The present application claims priority from Japanese Patent Application JP 2018-130538 filed on Jul. 10, 2018, the content of which are hereby incorporated by references into this application.
The present invention relates to an X-ray computed tomography apparatus, and more particularly to a technique for correcting projection data acquired by the X-ray computed tomography apparatus.
An X-ray computed tomography apparatus acquires pieces of projection data of an object at various projection angles and reconstructs a tomographic image based on plural pieces of projection data. The X-ray computed tomography apparatuses are widely used in fields of inspection apparatuses for industrial or security purposes and medical diagnostic imaging units. As for the medical diagnostic imaging units, there is a strong need for improvement in the spatial resolution of tomographic images. For example, images of the inside of a stent inserted through narrowed blood vessels are required of such a high spatial resolution as to permit determination of the presence of recurrent stenosis or the follow-up observation of the characteristics of plaques.
The improvement of spatial resolution requires the miniaturization of detection elements for X-ray detection. An increasing number of collimator plates tends to be added in conjunction with the progress of miniaturization of the detection elements. The collimator plate is a slit plate disposed at a stage preceding the detection element in order to reduce scattered radiation incident on the detection element. Since the collimator plate has a finite depth, an excessive addition of the collimator plates results in the reduction of quantity of X-ray radiation incident on the detection elements and the deterioration of S/N ratio. There is known a technique of arranging a plurality of detection elements between the collimator plates so as to suppress the S/N ratio deterioration. With this technique, however, detection data is degraded in accuracy because of the X-ray beams incident on the adjoining detection elements.
Japanese Patent Application Laid-Open No. 2010-220880 discloses a radiation detector which is directed to suppress the degradation of detection data accuracy and to increase productivity. This radiation detector includes a region where a plurality of detection elements are disposed between the collimator plates and a region where a single detection element is disposed between the collimator plates.
However, Japanese Patent Application Laid-Open No. 2010-220880 does not give consideration to a difference in incident direction of scattered radiation unremoved by the collimator plates on the individual detection elements in the region where the plural detection elements are disposed between the collimator plates. The direction of the gaze to between the collimator plates from the detection element varies depending upon the location of the detection element between the collimator plates. Hence, the quantity of scattered radiation incident on the detection element differs depending upon the position of the detection element between the collimator plates. The tomographic image reconstructed using projection data containing the scattered radiation quantity differences suffers from the occurrence of artifact that interferes with diagnosis.
In this connection, an object of the present invention is to provide an X-ray CT apparatus which is capable of correcting the scattered radiation quantity differences contained in the projection data even when a plurality of detection elements are disposed between collimator plates.
For achieving the above object, the present invention is characterized by correcting the projection data by use of different correction functions according to the positions of the detection elements disposed between the collimator plates.
According to an aspect of the present invention, an X-ray CT apparatus includes: an X-ray irradiation section for X-ray radiation; an X-ray detector including a plurality of detection elements for detecting the X-ray; a plurality of collimator plates disposed between the X-ray irradiation section and the X-ray detector so as to reduce scattered radiation; a reconstruction portion for reconstructing a tomographic image by using projection data generated based on an output from the X-ray detector; and a correction portion for correcting the projection data by using different correction functions according to the positions of the plural detection elements disposed between the collimator plates.
According to another aspect of the present invention, a correction method for correcting projection data generated by an X-ray CT apparatus including a plurality of detection elements disposed between a plurality of collimator plates, includes: a step of acquiring the projection data; and a step of correcting the projection data by using different correction functions according to positions of the detection elements disposed between the collimator plates.
The present invention can provide the X-ray CT apparatus capable of correcting the scattered radiation quantity differences contained in the projection data even in the case where a plurality of detection elements are disposed between the collimator plates.
An X-ray CT apparatus according to the embodiment of the present invention will hereinbelow be described with reference to the accompanying drawings. x, y, and z coordinates will be added as needed to indicate directions in respective drawings.
A schematic configuration of an X-ray CT apparatus 100 according to a first embodiment of the present invention is described with reference to
The input/output section 200 includes a mouse 211, a keyboard 212, and a monitor 213. The mouse 211 and keyboard 212 are input devices used by an operator to input scanning conditions and the like. The monitor 213 is a display device which outputs the inputted scanning conditions and the like. The monitor is also used as an input device if it is equipped with a touch panel function.
The scanning section 300 includes an X-ray generator 310, an X-ray detector 320, a gantry 330, a table 350, and a scanning control unit 340 in order to acquire projection data of an object 110 at various projection angles.
The X-ray generator 310 includes an X-ray tube 311 and an X-ray irradiation width controller 312. The X-ray tube 311 is a device for irradiating the object 110 with X-ray beam. The X-ray irradiation width controller 312 is a device for adjusting a z-direction length as a width of the X-ray beam illuminated onto the object 110.
The X-ray detector 320 is a device for detecting a direct radiation as the X-ray beam transmitted through the object 110 without being scattered by the object 110. The detector 320 includes a plurality of detection elements 322. Two thousand detection elements 322 are arranged at the same distance, such as 1000 mm, from an X-ray generation point of the X-ray tube 311. The details of the X-ray detector 320 will be described hereinafter with reference to
The gantry 330 is centrally formed with a circular aperture 331 to accommodate a table 350 to carry the object 110 thereon. The aperture 331 has a diameter of 700 mm, for example. A rotating plate 332 equipped with the X-ray generator 310 and the X-ray detector 320, and a rotation driver 333 for rotating the rotating plate 332 are disposed in the gantry 330. The table 350 is movable in a z-direction for positional adjustment of the object 110 with respect to the gantry 330.
The scanning control unit 340 includes an X-ray controller 341, a gantry controller 342, a detector controller 34, a table controller 345, and an integrated controller 346. The X-ray controller 341 controls voltage and the like applied to the X-ray tube 311. The gantry controller 342 controls the rotary drive of the rotating plate 332. The detector controller 343 controls the X-ray detection by the X-ray detector 320. The table controller 345 controls the movement of the table 350. The integrated controller 346 controls the flow of operations of the X-ray controller 341, the gantry controller 342, the detector controller 343, and the table controller 345 based on the scanning conditions inputted by the input/output section 200. For instance, the rotating plate 332 is rotated at 1.0 second/revolution while the X-ray beam is detected at 0.4 degree/revolution.
The image generation section 400 includes a data acquisition portion 410 and a data processor 420. The data acquisition portion 410 converts a detection result supplied from the X-ray detector 320 to a digital signal. The data processor 420 includes a central processing unit (CPU) 421, a memory 422, and a hard disk drive (HDD) 423. The central processing unit 421 and the memory 422 perform a correction process, a tomographic image reconstruction process and the like by expanding and starting predetermined programs. Namely, the data processor 420 functions as a correction portion performing the correction process and a reconstruction portion performing the reconstruction process. The HDD 423 stores, inputs, and outputs data. The constructed tomographic images and the like may be displayed on the monitor 213 of the input/output section 200 or, may be displayed on a display device connected via a network. The input/output section 200 and the image generation section 400 need not be installed in the X-ray CT apparatus 100 and the operations thereof may be implemented by means of, for example, another device connected via a network.
The X-ray detector 320 of the embodiment is described with reference to
The detection element 322 is a device for detecting the X-ray beam and outputs an electric signal corresponding to a quantity of the X-ray beam incident on one element. The detection elements 322 are arranged on an x-y plane and has a size of 0.5 mm square, for example. The detection element 322 may be an indirect detection element essentially including a combination of a scintillator element and a photodiode element or may also be a semiconductor detection element represented by CdTe. In the indirect detection element, the incident X-ray beam cause the scintillator element to emit fluorescent light which is converted to the electric signal by the photodiode element.
The collimator plate 323 is a slit plate disposed at stage preceding the detection element 322 in order to reduce the scattered radiation from the object 110 and the like. The collimator plate is a plate material made of a heavy metal such as molybdenum and tungsten. The collimator plate 323 is disposed at a boundary between the adjoining detection elements 322 and in parallel to the direct radiation beams transmitted through the object 110 so that almost all of the direct radiation beams become incident on the detection element 322 while most of the scattered radiation is absorbed by the collimator plate 323. However, the collimator plate has the finite depth. Therefore, as an increasing number of collimator plates 323 is added in conjunction with the miniaturization of the detection elements 322, the quantity of the direct radiation incident on the detection elements 322 decreases. In order to suppress the decrease of the direct radiation, the number of collimator plates 323 is reduced while a plurality of detection elements 322 are disposed between the collimator plates 23.
According to the embodiment, two detection elements 322L and 322R are disposed between the collimator plates 323.
Although the gaze angle θL of the detection element 322L and the gaze angle θR of the detection element 322R have the same value, the directions of the gaze to between the collimator plates 323 from the respective detection elements 322 differ from each other. That is, angles φL and φR formed between respective dot-dash lines as bisectors of the angles φL and φR and the top surface of the detection element 322 have different values. The inventors have performed the Monte Carlo simulation and found that the different directions φL and φR of the gaze to between the collimator plates 323 from the respective detection elements 322 lead to the different quantities of scattered radiation incident on the detection element 322L and the detection element 322R.
Now referring to
In
Now referring to
According to the embodiment, therefore, a correction function for the detection element 322L and a correction function for the detection element 322R are previously created in a case where the two detection elements 322L, 322R are disposed between the collimator plates 323. Then, the projection data acquired by the X-ray CT apparatus 100 is corrected with the previously created correction functions so as to reconstruct the tomographic image from the corrected projection data.
A flow of steps of creating the correction function for the detection element 322L and the correction function for the detection element 322R is described with reference to
The data processor 420 performs the Monte Carlo simulation for the creation of correction function. Cylindrical water phantoms or polyethylene phantoms having different diameters are used as a virtual object 110 for use in simulation. Values of real machines are applied to a geometric structure of the X-ray CT apparatus 100 including the X-ray detector 320 and the X-ray tube 311.
In the Monte Carlo simulation in this step, the direct radiation incident and scattered radiation incident on each detection element 322L and each detection element 322R are calculated as illustrated in
Using the results obtained in the step S501, the data processor 420 calculates a ratio between the direct radiation quantity and the scattered radiation quantity for each detection element 322L and each detection element 322R. In conjunction with the increase or decrease of the direct radiation quantity, the scattered radiation quantity varies in proportion to the direct radiation quantity. Therefore, the previous calculation of the ratio between the direct radiation quantity and the scattered radiation quantity facilitates a response to the increase or decrease of tube current of the X-ray tube 311, for example.
In the Monte Carlo simulation, the calculation results fluctuate depending upon the photon number of the emitted X-ray beam. Therefore, fitting using, for example, a quadric function may be applied to the ratio between the direct radiation quantity and the scattered radiation quantity so as to facilitate the use of the correction function. The quadric function resulting from the fitting is referred to as characteristic curve. The characteristic curve is determined each time the size of the object 110 or the tube voltage of the X-ray tube 311 is changed. The resultant characteristic curve is stored, as the correction function, in the HDD 423 or the storage device external to the X-ray CT apparatus 100.
The correction function for the detection element 322L and the correction function for the detection element 322R are created by the above-described process flow. The process flow of
Now referring to
The scanning conditions for the X-ray CT apparatus 100 are set by the operator through the input/output section 200. Specifically, the operator manipulates the mouse 211, the keyboard 212 and the like while watching an input screen on the monitor 213, so as to set tube current and tube voltage of the X-ray tube 311, an open width of the X-ray irradiation width controller 312, a scanning range of the object 110, a rotational rate of the rotating plate 332 and the like. The apparatus may also be adapted to allow the operator to retrieve and set some of the previously registered scanning conditions as required so as to negate the need for the operator to make settings each time the scanning work is performed.
Upon receiving a scanning start command from the operator, the integrated controller 346 performs the scanning work based on the scanning conditions set in the step S701. Specific steps of the procedure are described as below.
First, after the object 110 is placed on the table 350, the integrated controller 346 instructs the table controller 345 to move the table 350 so as to place the object 110 at a scanning position in the gantry 330. When the object 110 is positioned at place, the integrated controller 346 instructs the gantry controller 342 to drive the rotation driver 333 so as to start the rotation of the rotating plate 332.
When the rotating plate 332 reaches a constant speed rotation, the integrated controller 346 instructs the X-ray controller 341 to perform the X-ray radiation from the X-ray tube 311 and also instructs the detector controller 343 to perform the X-ray detection by the X-ray detector 320 and to transmit the detection data to the data acquisition portion 410. The detection data transmitted to the data acquisition portion 410 is stored in the HDD 423. Further, the integrated controller 346 instructs the table controller 345 to move the table 350 so as to scan the object 110 in the scanning range set in the step S701.
When the scanning in the scanning range is completed, the integrated controller 346 stops the X-ray radiation from the X-ray tube 311, the X-ray detection by the X-ray detector 320, and the transmission of the detection data to the data acquisition portion and returns the table 350 to a predetermined position.
The data processor 420 obtains corrected projection data by performing the correction processing, along with logarithmic conversion processing and Air correction processing, on the detection data acquired in the step S702 by using the correction functions created in the step S502. The logarithmic conversion processing and the Air correction processing are the same as those known in the art and hence, the description thereof is dispensed with. Specific steps of the correction processing using the correction functions are described as below.
First, the data processor 420 separates the detection data into data acquired by the detection element 322L and data acquired by the detection element 322R. Since each of the data pieces contains not only the direct radiation quantity but also the scattered radiation quantity, the scattered radiation quantity is removed by the following processing.
Next, the data processor 420 retrieves the correction functions corresponding to the scanning conditions from the storage device such as the HDD 423. Namely, the data processor retrieves a table corresponding to the scanning conditions from among the plural tables as shown in
Finally, the data processor 420 removes the scattered radiation quantity from the data acquired by the detection element 322L and from the data acquired by the detection element 322R by using the resultant correction functions. Data Dm acquired by the detection element 322 is equivalent to “the direct radiation quantity+the scattered radiation quantity” and a correction function Fc is equivalent to “the scattered radiation quantity/direct radiation quantity”. Therefore, it suffices to calculate Dm/(1+Fc) to remove the scattered radiation quantity and determine the direct radiation quantity.
The corrected projection data is generated by performing the correction processing using the above-described correction function along with the logarithmic conversion processing and Air correction processing.
The data processor 420 reconstructs the tomographic image by using the corrected projection data obtained in the step S703. The Feldkamp method or a successive approximate reconstruction method is used for the reconstruction of the tomographic image. The resultant tomographic image is displayed on the monitor 213 or the like and used for diagnosis of the object 110.
In conformity to the above-described process flow, the tomographic image is reconstructed from the projection data corrected with the correction function created according to the embodiment. Therefore, the occurrence of artifact can be suppressed even in the case where two detection elements 322L and 322R are disposed between the collimator plates 323. Further, the number of collimator plates 323 is decreased so that the direct radiation reduction by the collimator plates 323 can be suppressed. According to the embodiment, ineffective exposure can be reduced more than before.
It is noted that the number of the detection elements 322 disposed between the collimator plates 323 is not limited to two but three or more detection elements can be disposed therebetween.
The gaze angle θL and the gaze angle θR have the same value just as in the case of
The creation of correction function is performed based on the process flow shown in
In the first embodiment, the description is made on the creation of the correction function for the detection element by using the direct radiation quantity and the scattered radiation quantity determined for each of the positions of plural detection elements 322 disposed between the collimator plates 323. In this embodiment, description is made on the creation of a correction function by using detection data acquired at each position of each detection element 322 in combination with detection data acquired at a position complementary to the relevant position. A schematic configuration of an X-ray CT apparatus of this embodiment is the same as that of the first embodiment and hence, the description thereof is dispensed with.
In this embodiment, therefore, the difference of scattered radiation quantity is corrected by simulatively uniformizing the directions of the gaze to between the collimator plates 323 from the individual detection elements as the direction φM that forms angles of 90° to the element. Specifically, by taking advantage of the fact that the gaze directions φL and φR of the respective detection elements 322L and 322R are symmetrical, the detection data acquired by the detection element 322L is corrected with the detection data acquired by the detection element 322R.
In other words, the detection data acquired by the detection element 322L disposed at some position between the collimator plates 323 is corrected by using the detection data acquired by the detection element 322R disposed at a position complementary to the relevant position. The phase “complementary position” means that a direction of the gaze to between the collimator plates 323 from one detection element 322 is symmetrical to a direction of the gaze to between the collimator plates 323 from the other detection element 322″. For example, the detection element 322L and the detection element 322R are in a complementary positional relation while the detection element 322M disposed at the midpoint between the collimator plates 323 has no counterpart at the complementary position.
The gaze angle θM of the detection element 322M is larger than the gaze angle θL and θR of the detection elements 322L and 322R, as shown in
A process flow of the embodiment shown in
The data processor 420 acquires detection data DP of the detection element 322 disposed at a certain position P between the collimator plates 323. For instance, detection data 901 of a detection element 322L in a detection element group 322-2 is acquired.
The data processor 420 acquires detection data DPc of a detection element 322 disposed at a position Pc complementary to the position P. For instance, the data processor acquires detection data 902 of a detection element 322R in the detection element group 322-2 and in a complementary positional relation to the detection element 322L of the detection element group 322-2, and detection data 903 of a detection element 322R in the detection element group 322-1 and in the complementary positional relation to the detection element 322L of the detection element group 322-2. It is noted that plural detection elements 322 are disposed at positions Pc complementary to the position P. Although there are a plurality of detection elements 322 disposed at the position Pc commentary to the position P, for the purpose of computation reduction of the subsequent steps, it is preferred to select two detection elements 322 near the position P and to limitedly acquire the detection data of the two selected detection elements.
The data processor 420 corrects the detection data DP by using the detection data DPc. For instance, interpolation data 904 is calculated from the detection data 902 and the detection data 903. A mean value of the interpolation data 904 and the detection data 901 is calculated as correction data 905 for the detection element 322L of the detection element group 322-2. The interpolation data 904 is calculated by weighting addition based on a distance between the detection elements 322 and by using an equation {(detection data 902)+2×(detection data 903)}/3. The interpolation data is equivalent to detection data virtually acquired in the gaze direction φR of the detection element 322L of the detection element group 322-2.
The correction data 905 is a mean value of detection data pieces acquired by the detection element 322L of the detection element group 322-2 in the gaze directions φL and φR thereof. Hence, the gaze directions are uniformized as direction φM. The gaze directions are simulatively uniformized so that the difference in the scattered radiation quantity resulting from the different gaze directions is corrected. In
The same processing may be performed to correct the detection data 902 of the detection element 322R of the detection element group 322-2 and to calculate correction data 908. Specifically, interpolation data 907 is calculated by using an equation {(detection data 901)+2×(detection data 906)}/3 and a mean value of the interpolation data 907 and the detection data 902 is calculated as the correction data 908. Namely, the correction processing in this step can be expressed as a correction function DPcor using the following equation.
D
Pcor=(DP+DPcint)/2,
where DP denotes detection data at a relevant position; DPcint={(n−m−1)×DPc1+(m+1)×DPc2}/n where n denotes the number of detection elements 322 between the collimator plates 323; m denotes the number of detection elements 322 between the closest complementary position and the relevant position; DPc1 denotes detection data at the closest complementary position; and DPc2 denotes detection data at the second closest complementary position. In a case where the closest complementary position adjoins the relevant position, m=0.
The detection element 322M disposed at the midpoint between the collimator plates 323 has the gaze direction φM. Hence, detection data 909 acquired by the detection element 322M of the detection element group 322-2, for example, does not require the correction of this step and is expressed as DPcint=0.
The data processor 420 corrects the calculation result of the step S1003 based on the gaze angle. For instance, the difference of the scattered radiation quantity resulting from the different gaze angles is corrected by multiplying the calculated correction data 905 by a gaze angle ratio θM/θL.
By the above-described process flow, the detection data acquired at each of the positions of the plural detection elements 322 disposed between the collimator plates 323 is corrected by using the detection data acquired from the complementary position to the relevant position. Hence, the difference of the scattered radiation quantities caused by the different gaze directions of the respective detection elements 322 is corrected. Further, the difference of the scattered radiation quantities caused by the different gaze angles of the respective detection elements 322 is also corrected. Even in the case where the plural detection elements are disposed between the collimator plates, such correction processing can correct the difference of the scattered radiation quantities contained in the projection data so that the artifact on the tomographic image can be reduced.
The number of the detection elements 322 disposed between the collimator plates 323 is not limited to an odd number such as three but may be in an even number. In the case of an even number of detection elements 322 between the collimator plates as well, detection data acquired by a detection element 322 at a certain position P between the collimator plates 323 can be corrected by using detection data acquired by a detection element 322 disposed at a position Pc complementary to the relevant position P.
Now referring to
Now, description is made on steps of a procedure for correcting detection data 1101 of the detection element 322L2 of the detection element group 322-2. First, detection data 1102 of the detection element 322R2 in the detection element group 322-2 and in the complementary positional relation to the detection element 322L2 of the detection element group 322-2, and detection data 1103 of the detection element 322R2 of the detection element group 322-1 are acquired. The direction of the gaze to between the collimator plates 323 from the detection element 322L2 of the detection element group 322-2 is symmetrical to the gaze direction of the detection element 322R2 of the detection element group 322-2 and that of the detection element 322R2 of the detection element group 322-1. Next, interpolation data 1104 is calculated by weighting addition based on the distance between the detection elements 322 and by using the detection data 1102 and the detection data 1103. The detection element 322R2 of the detection element group 322-1 is the closest to and in complementary positional relation to the detection element 322L2 of the detection element group 322-2. Since these elements adjoin each other, m=0. Hence, the interpolation data is calculated using the equation (Interpolation data 1104)={(4−0−1)×(detection data 1103)+(0+1)×(detection data 1102)}/4. Then, a mean value of the interpolation data 1104 and the detection data 1101 is calculated as correction data 1105.
Similarly, description is made on steps of a procedure for correcting detection data 1106 of the detection element 322R1 of the detection element group 322-2. First, detection data 1107 of the detection element 322L1 in the detection element group 322-2 and in the complementary positional relation to the detection element 322R1 of the detection element group 322-2, and detection data 1108 of the detection element 322L1 of the detection element group 322-3 are acquired. Next, interpolation data 1109 is calculated by applying the detection data 1107 and the detection data 1108 in an equation {(4−0−1)×(detection data 1107)+(0+1)×(detection data 1108)}/4. Then, a mean value of the interpolation data 1109 and the detection data 1106 is calculated as correction data 1110.
Incidentally, the gaze angle of the detection element 322L1 and of the detection element 322R1 is larger than the gaze angle of the detection element 322L2 and of the detection element 322R2. It is therefore preferred to correct the correction data 1110 of the detection element 322R1 based on the gaze angle.
Now referring to
Now, description is made on steps of a procedure for correcting detection data 1201 of the detection element 322L1 of the detection element group 322-2. First, detection data 1202 of the detection element 322R1 in the detection element group 322-2 and in a complementary positional relation to the detection element 322L1 of the detection element group 322-2, and detection data 1203 of the detection element 322R1 of the detection element group 322-1 are acquired. The direction of the gaze to between the collimator plates 323 from the detection element 322L1 of the detection element group 322-2 is symmetrical to the gaze direction of the detection element 322R1 of the detection element group 322-2 and that of the detection element 322R1 of the detection element group 322-1. Next, interpolation data 1204 is calculated by weighting addition based on the distance between the detection elements 322 and using the detection data 1202 and the detection data 1203. The detection element 322R1 of the detection element group 322-2 is the closest to and in the complementary positional relation to the detection element 322L1 of the detection element group 322-2 and hence, m=1. Therefore, the interpolation data is calculated using the equation (Interpolation data 1204)={(5−1−1)×(detection data 1202)+(1+1)×(detection data 1203)}/5. Then, a mean value of the interpolation data 1204 and the detection data 1201 is calculated as correction data 1205. Correction data for the other detection elements 322 is calculated in the same way.
The plural embodiments of the present invention have been described as above. The present invention is not limited to the above embodiments, and the components thereof may be changed or modified without departing from the spirit and scope of the present invention. Some of the components disclosed herein may be combined as needed. Further, some of all the components illustrated by the above embodiments may be omitted.
100: X-ray CT apparatus, 110: object, 200: input/output section, 211: mouse, 212: keyboard, 213: monitor, 300: scanning section, 310: X-ray generator, 311: X-ray tube, 312: X-ray irradiation width controller, 320: X-ray detector, 322: detection element, 323: collimator plate, 330: gantry, 331: aperture, 332: rotating plate, 333: rotation driver, 340: scanning control unit, 341: X-ray controller, 342: gantry controller, 343: detector controller, 345: table controller, 346: integrated controller, 350: table, 400: image generation section, 410: data acquisition portion, 420: data processor, 421: central processing unit, 422: memory, 423: HDD, 901: detection data, 902: detection data, 903: detection data, 904: interpolation data, 905: correction data, 906: detection data, 907: interpolation data, 908: correction data, 909: detection data, 1101: detection data, 1102: detection data, 1103: detection data, 1104: interpolation data, 1105: correction data, 1106: detection data, 1107: detection data, 1108: detection data, 1109: interpolation data, 1110: correction data, 1201: detection data, 1202: detection data, 1203: detection data, 1204: interpolation data, 1205: correction data.
Number | Date | Country | Kind |
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2018-130538 | Jul 2018 | JP | national |