a part of the system 12.
[0066] The MRI system 1 and the control device 13 may include a number of additional components that are not shown in detail here but may be present in such systems, for example a network interface in order to connect the entire system with a network and be able to exchange raw data and/or image data or, respectively, parameter maps, but also additional data (for example patient-relevant data or control protocols).
[0067]
[0068] In step I, a modulated magnetic field is generated by a generator coil. The modulation may be following an alternating signal. The frequency of the modulation of the magnetic field is given with the field-strength of the predefined basic magnetic field. The field-strength defines the Larmor frequency that is measured during medical imaging. The Eigenfrequency of the RF reception antenna system 7 is configured to meet the Larmor frequency. The frequency of the modulation may be higher or lower than the Larmor frequency but lie within the bandwidth of the RF reception antenna system 7. The frequency of the modulation may be between 22 MHz and 125 MHz. However, depending on the magnetic field, the frequency may be higher or lower.
[0069] In
[0070] In step II, response signals of the modulated magnetic field from the object are recorded with an RF reception system, e.g. as shown in
[0071] The modulated magnetic field applied in step I induces eddy currents in the blood that is a conductive fluid. The eddy currents in turn generate a magnetic field opposing the generated field. When the blood moves due to the heart's pumping activity an additional current is induced due to motion and the local magnetic environment is changed. This may be recorded by the RF antennae.
[0072] In step III, the flow component of the recorded signals is separated from the signal components resulting from movements of the object, such as cardiac and respiratory motion. Due to the pumping action of the heart, the signals from the blood flow may be identified and separated from other contributions to the signal by regarding the shape and/or other (statistical) parameters (as e.g. frequency or shape of the distribution) of the signal. For separation from contributions from cardiac and respiratory motion, appropriate blind and/or semi-blind source separation methods may be used such as e.g. ICA.
[0073] In step IV, parameters of the blood flow are computed, such as a value of the flux and/or the periodicity of the flow.
[0074]
[0075] Several RF antennae 21, that may be part of the RF reception antenna system 7, measure the response of the modulated magnetic field after it has passed heart and aorta. Additional antennae may be used, too, e.g. RF antennae in the body array, since the response signal is emitted by the object in all directions.
[0076] The signals recorded with the RF antennae 21 may then be processed in that the movement of the heart is separated from the contribution of the blood flow in the aorta as already explained above.
[0077]
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[0079]
[0080] It may be seen that the heartbeat modulates the signals S1, S2 so that the pulse frequency of the blood vessel B may be determined. Furthermore, the signal in the second coil is delayed that may be seen by comparing the two points in time t1, t2 pointing to respective peaks of the blood flow. The delay may e.g. be approximately 120 ms. Since the position of the RF antennae 21 is known, the delay may be used to calculate further parameters as e.g. the velocity of the flow.
[0081] It is to be understood that the elements and features recited in the appended claims may be combined in different ways to produce new claims that likewise fall within the scope of the present disclosure. Thus, whereas the dependent claims appended below depend from only a single independent or dependent claim, it is to be understood that these dependent claims may, alternatively, be made to depend in the alternative from any preceding or following claim, whether independent or dependent, and that such new combinations are to be understood as forming a part of the present specification.
[0082] While the present disclosure has been described above by reference to various embodiments, it may be understood that many changes and modifications may be made to the described embodiments. It is therefore intended that the foregoing description be regarded as illustrative rather than limiting, and that it be understood that all equivalents and/or combinations of embodiments are intended to be included in this description.