Noise suppression methods and apparatus
According to some aspects, a method of suppressing noise in an environment of a magnetic resonance imaging system is provided. The method comprising estimating a transfer function based on multiple calibration measurements obtained from the environment by at least one primary coil and at least one auxiliary sensor, respectively, estimating noise present in a magnetic resonance signal received by the at least one primary coil based at least in part on the transfer function, and suppressing noise in the magnetic resonance signal using the noise estimate.
1. A method of estimating noise detected in an environment of a magnetic resonance imaging system, the method comprising:
estimating noise based, at least in part, on a comparison of a plurality of magnetic resonance signals acquired by repeatedly applying a first pulse sequence using a first spatial encoding.
2. The method of claim 1 , further comprising acquiring the plurality of magnetic resonance signals at least in part by:
acquiring a first magnetic resonance signal by applying the first pulse sequence using the first spatial encoding; and
after acquiring the first magnetic resonance signal, acquiring a second magnetic resonance signal by applying the first pulse sequence using the first spatial encoding,
wherein estimating the noise comprises comparing the first magnetic resonance signal and the second magnetic resonance signal.
3. The method of claim 1 , wherein the noise estimate is used to dynamically suppress noise in magnetic resonance signals obtained during operation of the magnetic resonance imaging system.
4. The method of claim 2 , further comprising:
estimating a transform based, at least in part, on multiple calibration measurements obtained from at least one primary coil and at least one auxiliary sensor, respectively;
estimating noise present in a magnetic resonance signal received by the at least one primary coil based at least in part on the transform; and
suppressing noise in the magnetic resonance signal using the estimated noise.
5. The method of claim 2 , comprising aligning the at least one first magnetic resonance signal and the at least one second magnetic resonance signal using a phase shift.
6. The method of claim 5 , wherein the comparison comprises computing a difference between the aligned at least one first magnetic resonance signal and the at least one second magnetic resonance signal.
7. The method of claim 6 , wherein estimating the noise is based on subtracting the at least one first magnetic resonance signal and the at least one second magnetic resonance signal.
8. The method of claim 6 , wherein estimating the noise is based on adding the at least one first magnetic resonance signal and the at least one second magnetic resonance signal.
9. The method of claim 1 , wherein the first pulse sequence is a balanced steady state free precession (bSSFP) pulse sequence.
10. The method of claim 2 , wherein the at least one first magnetic resonance signal comprises a first plurality of averaged magnetic resonance signals acquired using the first spatial encoding.
11. The method of claim 2 , wherein the at least one first magnetic resonance signal and the at least one second magnetic resonance signal are both used to produce at least one magnetic resonance image.
12. An apparatus for estimating noise detected in an environment of a magnetic resonance imaging system, the system comprising:
at least one magnetics component; and
at least one controller configured to:
repeatedly operate the at least one magnetics component according to a first pulse sequence using a first spatial encoding to acquire a plurality of magnetic resonance signals;
estimate noise based, at least in part, on a comparison of the plurality of magnetic resonance signals.
13. The apparatus of claim 12 , wherein the at least one controller is configured to:
operate the at least one magnetics component according to the first pulse sequence using the first spatial encoding to acquire at least one first magnetic resonance signal;
operate the at least one magnetics component according to the first pulse sequence using the first spatial encoding to acquire at least one second magnetic resonance signal; and
estimate noise based, at least in part, on a comparison of the at least one first magnetic resonance signal and the at least one second magnetic resonance signal.
14. The apparatus of claim 12 , wherein the at least one controller is configured to use the noise estimate to dynamically suppress noise in magnetic resonance signals obtained during operation of the magnetic resonance imaging system.
15. The apparatus of claim 13 , further comprising at least one auxiliary sensor, wherein the at least one magnetics component comprises at least one transmit/receive coil, and wherein the at least one controller is configured to:
cause the at least one transmit/receive coil and the at least one auxiliary sensor to obtain multiple calibration measurements, respectively;
estimate a transform based, at least in part, on the respective multiple calibration measurements;
estimate noise present in a magnetic resonance signal received by the at least one transmit/receive coil based at least in part on the transform; and
suppress noise in the magnetic resonance signal using the noise estimate.
16. The apparatus of claim 13 , wherein the at least one controller is configured to align the at least one first magnetic resonance signal and the at least one second magnetic resonance signal using a phase shift.
17. The apparatus of claim 13 , wherein the at least one first magnetic resonance signal comprises a first plurality of averaged magnetic resonance signals acquired using the first spatial encoding.
18. The apparatus of claim 13 , wherein the at least one controller is configured to use both the at least one first magnetic resonance signal and the at least one second magnetic resonance signal to produce at least one magnetic resonance image.
19. The apparatus of claim 12 , wherein the at least one magnetics component comprises at least one gradient coil.
20. The apparatus of claim 12 , wherein the at least one magnetics component comprises at least one transmit/receive radio-frequency (RF) coil.