Method and apparatus for obtaining elasticity information about region of interest by using shear wave
10426439 ยท 2019-10-01
Assignee
Inventors
- Dong-geon Kong (Hwaseong-si, KR)
- Jun-Ho PARK (Hwaseong-si, KR)
- Ji-young Park (Yongin-si, KR)
- Hyoung-ki Lee (Seongnam-si, KR)
- Ki-wan Choi (Anyang-si, KR)
Cpc classification
G01S7/52042
PHYSICS
A61B8/5223
HUMAN NECESSITIES
G01S7/52022
PHYSICS
G01S7/52071
PHYSICS
A61B8/485
HUMAN NECESSITIES
A61B8/5207
HUMAN NECESSITIES
International classification
Abstract
A probe irradiates an ultrasound wave to an object to induce a shear wave and first elasticity information is obtained according to a first calculating scheme. An internal region of interest of the object is set based on shear modulus values included in the first elasticity information. Second elasticity information is obtained based on the shear wave induced to the internal region of interest, according to a second calculating scheme. Accurate elasticity information is acquired by using the first and second elasticity information to obtain third elasticity information from which an elastography image is generated for display to a user.
Claims
1. A method comprising: obtaining, by at least one processor, first elasticity information by transmitting a plane ultrasound wave to a tissue disposed in an area of an object on which a first shear wave is induced; setting, by the at least one processor, an internal region of interest (ROI) within the area of the object to a region of the tissue within the area of the object having the first elasticity information greater than a predetermined threshold value; obtaining, by the at least one processor, second elasticity information by transmitting an ultrasound wave that forms a focal point at a portion of the ROI on which a second shear wave is induced; combining, by the at least one processor, the first elasticity information and the second elasticity information; obtaining, by the at least one processor, third elasticity information of the ROI based on the combination of the first elasticity information and the second elasticity information; and generating, by the at least one processor, an elastography image with respect to the ROI, based on the third elasticity information.
2. The method of claim 1, wherein the obtaining of first elasticity information comprises: receiving an echo signal of the plane ultrasound wave which is transmitted to the object; performing beamforming of the echo signal, and calculating a displacement of the first shear wave induced to the object by using the beamformed signal; and determining a velocity of the first shear wave induced to the object by using the calculated displacement.
3. The method of claim 2, wherein the plane ultrasound wave comprises an ultrasound wave that does not form a focal point in a region corresponding to the object.
4. The method of claim 2, wherein the determining comprises determining the velocity of the first shear wave induced to the object by using a wave equation, including the displacement, or by using a change amount of the displacement based on time.
5. The method of claim 1, wherein the obtaining of second elasticity information comprises: receiving an echo signal of the ultrasound wave which is transmitted to the ROI; performing beamforming of the echo signal to form at least one or more scan lines, and calculating a displacement of the second shear wave induced to the ROI by using the beamformed signal; and determining a velocity of the second shear wave induced to the ROI by using the calculated displacement.
6. The method of claim 5, wherein the determining comprises determining the velocity of the second shear wave induced to the ROI by using a wave equation, including the displacement, or by using a change amount of the displacement based on time.
7. The method of claim 1, wherein the obtaining of third elasticity information comprises obtaining the third elasticity information by using a velocity of the first shear wave and a standard deviation of the velocity in the ROI among a plurality of elasticity values included in the first elasticity information and a velocity of the second shear wave and a standard deviation of the velocity in the ROI among a plurality of elasticity values included in the second elasticity information.
8. The method of claim 1, further comprising calculating confidence scores of elasticity values included in the first elasticity information and confidence scores of elasticity values included in the second elasticity information.
9. A non-transitory computer-readable storage medium which stores a program, that when executed, implements the method of claim 1.
10. An apparatus comprising: at least one memory configured to store instructions; and at least one processor configured to execute the stored instructions: to obtain first elasticity information by transmitting a plane ultrasound wave to a tissue disposed in an area of an object on which a first shear wave is induced, to set an internal region of interest (ROI) within the area of the object, based on the first elasticity information, by setting the internal ROI to a region of the tissue within the area of the object having the first elasticity information greater than a predetermined threshold value, to obtain second elasticity information by transmitting an ultrasound wave that forms a focal point at a portion of the ROI on which a second shear wave is induced, to combine the first elasticity information and the second elasticity information; to obtain third elasticity information of the ROI based on the combination of the first elasticity information and the second elasticity information, and to generate an elastography image with respect to the ROI, based on the third elasticity information.
11. The apparatus of claim 10, wherein the at least one processor is further configured to perform beamforming for an echo signal of the plane ultrasound wave which is transmitted to the object, calculate a displacement of the first shear wave induced to the object by using the beamformed signal, and determine a velocity of the first shear wave induced to the object by using the calculated displacement.
12. The apparatus of claim 11, wherein the plane ultrasound wave comprises an ultrasound wave that does not form a focal point in a region corresponding to the object.
13. The apparatus of claim 10, wherein the at least one processor is further configured to perform beamforming for a received echo signal of the ultrasound wave which is transmitted to the ROI, to form at least one or more scan lines, calculate a displacement of the second shear wave induced to the ROI by using the beamformed signal, and determine a velocity of the second shear wave induced to the ROI by using the calculated displacement.
14. The apparatus of claim 10, wherein the at least one processor is further configured to obtain the third elasticity information by using a velocity of the first shear wave and a standard deviation of the velocity in the ROI among a plurality of elasticity values included in the first elasticity information and a velocity of the second shear wave and a standard deviation of the velocity in the ROI among a plurality of elasticity values included in the second elasticity information.
15. The apparatus of claim 10 wherein the at least one processor is further configured to calculate confidence scores of elasticity values included in the first elasticity information and confidence scores of elasticity values included in the second elasticity information.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
(1) These and/or other aspects will become apparent and more readily appreciated from the following description of the embodiments, taken in conjunction with the accompanying drawings in which:
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DETAILED DESCRIPTION
(13) Reference will now be made in detail to embodiments, examples of which are illustrated in the accompanying drawings, wherein like reference numerals refer to like elements throughout. In this regard, the disclosed embodiments may have different forms and should not be construed as being limited to the descriptions set forth herein. Accordingly, the embodiments are merely described below, by referring to the figures, to explain aspects of the disclosure. As used herein, the term and/or includes any and all combinations of one or more of the associated listed items. Expressions such as at least one of, when preceding a list of elements, modify the entire list of elements and do not modify the individual elements of the list.
(14)
(15) Referring to
(16) The elasticity analysis system 1 of
(17) Ultrasound elastography technology analyzes an elasticity of tissue to determine a stiffness difference between normal tissue and abnormal tissue, thereby performing a diagnosis. For example, the elasticity analysis system 1 according to an embodiment may analyze an elasticity of tissue by using an ultrasound wave to determine whether there is a cancer or a tumor, or by using high intensity focused ultrasound (HIFU), when treating tissue, the elasticity analysis system 1 may determine a state of internal tissue of a human body as to whether the treatment is completed.
(18) The probe 10 may irradiate an ultrasound wave onto an object 30 to receive an echo signal. Here, the object 30 denotes a peripheral region including an ROI. For example, the object 30 may denote a certain region of a body of a patient which is diagnosed, but is not limited thereto. Also, the ultrasound wave irradiated from the probe 10 may be an ultrasound wave used to induce a shear wave, or may be an ultrasound wave used to obtain elasticity information about the object 30.
(19) For example, the probe 10 may irradiate an ultrasound wave (e.g., a pushing beam) used to induce a shear wave to the object 30 based on a control signal of the shear wave processing apparatus 20. Also, the probe 10 may irradiate an ultrasound wave used to obtain elasticity information about the object 30 based on the control signal of the shear wave processing apparatus 20, and may receive an echo signal of the irradiated ultrasound wave. The probe 10 may transmit the received echo signal to the shear wave processing apparatus 20. Here, the ultrasound wave used to obtain the elasticity information about the object 30 may denote an ultrasound wave (for example, a plane wave), which does not form a focal point in a region corresponding to the object 30. Alternatively, the ultrasound wave used to obtain the elasticity information about the object 30 may denote an ultrasound wave (for example, a focused wave) that forms the focal point at a portion of the region corresponding to the object 30.
(20) The probe 10 may include a one-dimensional (1D) array or a two-dimensional (2D) array of a plurality of transducers. Here, each of the transducers may irradiate an ultrasound wave or receive an echo signal based on the control signal of the shear wave processing apparatus 20. That is, some or all of the transducers included on the probe may irradiate an ultrasound wave and/or receive the echo signal.
(21) The image display apparatus 40 may display an ultrasound image generated by the shear wave processing apparatus 20. For example, the image display apparatus 40 may include all output apparatuses such as a display panel, a mouse, a liquid crystal display (LCD) screen, a monitor, etc. which are provided in the elasticity analysis system 1. The image display apparatus 40 may also include, for example, a light emitting diode (LED) display, organic light emitting diode (OLED) display, plasma display panel (PDP), cathode ray tube (CRT), and the like. Elasticity information obtained through analysis by the shear wave processing apparatus 20 may be provided to a user through the image display apparatus 40, and used to determine a state or a characteristic change of tissue.
(22) The shear wave processing apparatus 20 may control an operation of the probe 10, and obtain elasticity information about the object 30 or an ROI of the object 30 by using the echo signal received by the probe 10. Here, the elasticity information may include a value representing a strain, stiffness, Young's modulus, and/or shear modulus of each of the tissues composing the object 30 or the ROI.
(23) The shear wave processing apparatus 20 according to an embodiment of the disclosure may obtain first elasticity information by using a shear wave induced to the object 30, and may set an internal ROI of the object 30 based on the obtained first elasticity information. The shear wave processing apparatus 20 may obtain second elasticity information by using a shear wave induced to the ROI. The shear wave processing apparatus 20 may obtain third elasticity information by using the first and second elasticity information. Here, the first elasticity information denotes elasticity information about tissues composing the object 30, and each of the second and third elasticity information denotes elasticity information about tissues composing the ROI. For example, the ROI may refer to an area of tissues which is smaller in size than a size of tissues composing the object 30.
(24) As described above, the shear wave processing apparatus 20 may obtain the third elasticity information by using the first and second elasticity information which are obtained by using different processes, and thus the shear wave processing apparatus 20 may accurately obtain elasticity information (for example, an elasticity value and/or an elastography image) about the tissues composing the ROI.
(25) Hereinafter, an example of operating the shear wave processing apparatus 20 will be described in detail with reference to
(26)
(27) Referring to
(28) The shear wave processing apparatus 20 of
(29) Moreover, the beamforming unit 210, the first obtainment unit 220, the setting unit 230, the second obtainment unit 240, and the third obtainment unit 250 of the shear wave processing apparatus 20 of
(30) The beamforming unit 210 may perform transmission beamforming for the ultrasound wave irradiated from the probe 10, and/or may perform reception beamforming for the echo signal received by the probe 10.
(31) The transmission beamforming may include an operation of controlling an amplitude or phase of an ultrasound wave irradiated from each of the transducers configuring the probe 10. Also, the transmission beamforming may include an operation of determining at least one or more transducers, intending to irradiate an ultrasound wave, from among the plurality of transducers configuring the probe 10. That is, the transmission beamforming may determine at least one or more transducers which may be used to irradiate an ultrasound wave, from among the plurality of transducers configuring the probe 10.
(32) For example, by assuming that the probe 10 irradiates an ultrasound wave used to induce a shear wave to the object 30, the beamforming unit 210 may determine a transducer intending to irradiate an ultrasound wave among the plurality of transducers configuring the probe 10, and/or may determine an amplitude and phase of an ultrasound wave which is to be irradiated from each transducer, thereby transmitting the determined information to the probe 10.
(33) As another example, by assuming that the probe 10 irradiates an ultrasound wave (which is used to obtain elasticity information) to the object 30, the beamforming unit 210 may determine a transducer intending to irradiate an ultrasound wave among the plurality of transducers configuring the probe 10, and/or may determine an amplitude and phase of an ultrasound wave which is to be irradiated from each transducer, thereby transmitting the determined information to the probe 10.
(34) The reception beamforming may include an operation of processing the echo signal received by the probe 10. For example, the beamforming unit 210 may analog-digital convert the received echo signal to generate a digital signal. The beamforming unit 210 may perform the reception beamforming for the digital signal to generate a reception focusing signal, and may generate ultrasound data by using the reception focusing signal. Here, the ultrasound data may include a radio frequency (RF) signal, but is not limited thereto.
(35) The beamforming unit 210 may perform beamforming for the echo signal in order for at least one or more scan lines to be formed, to obtain the second elasticity information. A detailed method in which the beamforming unit 210 operates will be described below with reference to
(36) The first obtainment unit 220 may obtain the first elasticity information of the object 30 by using the shear wave induced to the object 30. In other words, the first obtainment unit 220 may obtain the first elasticity information of the object 30 based on information indicating propagation of the shear wave induced to the object 30. Here, the object 30 may denote a region including an ROI and a peripheral region thereof, and the ROI may denote a lesion.
(37) The setting unit 230 may set an internal ROI of the object 30 based on the first elasticity information. For example, the setting unit 230 may set the ROI in a region corresponding to the object 30 according to whether the first elasticity information exceeds a predetermined threshold value. Alternatively, or additionally, the setting unit 230 may set a region, which is set by a user, to the ROI based on the first elasticity information. Here, the region set by the user may be transmitted as an external signal to the setting unit 230.
(38) The second obtainment unit 240 may obtain the second elasticity information of the ROI by using the shear wave induced to the ROI. That is, after the ROI is set, the second obtainment unit 240 may obtain the second elasticity information of the ROI based on information indicating propagation of the shear wave induced to the ROI.
(39) The third obtainment unit 250 may obtain the third elasticity information of the ROI by using the first and second elasticity information. For example, the third obtainment unit 250 may combine the first and second elasticity information respectively transmitted from the first and second obtainment units 220 and 240 to obtain the third elasticity information. In other words, the third obtainment unit 250 may combine the first and second elasticity information, and thus accurately obtain elasticity information about tissues composing the ROI. For example, a first weight may be applied to the first elasticity information and a second weight may be applied to the second elasticity information, and the third elasticity information may correspond to a combination of the weighted first elasticity information and the weighted second elasticity information.
(40) Hereinafter, a detailed operation performed by each of the elements included in the shear wave processing apparatus 20 will now be described with reference to
(41)
(42) Operations 311 to 313 indicate operations which may be performed by the probe 10, the beamforming unit 210, and the first obtainment unit 220 until the first obtainment unit 220 obtains the first elasticity information. Here, the first elasticity information may be obtained by a plane wave elasticity calculating scheme.
(43) In operation 311, the probe 10 irradiates an ultrasound wave used to induce a shear wave to the object 30. In detail, the beamforming unit 210 performs the transmission beamforming to transmit a control signal to the probe 10. Then, the probe 10 irradiates the ultrasound wave used to induce the shear wave to the object 30 based on the control signal transmitted from the beamforming unit 210.
(44) In operation 312, the probe 10 irradiates an ultrasound wave, used to obtain elasticity information, to the object 30 to receive an echo signal. Here, the ultrasound wave used to obtain the elasticity information may be a plane wave. The echo signal, which is received by the probe 10 in operation 312, may include information about the shear wave (which is induced in operation 311) being propagated through the object 30.
(45) Hereinafter, operations 311 and 312 will be described in detail with reference to
(46)
(47) Referring to
(48) When a force of the pushing beam is applied in a Z-axis direction, a P wave (a plane wave), an S wave (a shear wave), and a PS wave (which is generated by coupling the P wave and the S wave) are generated. Here, the shear wave denotes the S wave that vibrates in a wave traveling direction from a vibration source to which the force is applied, and travels in a Y-axis direction (e.g., in the positive and/or negative Y-direction).
(49) In an example embodiment, an ultrasound wave signal transmitted from the probe 10 may be described as being used as the force of the pushing beam which is used to generate a shear wave. However, a vibrator of an MRI apparatus or an ultrasound apparatus for treatment, such as a HIFU apparatus which is provided outside the elasticity analysis system 1 so as to generate a shear wave, may also be used. That is, it may be understood by one of ordinary skill in the art that a device or apparatus for generating a shear wave may be variously implemented without being limited to an arbitrary apparatus.
(50) Referring to
(51) Referring to
(52) When the plane wave is irradiated from each of the transducers included in the probe 10, the plane wave is partially reflected from layers between the tissues. For example, the plane wave may be reflected from parts (for example, internal blood cells of blood plasma and internal small tissues of organs) in which a density changes inside the object 30. A plurality of reflected echo signals vibrate the transducers, which respectively output electrical pulses based on the vibrations.
(53) Referring again to
(54) For example, the first obtainment unit 220 may determine a velocity of the shear wave inside the object 30, based on the calculated displacement. In this case, the first obtainment unit 220 may determine the velocity of the shear wave by using a wave equation, including the displacement of the shear wave as a variable, or an amount of change of the displacement of the shear wave based on time.
(55) As an example, the first obtainment unit 220 may determine the velocity of the shear wave by using the following wave equation (Equation (1)):
(56)
(57) where u denotes a displacement of a shear wave and Cs denotes a velocity of the shear wave.
(58) As another example, the first obtainment unit 220 may determine the velocity of the shear wave by using the amount of change of the displacement of the shear wave based on time. For example, by assuming that t1 is a time taken until the shear wave reaches a first position x1 of the object 30 and t2 is a time taken until the shear wave reaches a second position x2 of the object 30, the first obtainment unit 220 may determine the velocity v of the shear wave by using the following Equation (2):
(59)
(60) The first obtainment unit 220 may determine the first elasticity information by using the determined velocity.
(61) The plane wave elasticity calculating scheme described above with reference to operations 311 to 313 may obtain elasticity information about a wide region of the object 30, but may be reduced in accuracy. In other words, the first obtainment unit 220 may obtain elasticity information of a wide region by using an echo signal of a plane wave which is irradiated once, but may be low in accuracy of the elasticity information.
(62) The shear wave processing apparatus 20 according to an embodiment of the disclosure may set an internal ROI of the object 30 based on the first elasticity information, and may obtain the second elasticity information about the ROI. The shear wave processing apparatus 20 may obtain the third elasticity information about the ROI by using the first and second elasticity information. Therefore, the shear wave processing apparatus 20 accurately obtains elasticity information about the ROI.
(63) In operation 320, the setting unit 230 sets the ROI of the object 30 based on the first elasticity information. Hereinafter, an operation of the setting unit 230 will be described in detail with reference to
(64)
(65)
(66) When the first elasticity information is assumed as a shear modulus of the object 30, the elastography image of
(67) Generally, a stiffness difference occurs between abnormal tissue and normal tissue, and the abnormal tissue may be determined by analyzing the stiffness difference. For example, abnormal tissue such as a cancer or a tumor may have higher elasticity than that of normal tissue. For this reason, the abnormal tissue such as a cancer or a tumor has a higher shear modulus than that of peripheral normal tissue. Also, even when necrotizing tissue by using an ultrasound wave for treatment such as through HIFU, elasticity increases as the necrosis of the tissue progresses.
(68) Therefore, the setting unit 230 sets regions, in which a shear modulus has a predetermined threshold value or more in the object 30, to the ROIs 511 to 513. For example, when the first obtainment unit 220 obtains the shear modulus as a numerical value, the setting unit 230 may set regions, which indicate a numerical value that is equal to or more than the threshold value, to the ROIs 511 to 513. Also, when the first obtainment unit 220 generates an elastography image by using the shear modulus, the setting unit 230 may set regions, which indicate a brightness equal to or more than the threshold value or indicates a certain color, to the ROIs 511 to 513.
(69) Additionally, or alternatively, the setting unit 230 may set a region, which is set by a user based on the first elasticity information, to an ROI. Here, the region set by the user may be transmitted as an external signal to the setting unit 230.
(70) Referring again to
(71) In operation 331, the probe 10 irradiates an ultrasound wave used to induce a shear wave to an ROI. In operation 332, the probe 10 irradiates an ultrasound wave, used to obtain elasticity information, to the ROI to receive an echo signal. The echo signal, which is received by the probe 10 in operation 332, may include information about the shear wave (which is induced in operation 331) being propagated through the ROI.
(72) As described above with reference to operation 312, the probe 10 irradiates a plane wave onto the object 30. On the other hand, in operation 332, the probe 10 irradiates an ultrasound wave that forms a focal point at a portion of the ROI.
(73) Hereinafter, operations 331 and 332 will be described in detail with reference to
(74)
(75) Referring to
(76) Referring to
(77) The beamforming unit 210 performs beamforming for a received echo signal in order for at least one or more scan lines to be formed. In other words, the ultrasound wave irradiated from the probe 10 forms a focal point in a narrow region so as to correspond to a portion of the ROI, and beamforming of the echo signal received by the probe 10 is performed to form two to eight scan lines. Therefore, in comparison with the plane wave elasticity calculating scheme described above with reference to
(78) The probe 10 repeats the above-described operation so as to obtain the echo signal for the whole ROI based on the control signal transmitted from the beamforming unit 210. In other words, the probe 10 may repeat an operation irradiating the pushing beam->irradiating the ultrasound wave for forming a focal point at a portion of the ROI->receiving the echo signal->irradiating the pushing beam->irradiating the ultrasound wave for forming the focal point at the other portion of the ROI-> . . . , thereby obtaining the echo signal for the whole ROI. The disclosure is not limited to the above-described operations, and additional operations may be repeated as necessary according to the number of portions of the ROI which are irradiated, until an echo signal is obtained for the whole ROI.
(79) Referring again to
(80) For example, the second obtainment unit 240 may determine a velocity of the shear wave inside the object 30, based on the calculated displacement. In this case, the second obtainment unit 240 may determine the velocity of the shear wave by using a wave equation, including the displacement of the shear wave as a variable, or an amount of change of the displacement of the shear wave based on time. A detailed method, in which the second obtainment unit 240 determines the velocity of the shear wave, is as described above with reference to operation 313.
(81) Subsequently, the second obtainment unit 240 may determine the second elasticity information by using the determined velocity.
(82) In operation 340, the third obtainment unit 250 obtains the third elasticity information of the ROI by using the first and second elasticity information. Here, the third elasticity information may include a value representing a strain, stiffness, Young's modulus, and/or shear modulus of each of the tissues composing the ROI. Hereinafter, a detailed method in which the third obtainment unit 250 obtains the third elasticity information of the ROI will be described with reference to
(83)
(84) Referring to
(85) Hereinafter, for convenience of description, first elasticity values corresponding to an ROI among elasticity values included in the first elasticity information are assumed as E1 (1, 1, n1), and second elasticity values included in the second elasticity information are assumed as E2 (2, 2, n2). Here, denotes a mean value of a velocity of a shear wave in the ROI, and a denotes a standard deviation of the velocity of the shear wave in the ROI. Also, n1 denotes the number of pixels of a region corresponding to the ROI in an image which is generated based on the first elasticity information, and n2 denotes the number of pixels of an image which is generated based on the second elasticity information.
(86) Referring to
(87) As described above with reference to
(88) Referring to
(89) First, the third obtainment unit 250 calculates a velocity f of the shear wave and a standard deviation f of the velocity in the ROI by using the following Equation (3):
.sub.f=(.sub.1.sub.1+.sub.2.sub.2)/(.sub.1+.sub.2)
.sub.f={square root over (1/(.sub.1+.sub.2))}(3)
(90) where .sub.1 and .sub.2 may be calculated by using the following Equation (4):
.sub.1=1/.sub.1.sup.2
.sub.2=1/.sub.2.sup.2(4)
(91) Subsequently, the third obtainment unit 250 obtains the third elasticity information by using the calculated velocity f of the shear wave and the calculated standard deviation f of the velocity. Generally, it can be seen that the velocity f of the shear wave may be calculated according to a first weight which is applied to the velocity 1 of the shear wave and a second weight which is applied to the velocity 2 of the shear wave. The first weight may be equal to zero and the second weight may be equal to one, as is the case in the scheme of
(92) Referring again to
(93)
(94) In
(95)
(96)
(97)
(98) Referring to
(99) The shear wave processing apparatus 20 of
(100) Moreover, the beamforming unit 210, the first obtainment unit 220, the setting unit 230, the second obtainment unit 240, the third obtainment unit 250, the confidence score calculating unit 260, and the image generating unit 270 of the shear wave processing apparatus 20 of
(101) Detailed operations of the beamforming unit 210, the first obtainment unit 220, the setting unit 230, the second obtainment unit 240, and the third obtainment unit 250 of the shear wave processing apparatus 20 are as described above with reference to
(102) The confidence score calculating unit 260 may calculate confidence scores of elasticity values corresponding to an ROI among elasticity values included in first elasticity information and confidence scores of elasticity values included in second elasticity information.
(103) The image generating unit 270 may generate elasticity information about the ROI by using generated first to third elasticity information. In addition, the first to third obtainment units 220, 240, and 250 may generate elasticity information by using the first to third elasticity information. In an embodiment, the shear wave processing apparatus 20 may not include the image generating unit 270.
(104) Hereinafter, detailed operations respectively performed by the above-described elements included in the shear wave processing apparatus 20 will be described with reference to
(105)
(106) Operations 311 to 340 of
(107) In operation 345, the confidence score calculating unit 260 calculates confidence scores of elasticity values corresponding to an ROI among elasticity values included in first elasticity information and confidence scores of elasticity values included in second elasticity information. Here, each of the confidence scores denotes a numerical value representing a similarity of the elasticity values corresponding to the ROI among the elasticity values included in the first elasticity information and the elasticity values included in the second elasticity information.
(108) For example, the confidence score calculating unit 260 may perform a Student's t-test to calculate a confidence score. When the elasticity values corresponding to the ROI among the elasticity values included in the first elasticity information are assumed as E1 (1, 1, n1) and the elasticity values included in the second elasticity information are assumed as E2 (2, 2, n2), the confidence score calculating unit 260 may calculate an input value t necessary to perform the Student's t-test, by using the following Equation (5):
(109)
(110) where denotes a mean value of a velocity of a shear wave in an ROI and denotes a standard deviation of the velocity of the shear wave in the ROI. Also, n.sub.1 denotes the number of pixels of a region corresponding to the ROI in an image which is generated based on the first elasticity information, and n.sub.2 denotes the number of pixels of an image which is generated based on the second elasticity information.
(111) Moreover, .sub.12 of Equation (5) may be calculated by using the following Equation (6):
(112)
(113) The confidence score calculating unit 260 may apply t, calculated from Equation (5), to the Student's t-distribution to calculate a confidence score. Here, the calculated confidence score denotes a numerical value representing a similarity of the elasticity values corresponding to the ROI among the elasticity values included in the first elasticity information and the elasticity values included in the second elasticity information. For example, when the calculated confidence score is assumed as 95%, the elasticity values corresponding to the ROI among the elasticity values included in the first elasticity information and the elasticity values included in the second elasticity information have a similarity therebetween corresponding to a probability of 95%.
(114) In operation 350, the image display apparatus 40 may display the first to third elasticity information and the confidence score. For example, as described above with reference to
(115) Moreover, as described above with reference to
(116)
(117) Referring to
(118) In operation 1110, the first obtainment unit 220 obtains first elasticity information of an object by using a shear wave induced to the object.
(119) In operation 1120, the setting unit 230 sets an internal ROI of the object based on the first elasticity information.
(120) In operation 1130, the second obtainment unit 240 obtains second elasticity information of the ROI by using a shear wave induced to the ROI.
(121) In operation 1140, the third obtainment unit 250 obtains third elasticity information of the ROI by using the first and second elasticity information.
(122) As described above, according to the one or more of the above embodiments of the disclosure, the shear wave processing apparatus 20 obtains the third elasticity information by using the first and second elasticity information which are obtained by using the different processes, and thus accurately obtains the elasticity information (for example, the elasticity value and/or the elastography image) about the tissues composing the ROI.
(123) The above-described method may be written as one or more computer programs and may be implemented in general-use digital computers that execute the programs including program instructions using a computer-readable recording medium. Data structures used in the above-described method may be recorded in a computer-readable recording medium by using various methods. Examples of the computer-readable recording medium include magnetic storage media (e.g., ROM, RAM, USB, flash memory, floppy disks, hard disks, etc.), storage media such as optical recording media (e.g., CD-ROMs or DVDs) and PC interfaces (e.g., PCI, PCI-express, Wi-Fi, etc.). Examples of program instructions include both machine code, such as produced by a compiler, and files containing higher level code that may be executed by the computer using an interpreter. The program instructions may be executed by one or more processors. The described hardware devices may be configured to act as one or more software modules in order to perform the operations of the above-described embodiments, or vice versa. In addition, a computer-readable storage medium may be distributed among computer systems connected through a network and computer-readable codes or program instructions may be stored and executed in a decentralized manner. In addition, the computer-readable storage media may also be embodied in at least one application specific integrated circuit (ASIC) or Field Programmable Gate Array (FPGA).
(124) Each block of the flowchart illustrations may represent a unit, module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s).
(125) It should be understood that the exemplary embodiments described therein should be considered in a descriptive sense only and not for purposes of limitation. Descriptions of features or aspects within each embodiment should typically be considered as available for other similar features or aspects in other embodiments.
(126) While one or more embodiments of the disclosure have been described with reference to the figures, it will be understood by those of ordinary skill in the art that various changes in form and details may be made therein without departing from the spirit and scope of the disclosure as defined by the following claims.