Patent Application
20220346739
The entire disclosure of Japanese Patent Application No. 2021-076009 filed on Apr. 28, 2021 is incorporated herein by reference in its entirety.
The present disclosure relates to a dynamic imaging quality control device, a storage medium storing a dynamic imaging quality control program, and a dynamic imaging quality control method.
Various techniques have been proposed for carrying out quality control (QC) and quality assurance (QA) of still image radiography.
For example, JP2008-283531A discloses a radiographic image reading system that performs arithmetic processing with image data obtained by radiographing a QC phantom. Through the processing, the system evaluates accuracy of displayed dimension, linearity, clarity, and so forth to determine whether the evaluation results of these evaluation items exceed their respective thresholds. On the basis of the determination, the system determines whether the respective evaluation items are “PASS” or “FAIL”.
Further, “The Simple Check QC: Quality Control Program for Computed Radiography”, Tsuyoshi Haraguchi et al, KONICA MINOLTA TECHNOLOGY REPORT Vol. 6, pp. 69-72, 2009, discloses a QC program. According to the program, a QC phantom is imaged; all examination items including detector response are analyzed by automatic computing; decisions are made whether the computed values are within a control range; and a user is notified of the judgement result.
Recently, various devices have been developed for performing dynamic imaging, in which a subject is continuously irradiated with radiation to obtain a dynamic image consisting of multiple frame images.
Like still imaging, it is preferable that dynamic imaging maintain a certain quality level to prevent problems such as misdiagnosis by doctors, increased burdens on radiologists, and retaking of images that leads to an increase in exposure dose of patients. However, QC and QA of dynamic imaging, which is rather a new technology in medical fields, has not been fully researched and developed.
For example, periodic QC after the delivery of an imaging device is often done manually and individually by radiologists. As the information regarding QC of dynamic imaging ranges widely as compared with that of still imaging, QC of dynamic imaging requires improvement in its operational efficiency.
Dynamic imaging consecutively obtains multiple frame images, whereas still imaging obtains only a single frame image. Dynamic imaging therefore requires longer irradiation time, which may lead to insufficient cooling of a radiation source. The unreleased heat may increase the temperature of the radiation source.
As the temperature of the radiation source increases, the radiation dose emitted by the radiation source increases/decreases (changes) with the passage of time. As a result, the pixel values read by the radiation detector on the basis of the radiation dose increase/decrease.
Although such typical issues may occur in dynamic imaging, checking the quality of every frame image requires too much time because one dynamic image may consist of several hundred frame images.
One idea is that the still imaging QC is applied to dynamic imaging. For example, dynamic imaging QC may target an average image that is obtained by averaging multiple frame images constituting a dynamic image.
Such QC, however, may not correctly evaluate low contrast resolution (ability to differentiate objects with different levels of radiation absorption), for example.
Specifically, in consideration of safety, low contrast resolution should be evaluated on the basis of the minimum value but not on the average value. However, when multiple frame images are averaged, noise components are also averaged and the minimum value cannot be obtained.
When images obtained by dynamically imaging a dynamic phantom are used for QC, the average image contains image lag of metal discs 62b and character plates 62c arranged on a movable member 62 of the dynamic phantom 6, as shown in
The present invention has been conceived in view of the above issues. An object of the present invention is to appropriately perform quality control of dynamic imaging in which multiple frame images are obtained.
To achieve the above object, according to an aspect of the present invention, there is provided a dynamic imaging quality control device that performs quality control of dynamic imaging in which a dynamic state of a subject is imaged by irradiating the subject with radiation, the device including a hardware processor that:
determines a target frame image as a target of quality control from among multiple frame images constituting a dynamic image obtained by the dynamic imaging;
generates quality information regarding quality of the dynamic imaging by using the determined target frame image; and
outputs the quality information.
According to another aspect of the present invention, there is provided a non-transitory computer-readable storage medium storing a dynamic imaging quality control program for performing quality control of dynamic imaging in which a dynamic state of a subject is imaged by irradiating the subject with radiation, the program causes a computer to:
determine a target frame image as a target of quality control from among multiple frame images constituting a dynamic image obtained by the dynamic imaging,
generate quality information regarding quality of the dynamic imaging by using the determined target frame image, and
output the quality information.
According to another aspect of the present invention, there is provided a dynamic imaging quality control method for performing quality control of dynamic imaging in which a dynamic state of a subject is imaged by irradiating the subject with radiation, the method including:
determining a target frame image as a target of quality control from among multiple frame images constituting a dynamic image obtained by the dynamic imaging;
generating quality information regarding quality of the dynamic imaging by using the determined target frame image; and
outputting the quality information.
The advantages and features provided by one or more embodiments of the invention will become more fully understood from the detailed description given hereinbelow and the appended drawings which are given by way of illustration only, and thus are not intended as a definition of the limits of the present invention, wherein:
Hereinafter, one or more embodiments of the present invention will be described with reference to the drawings. The scope of the present invention is not limited to the following embodiment or illustrated examples.
The schematic configuration of a radiographic imaging system (hereinafter, system 100) according to an embodiment is described.
The system 100 includes a radiation detector (hereinafter, detector 1) and a dynamic imaging QC device (hereinafter, QC device 2), as shown in
The system 100 according to this embodiment also includes a radiation generation device 3 and a console 4.
The devices 1 to 4 can communicate with each other via a communication network N (e.g., local area network (LAN), wide area network (WAN), the internet), for example.
The system 100 may also communicate with a not-illustrated hospital information system (HIS), radiology information system (RIS), picture archiving and communication system (PACS), and dynamic analysis devices.
The radiation generation device 3 includes a generator 31, an irradiation instruction switch 32, and a radiation source 33.
The radiation generation device 3 may be installed in a radiography room, or the radiation generation device 3 and the console 4 may constitute a movable device called a mobile medical vehicle.
The generator 31 applies a voltage corresponding to predetermined imaging conditions to the radiation source 33 (tube) in response to the irradiation instruction switch 32 being manipulated. The imaging conditions include: conditions concerning a subject S, such as the imaging region, imaging direction, and physique of the subject S; and conditions concerning irradiation of radiation X, such as tube voltage, tube current, irradiation time, current-time product (mAs value), for example.
When the generator 31 applies a voltage to the radiation source 33, the radiation source 33 generates radiation X (e.g, X-rays) with a dose corresponding to the applied voltage.
The radiation source 33 is movable in the X-axis direction (irradiation direction, right-left direction in
The generation device 3 generates such radiation X that corresponds to the type of radiographic image (still image or dynamic image consisting of multiple frame images) to be generated.
In generating a still image, the generation device 3 emits radiation X only once in response to the irradiation instruction switch 32 being pressed once.
In generating a dynamic image, in response to the irradiation instruction switch 32 being pressed once, the generation device 3 repeats emission of pulse radiation X multiple times per predetermined period of time (e.g., 15 times per second) or continues emission of the radiation X for a predetermined period of time.
In the present disclosure, “continuously emit radiation” includes continuous emission in which radiation is continuously emitted, and pulse emission in which radiation is intermittently emitted.
The detector 1 includes a sensor substrate, a scanning circuit, a reading circuit (hereinafter, reading out integrated circuit: ROIC), a controlling part, and a communication part, which are not illustrated. The sensor substrate includes radiation detecting elements and switch elements that are arranged two-dimensionally (in a matrix). The radiation detecting elements generate electric charges corresponding to the dose of the received radiation X. The switch elements accumulate and discharge the electric charges. The scanning circuit switches on and off each switch element. The ROIC reads the amount of electric charges discharged from the respective pixels as pixel values. The controlling part generates a radiographic image from the pixel values read by the ROIC. The communication part sends data of the generated radiographic image, various signals, and so forth to the outside and receives various kinds of information and signals.
The detector 1 accumulates/discharges the electric charges and reads signal values in synchronization with irradiation by the generation device 3. The detector 1 thus generates a radiographic image corresponding to the dose of the emitted radiation X.
In generating a still image, the detector 1 generates a radiographic image only once in response to the irradiation instruction switch 32 being pressed once.
In generating a dynamic image, the detector 1 generates a frame image constituting the dynamic image multiple times per a predetermined period of time (e.g., 15 times per second) in response to the irradiation instruction switch 32 being pressed once.
The detector 1 may store and transfer the generated dynamic image in the form of image data, or may display the dynamic image in real time on a display connected to the detector 1.
For example, in fluoroscopy, images are displayed in real-time.
The console 4 sets various imaging conditions (tube voltage, tube current, irradiation time (milliampere-second value), imaging region, imaging direction, etc.) in at least either the detector 1 or the radiation generation device 3.
The console 4 may be a personal computer (PC) or a dedicated device.
The console 4 sets the imaging conditions on the basis of imaging order information obtained from other system(s) (HIS, RIS, etc) or according to operation of a user (e.g., radiologist).
The QC device 2 performs quality control of dynamic imaging.
“Dynamic imaging” refers to taking images of the dynamic state of the subject S by continuously irradiating the subject S with radiation.
“Dynamic imaging” includes taking a moving image but does not include taking a still image while displaying a moving image.
“Dynamic image” includes a moving image but does not include an image obtained by taking a still image while displaying a moving image.
The target of quality control by the QC device 2 is at least part of a series of operations (execution of a program) of the system 100 in dynamic imaging. Specifically, the target of quality control is at least one of the following operations: emission of radiation X by the radiation generation device 3; generation of a dynamic image by the detector 1; transfer of the dynamic image between the devices; analysis by a dynamic analysis device; and storage of the dynamic image in a data storage (a cloud server, PACS, etc.).
Quality control (QC) includes not only the quality control by periodic quality checks after the device is delivered but also the quality assurance at the time the device is delivered.
The QC device 2 may be a PC or a dedicated device.
Although the QC device 2 and the console 4 are separately provided in the system 100 in
When the system 100 includes a not-illustrated dynamic analysis device or a PACS, these devices may be integrated with the QC device 2.
The QC device 2 is described later in detail.
In quality control by the QC device 2, a QC phantom (hereinafter, phantom 5) may be used. That is, the phantom 5 may be the subject S of the system 100.
As exemplified in
The multiple kinds of evaluation members according to this embodiment are metal discs 52a to 52c, an edge pattern 53, a step wedge 54, and jitters 55a, 55b.
The metal discs 52a to 52c each consist of a round metal plate.
The metal that forms the metal discs 52a to 52c includes copper, for example.
The metal discs 52a to 52c are positioned at the three corners of the board 51.
The edge pattern 53 consists of a metal plate that has sharp edges.
The metal that forms the edge pattern 53 includes tungsten, for example.
The edges of the edge pattern 53 are slightly angled with respect to a side of the board 51.
The step wedge 54 includes multiple (e.g., four) rectangular metal plates 54a to 54d that have different thicknesses.
The metal that forms the metal plates 54a to 54d includes copper, for example.
The metal plates 54a to 54d are arranged such that the thickness gradually increases or decreases.
The jitters 55a, 55b each consist of a rectangular metal (e.g., copper) plate that has linear edge parts.
A long side of the jitter 55a extends along one side of the board 51, and a long side of the jitter 55b extends along a different side of the board 51 that is orthogonal to the one side.
Although the phantom 5 herein has four kinds of evaluation members, the phantom 5 may have less than or more than four kinds of evaluation members.
Further, although one phantom 5 is used for quality control, multiple phantoms on which different evaluation members are arranged may be used for quality control.
In quality control by the QC device 2, a QC dynamic phantom (hereinafter, dynamic phantom 6) may be used. That is, the dynamic phantom 6 may be the subject S of the system 100.
As shown in
The movable part 62 according to this embodiment includes a radiolucent disc 62a (e.g., acrylic board), metal discs 62b, and character plates 62c.
The metal discs 62b each consist of a round metal plate.
The metal that forms the metal discs 62b includes copper, for example.
The metal discs 62b are arranged along the contour at the end part of the disc 62a at regular intervals.
The character plates 62c each consist of a metal plate in the shape of a number (e.g., 1 to 6). The number of character plates 62c is equal to the number of metal discs 62b.
The metal that forms the character plates 62c includes copper, for example.
The character plates 62c are arranged closer to the center than the end part of the disc 62a at regular intervals such that the character plates 62c correspond to the metal discs 62b.
Although the movable part 62 of the dynamic phantom 6 exemplified herein is rotatable, the movable part 62 may be reciprocated.
The character plates 62c may be in the shape of alphabets or other characters.
The system 100 configured as described above operates as follows.
First, the subject S (diagnosis target region of the subject) is positioned between the radiation source 33 of the generation device 3 and the detector 1 that are arranged to face each other with a space inbetween. The generation device 3 irradiates the subject S with the radiation X. The detector 1 generates a radiographic image (still image or dynamic image) that shows the diagnosis target region, and sends data of the image to at least one of the QC device 2 and the console 4.
In performing quality control, the radiation generation device 3 irradiates the phantom 5/6 positioned between the radiation source 33 and the detector 1. The detector 1 generates an image for quality control (either still image or dynamic image, hereinafter a QC image) and sends the QC image data to the QC device 2.
When receiving the QC image data, the QC device 2 performs a dynamic imaging QC process (described later in detail) and outputs dynamic imaging quality information (described later in detail).
Next, the QC device 2 of the system 100 is described in detail.
As shown in
These parts 21-25 are electrically connected via a bus, for example.
The controller 21 includes a central processing unit (CPU) and a random access memory (RAM), for example.
The CPU of the controller 21 reads various programs stored in the storage 22, loads the programs into the RAM, and performs various processes in accordance with the loaded programs. The CPU of the controller 21 thus centrally controls operations of the components of the QC device 2.
The storage 22 includes a nonvolatile memory or a hard disk, for example.
The storage 22 stores various programs including the dynamic imaging QC program to be executed by the controller 21 and parameters necessary for executing the programs.
The storage 22 may be able to store image data of radiographic images obtained from other devices.
The communication unit 23 includes a communication module.
The communication unit 23 sends and receives various kinds of signals and data to and from other devices (e.g., detector 1, console 4) wirelessly or through wires over the communication network N (e.g., local area network (LAN), wide area network (WAN), the internet).
The display 24 displays various contents for diagnosis by the user.
The display 24 includes a liquid crystal display (LCD), an electronic luminescent display (ELD), or a cathode ray tube (CRT), for example.
The display 24 displays radiographic images corresponding to image signals received from the controller 21.
The operation receiver 25 is an operation tool operable by the user.
The operation receiver 25 includes a keyboard having cursor keys, number keys, and various function keys, a pointing device such as a mouse, and a touchscreen layered on the surface of the display 24.
The operation receiver 25 outputs control signals corresponding to the user's operation to the controller 21.
The QC device 2 may not include the display 24 and the operation receiver 25. For example, the QC device 2 may receive control signals from an input device separate from the QC device 2 and output image signals to a display (monitor) separate from the QC device 2 via the communication unit 23.
When any other device (e.g., console 4) includes a display and an operation receiver, the QC device 2 may receive control signals from the operation receiver of the other device and output image signals to the display of the other device. That is, the display and operation receiver may be shared among the devices.
The controller 21 of the QC device 2 configured as described above performs the dynamic imaging QC process exemplified in
Examples of the predetermined condition include: the QC device 2 being turned on; image data being obtained from any of other devices; control signals being received from other devices; and a predetermined operation being made with the operation receiver 25 (e.g., operation to start the dynamic imaging QC process, operation to select the QC check).
In the dynamic imaging QC process, the controller 21 firstly performs an obtainment step (Step S1).
In the obtainment step, the controller 21 obtains image data corresponding to the contents of the quality check to be performed.
For example, the controller 21 obtains image data of any one of the following: a QC image obtained by dynamic imaging of the phantom 5, a QC image obtained by dynamic imaging of a phantom that includes an evaluation member corresponding to the contents of the quality check to be performed, a QC image obtained by dynamic imaging of the dynamic phantom 6, or a solid image obtained by dynamic imaging without the subject S.
In the obtainment step according to this embodiment, the controller 21 receives image data through the communication unit 23.
In the obtainment step, the controller 21 may retrieve the image data from the storage 22 or other media.
In the obtainment step, the controller 21 may obtain the image data of medical images obtained by dynamically imaging an actual examinee as the subject S.
The controller 2 does not need to perform the obtainment step in the dynamic imaging QC process in a case where the controller 2 starts the dynamic imaging QC process in response to obtaining the image data.
After obtaining the image data, the controller 21 performs a generation step (Step S2).
In the generation step, the controller 21 determines a target frame image(s) of quality control among frame images constituting the dynamic image, which is obtained by dynamic imaging, and generates information regarding quality of dynamic imaging (hereinafter called quality information) by using the determined frame image.
The quality information includes at least one of the following: information indicating low contrast resolution of the dynamic image; information indicating streaks; and information indicating unevenness.
The quality information in this embodiment further includes at least one of the following: information indicating at least either ROIC block unevenness or differences in pixel values at the boundary of sensor substrates (hereinafter called pixel value differences); information indicating whether a motion artifact(s) is present; and information indicating fall response of the radiation X.
The quality information is output in the form of at least one of the following: a value(s) indicating the quality, an image(s) showing the quality, and the result of evaluating the quality (e.g., PASS or FAIL).
In the generation step of this embodiment, the controller 21 firstly determines a target frame image of quality control (hereinafter called target frame image F). The target frame image F is used to generate the quality information (Step S21).
Specifically, the controller 21 receives selection of a specific frame image(s) from the user through the operation receiver 25. The controller 21 then determines the target frame image F from among multiple frame images on the basis of the selection received through the operation receiver 25.
Assume that the user selects the specific frame image from at least one of the first frame image and the last frame image. In the case, the controller 21 may determine, as the target frame image F, at least one frame image except the selected specific frame image. For example, the target frame image(s) F may be all the frame images except the first frame image, all the frame images except the last frame image, or all the frame images except the first and last frame images.
Assume that the user selects a middle frame image (e.g., image with a serial number closest to the median) as the specific frame image. In the case, the controller 21 may determine at least one frame image including the selected specific frame image as the target frame image F. For example, the target frame images F may be: the middle frame image and several images immediately before and after the middle frame image; or the middle frame image and several frame images thereafter (e.g., frame images from the middle to the last).
Assume that the user selects the former half of the entire frame images as the specific frame images. In the case, the controller 21 may determine the first 30% of the entire specific frame images as the target frame images F.
The frame images used in generating the quality information are thus narrowed. This can shorten the time required for the subsequent process and reduce image data size.
The radiation X, which is generated by the generation device 3, becomes stable in the latter half of dynamic imaging. By setting the frame images from the middle to the end as the target frame images F, the controller 21 can stably perform operation for generating the quality information.
In the generation step, the controller 21 may determine, as the target frame image F, a frame image that meets a certain criterion from among multiple frame images.
Specifically, the controller 21 may determine the target frame image(s) F from among the frame images taken with a dose equal to or lower than a specific dose (especially the frame image taken with the lowest dose). This is because the images taken with lower doses conspicuously show the level of contrast resolution, streaks, and ROIC block unevenness.
When the specific criterion specifies that the first frame image is not used, the controller 21 may determine the first 10% to 30% of frame images except the first frame image as the target frame images F.
In the generation step, the controller 21 may determine one target frame image F.
In the generation step, the controller 21 may not receive selection of the specific frame image by the user, as necessary.
The controller 21 may automatically determine the target frame image F. Alternatively, the controller 21 may receive information regarding the target frame image F from the user via the operation receiver 25 and determine the target frame image(s) F on the basis of the received information (i.e., the user may manually determine the target frame image F).
The information regarding the target frame image F includes at least one of the following: the frame number of the target frame image F, quality check item(s) (e.g., low contrast resolution), dose in imaging, and usage of the phantom 5 or the dynamic phantom 6.
In the case, the operation receiver 25 serves as the receiver.
In the generation step of this embodiment, the controller 21 sets a partial region R together with or before/after determination of the target frame image F (Step 22).
When the image data obtained in the obtainment step is a QC image obtained by dynamic imaging of the phantom 5, the controller 21 sets, as the partial region R, the region in the QC image showing the evaluation member corresponding to the quality check to be performed.
For example, in checking low contrast resolution, the controller 21 sets the region of the metal discs 52a to 52c in the QC image as the partial region R.
When the image data obtained in the obtainment step is a QC image obtained by dynamic imaging of the dynamic phantom 6, the controller 21 sets the region of the movable part 62 in the QC image as the partial region R.
The controller 21 may set the partial region R automatically or according to the manipulation of the operation receiver 25 by the user.
When medical images are obtained in the obtainment step, the controller 21 may set, as the partial region R, the region to which a doctor pays attention (i.e., region of interest (ROI) that is required to have a certain level image quality) or the factors affecting the image quality (e.g., ROIC blocks).
The partial region R does not need to be set in a case where the QC image obtained in the obtainment step shows only one evaluation member in its whole frame images or a case where a solid image is obtained in the obtainment step and the controller 21 has sufficient processing power (i.e., the controller 21 can perform arithmetic processing targeting all the pixels of every frame).
In the dynamic imaging QC process of this embodiment, the controller 21 sets the partial region R and then generates quality information using the determined one target frame image F, which may include noise in its pixel values (Step 23).
[Low Contrast Resolution]
For example, assume that information indicating low contrast resolution is generated as the quality information. Specifically, assume that a QC image is obtained in the obtainment step and, in the target frame image F of the obtained QC image, the region of the metal discs 52a to 52c is set as the partial region R. In the case, the controller 21 calculates the contrast ratio of the partial region R set in one target frame image F, as exemplified in
The controller 21 may also generate an image corresponding to the calculated contrast ratio or determine whether the calculated contrast ratio indicates a sufficient level of low contrast resolution, as necessary.
In the case, the controller 21 may average the contrast ratio among frame images. That is, the controller 21 generates the quality information using at least two frame images.
Assume that information indicating presence or absence of a streak in one frame image is generated as the quality information. In the case, the controller 21 obtains the pixel value profile in the direction orthogonal to the direction in which the streak extends. The controller 21 then performs frequency analysis, amplitude analysis, standard deviation (SD) analysis, or other methods to determine whether the pixel values change.
In the case, the controller 21 may average the analysis result of the pixel value profile among frame images. That is, the controller 21 generates the quality information using at least two frame images.
The controller 21 can also detect the presence of electromagnetic noise or streaks caused by disturbance by using the same technique for detecting the above-described presence of streaks.
One sensor substrate of the detector 1 may include multiple ROICs that read signal values of different rows. With such a detector 1, pixel values may differ between rows (ROIC block unevenness) owing to different characteristics between the ROICs.
The detector 1 may also include multiple sensor substrates. As the multiple sensor substrates have their respective ROICs, pixel values may differ at the boundaries of the sensor substrates (pixel value differences).
Assume that information indicating the presence of at least either the ROIC block unevenness or pixel value differences is generated as the quality information. Specifically, assume that an unexposed image (frame image generated after a while from the start of obtaining a dark image for offset correction) is obtained in the obtainment step. Such an image conspicuously shows ROIC block unevenness. In the case, the controller 21 obtains the pixel value profile of the target frame image F in the direction orthogonal to the direction of signal lines of the sensor substrate connected to the ROIC.
From the obtained pixel value profile, ROIC block unevenness is detected.
Pixel value differences can also be detected by using the same technique for detecting the ROIC block unevenness.
Frame images of a dynamic image affected by motion artifacts show a deformed shape of the subject S. For example, when the subject S is the dynamic phantom 6, the round movable part 62 is shown as an oval shape in the images.
Assume that information indicating the presence of motion artifacts is generated as the quality information. In the case, the controller 21 measures/calculates values indicating the shape of the movable part 62 of the dynamic phantom 6 (e.g., longitudinal and lateral diameters or the ratio between these diameters).
The controller 21 may also generate an image corresponding to the measured value and determine whether the measured value indicates image deformation, as necessary.
Assume that information indicating the presence of image lag is generated as the quality information. In the case, the controller 21 identifies the region in one frame image at the same coordinates as the movable part 62 of the dynamic phantom 6 in the frame image immediately before the one frame image, on the basis of the movable part 62 shown in the one frame image, motion speed of the dynamic phantom 6, and frame rate, for example. The controller 21 then calculates the ratio between the pixel values of the identified region and pixel values around the identified region.
The controller 21 may also generate an image corresponding to the calculated ratio and determine whether the calculated ratio indicates presence of image lag, as necessary.
When radiation X falls slowly (i.e., radiation shows large/high wave tail), the pixel value profile in the signal line direction of the first frame image shows uneven densities.
Assume that information indicating the fall response of radiation X is generated as the quality information (the first frame image is obtained in the obtainment step). In the case, the controller 21 obtains the pixel value profile of the target frame image F.
The controller 21 then determines whether the obtained pixel value profile is similar to the pixel value profile of the last frame image.
For example, assume that information indicating linearity of pixel values read by the detector 1 is generated as the quality information. Specifically, assume that a QC image is obtained in the obtainment step and the region showing the step wedge 54 in the obtained QC image is set as the partial region R. In the case, the controller 21 calculates average information (average values) on the average of pixel values of corresponding regions among at least two target frame images F, as shown in
On the basis of the calculated average information, the controller 21 calculates values indicating linearity between radiation doses that pass through the respective metal plates 54a to 54d of the step wedge 54 and pixel values of the regions showing the respective metal plates 54a to 54d.
The controller 21 may also generate an image corresponding to the calculated values and determine whether the calculated values indicate sufficient linearity, as necessary.
Assume that information indicating evenness of pixel values read by the detector 1 is generated as the quality information. Specifically, assume that a QC image is obtained in the obtainment step and the region showing the edge pattern 53 in the obtained QC image is set as the partial region R. In the case, the controller 21 calculates average information (average values) on the average of pixel values of corresponding regions among at least two target frame images F, as shown in
On the basis of the calculated average information, the controller 21 calculates a value(s) indicating variations of pixel values of pixels constituting the region showing the edge pattern 53.
The controller 21 may also generate an image corresponding to the calculated value and determine whether the calculated value indicates sufficient evenness, as necessary.
When the quality information generated in the generation step indicates that a required quality level is not met, the controller 21 may generate at least either a check item(s) regarding the quality information indicating that a required quality level is not met or the reason why such quality information was generated.
To generate the check item, the controller 21 may refer to a table that is stored in the storage 22 beforehand and that shows the correlation between quality information indicating that a required quality level is not met and check items (possible factors). Alternatively, a machine learning model may be prepared that has learned quality information as inputs and check items as outputs. The generated quality information indicating that the required quality level is not met may be input to the machine learning model to generate the check item.
The controller 21 in this embodiment serves as a generation unit that performs the above-described generation step.
The generation step performed by the controller 21 corresponds to generating the quality information regarding the quality of dynamic imaging in the dynamic imaging QC method.
After generating the quality information, the controller 21 performs an output step (Step S3).
In the output step, the controller 21 outputs the generated quality information.
In the output step of this embodiment, the controller 21 displays the quality information (e.g., values, images, determination results) on the display 24.
In the output step, the controller 21 may send the quality information to another device (e.g., the console 4, a terminal device, a printer) so that the other device displays/prints out the quality information.
When the QC device 2 includes a unit for writing information on a recording medium, the controller 21 may write the quality information on the recording medium in the output step.
In the output step, the controller 21 may output the quality information generated in the past generation step, which was performed before the most recent generation step.
In the case, the controller 21 may output the most recent quality information and the past quality information together (e.g., as a graph).
This makes it possible to easily check whether the state of the system 100 has changed between quality checks performed at different timings
In the output step, the controller 21 may output an alert when determining that the quality has decreased by a certain level or more on the basis of the comparison between the past quality information and the most recent quality information.
Assume that the controller 21 (i) generates the quality information indicating that a required quality level is not met in the generation step and (ii) generates at least either a check item regarding the quality information indicating that a required quality level is not met or the reason why such quality information was generated. In the case, the controller 21 may output at least either the check item or the reason in the output step.
Assume that all or part of the quality information generated in the generation step indicates that the required quality level is met. In the case, in the output step, the controller 21 may output information that dynamic imaging is available.
Thus, the controller 21 can prevent the user from performing dynamic imaging when at least part of the system 100 has a problem.
The controller 21 in this embodiment serves as an output unit that performs the above-described output step.
The output step, which is performed by the controller 21, corresponds to outputting the quality information regarding the quality of dynamic imaging in the dynamic imaging QC method.
As described above, according to this embodiment, the QC device 2 or the system 100 including the QC device 2 in the above embodiment performs quality control of dynamic imaging for capturing a dynamic state of the subject S by continuously irradiating the subject S with radiation. The QC device 2/system 100 includes the controller 21 (hardware processor, generation unit, output unit). The controller 21 determines a target frame image as a target of quality control from among multiple frame images constituting a dynamic image obtained by the dynamic imaging. The controller 21 generates quality information regarding quality of the dynamic imaging by using the determined target frame image. The controller 21 outputs the quality information.
Such a QC device 2/system 100 can appropriately perform quality control of dynamic imaging, in which multiple frame images are obtained.
Naturally, the above embodiment does not limit the present invention and can be appropriately modified without departing from the scope of the present invention.
For example, although the QC device 2 or the system 100 in the above embodiment performs only quality control of dynamic imaging, they may perform quality control of both still imaging and dynamic imaging.
Further, in the above embodiment, the QC device 2 performs the generation step and output step. However, when the system 100 includes a dynamic analysis device, the dynamic analysis device may perform the generation step, and the QC device 2 may perform the output step on the basis of the analysis result.
Further, in the above description, a hard disk and a semiconductor nonvolatile memory are disclosed as computer readable media for storing the program of the present invention. However, these examples do not limit the present invention. As other computer readable media, a portable storage medium, such as a CD-ROM, can be used. A carrier wave is also applicable as a medium for providing the program data of the present invention via a communication line.
The disclosed embodiment is made for purposes of illustration and example only and not limitation. The scope of the present invention should be interpreted by terms of the appended claims.
| Number | Date | Country | Kind |
|---|---|---|---|
| 2021-076009 | Apr 2021 | JP | national |
