Data processing system, data processing method, diagnostic imaging apparatus, and magnetic resonance imaging apparatus
View Patent ↗A data processing system configured to process acquired image data (e.g., as part of a diagnostic imaging apparatus) uses a signal-power estimating unit for estimating signal power by using reference data containing data different from processing-target data and a data processing unit for processing the processing-target data by using a WF (wiener filter) based on the signal power estimated by the signal-power estimating unit.
1. A data processing method comprising use of a programmed computer system having a CPU and memory to process acquired signal data representing physical structures or events by:
(A) estimating signal power by using reference data containing data similar to processing-target data; and
(B) processing the processing-target data by using a wiener function (WF) based on the signal power estimated in the step of (A),
wherein when multiple pieces of reference data are acquired, the signal power is determined by weighted averaging of the multiple pieces of reference data, and
wherein the signal power is determined by increasing the weighting of the processing-target data with respect to a low-frequency component and by increasing the weighting of either one of the processing-target data and data different from the processing-target data, the either one having a larger SNR of the signal power.
2. A data processing method comprising use of a programmed computer system having a CPU and memory to process acquired signal data representing physical structures or events by:
(A) estimating signal power by using reference data containing data similar to processing-target data; and
(B) processing the processing-target data by using a wiener function (WF) based on the signal power estimated in the step of (A),
wherein the WF is computed from either:
WF
=
max
[
0
,
(
Ps
-
a
Pn
)
]
Ps
;
WF
=
max
[
0
,
{
1
-
a
(
1
SNR
)
}
]
;
or
an equivalent expression, wherein “Ps” represents signal power, “Pn” represents noise power, and “a” represents a parameter for controlling an estimated ratio between “SNR” and noise power Pn.
3. The data processing method comprising use of a programmed computer system having a CPU and memory to process acquired signal data representing physical structures or events by:
(A) estimating signal power by using reference data containing data similar to processing-target data; and
(B) processing the processing-target data by using a wiener function (WF) based on the signal power estimated in the step of (A),
wherein the WF is computed from:
WF
=
H
*
Ps
H
2
Ps
+
Pn
;
or
an equivalent expression, wherein “Ps” represents signal power, “Pn” represents noise power, “H” represents a deterioration characteristic, and “*” represents a complex conjugate.
4. The data processing method comprising use of a programmed computer system having a CPU and memory to process acquired signal data representing physical structures or events by:
(A) estimating signal power by using reference data containing data similar to processing-target data; and
(B) processing the processing-target data by using a wiener function (WF) based on the signal power estimated in the step of (A),
wherein image data before injection of a contrast agent is acquired, image data after the injection of the contrast agent is compared with the image data before the injection of the contrast agent and is acquired as the processing-target data with a reduced an SNR, and the image data before the injection of the contrast agent is used as the reference data.
5. The data processing method comprising use of a programmed computer system having a CPU and memory to process acquired signal data representing physical structures or events by:
(A) estimating signal power by using reference data containing data similar to processing-target data; and
(B) processing the processing-target data by using a wiener function (WF) based on the signal power estimated in the step of (A),
wherein image data before injection of a contrast agent is acquired, image data after the injection of the contrast agent is compared with the image data before the injection of the contrast agent and is acquired as the processing-target data with a reduced SNR, all time-series data including the data before the injection of the contrast agent and the data after the injection of the contrast agent are averaged, and the averaged data is used as the reference data.