WO2014097026A1 - Breast thickness measurement in mammography - Google Patents
Breast thickness measurement in mammography Download PDFInfo
- Publication number
- WO2014097026A1 WO2014097026A1 PCT/IB2013/060491 IB2013060491W WO2014097026A1 WO 2014097026 A1 WO2014097026 A1 WO 2014097026A1 IB 2013060491 W IB2013060491 W IB 2013060491W WO 2014097026 A1 WO2014097026 A1 WO 2014097026A1
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- breast
- height
- compression
- compression element
- spectral
- Prior art date
Links
- 210000000481 breast Anatomy 0.000 title claims abstract description 155
- 238000005259 measurement Methods 0.000 title claims abstract description 35
- 238000009607 mammography Methods 0.000 title claims abstract description 30
- 230000006835 compression Effects 0.000 claims abstract description 106
- 238000007906 compression Methods 0.000 claims abstract description 106
- 230000003595 spectral effect Effects 0.000 claims abstract description 39
- 238000003384 imaging method Methods 0.000 claims abstract description 31
- 238000012545 processing Methods 0.000 claims abstract description 27
- 238000000354 decomposition reaction Methods 0.000 claims abstract description 18
- 239000000463 material Substances 0.000 claims abstract description 18
- 238000000034 method Methods 0.000 claims description 33
- 238000004590 computer program Methods 0.000 claims description 16
- 238000004364 calculation method Methods 0.000 claims description 11
- 238000011326 mechanical measurement Methods 0.000 description 9
- 230000003287 optical effect Effects 0.000 description 5
- 230000032683 aging Effects 0.000 description 3
- 230000007547 defect Effects 0.000 description 3
- 230000001419 dependent effect Effects 0.000 description 3
- 230000000762 glandular Effects 0.000 description 3
- 238000002604 ultrasonography Methods 0.000 description 3
- 238000005452 bending Methods 0.000 description 2
- 230000008901 benefit Effects 0.000 description 2
- 238000012937 correction Methods 0.000 description 2
- 238000001514 detection method Methods 0.000 description 2
- 230000009977 dual effect Effects 0.000 description 2
- 239000000203 mixture Substances 0.000 description 2
- 238000012800 visualization Methods 0.000 description 2
- 230000003936 working memory Effects 0.000 description 2
- 206010006187 Breast cancer Diseases 0.000 description 1
- 208000026310 Breast neoplasm Diseases 0.000 description 1
- 238000002083 X-ray spectrum Methods 0.000 description 1
- LUTSRLYCMSCGCS-BWOMAWGNSA-N [(3s,8r,9s,10r,13s)-10,13-dimethyl-17-oxo-1,2,3,4,7,8,9,11,12,16-decahydrocyclopenta[a]phenanthren-3-yl] acetate Chemical compound C([C@@H]12)C[C@]3(C)C(=O)CC=C3[C@@H]1CC=C1[C@]2(C)CC[C@H](OC(=O)C)C1 LUTSRLYCMSCGCS-BWOMAWGNSA-N 0.000 description 1
- 230000006399 behavior Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 239000003814 drug Substances 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000003702 image correction Methods 0.000 description 1
- 210000002445 nipple Anatomy 0.000 description 1
- 238000011017 operating method Methods 0.000 description 1
- 230000005855 radiation Effects 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 230000002195 synergetic effect Effects 0.000 description 1
- 210000000779 thoracic wall Anatomy 0.000 description 1
- 238000012549 training Methods 0.000 description 1
Classifications
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/04—Positioning of patients; Tiltable beds or the like
- A61B6/0407—Supports, e.g. tables or beds, for the body or parts of the body
- A61B6/0414—Supports, e.g. tables or beds, for the body or parts of the body with compression means
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/04—Positioning of patients; Tiltable beds or the like
- A61B6/0407—Supports, e.g. tables or beds, for the body or parts of the body
- A61B6/0435—Supports, e.g. tables or beds, for the body or parts of the body with means for imaging suspended breasts
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/48—Diagnostic techniques
- A61B6/482—Diagnostic techniques involving multiple energy imaging
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/50—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications
- A61B6/502—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment specially adapted for specific body parts; specially adapted for specific clinical applications for diagnosis of breast, i.e. mammography
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B6/00—Apparatus or devices for radiation diagnosis; Apparatus or devices for radiation diagnosis combined with radiation therapy equipment
- A61B6/58—Testing, adjusting or calibrating thereof
- A61B6/582—Calibration
- A61B6/583—Calibration using calibration phantoms
Definitions
- the present invention relates to measuring thickness of a breast in mammography, and relates in particular to a mammography imaging system, a method for calibrating breast thickness measurements for mammography, a computer program element, and a computer readable medium.
- WO 2011/001100 knowledge of the breast height between the two breast holding paddles is used, for example, for determining and defining the acquisition parameters, such as which X-ray spectrum will be used for an X-ray imaging procedure to acquire mammograms, for example.
- the acquired X-ray images may be used for providing density information of the tissue structure; the assessment of volumetric breast density is considered to be a key feature for detection and prediction of breast cancer.
- a mammography imaging system comprising a breast support device, an X-ray imaging device, and a processing device.
- the breast support device comprises a support surface and at least one compression element.
- a distance measuring device is provided to determine the current distance between the support surface and the compression element, and to provide the current distance as a first breast height.
- the X-ray imaging device is configured to provide spectral X-ray image data of a breast arranged between the support surface and the compression element.
- the processing device is configured to perform spectral material decomposition based on the spectral image data, and to calculate a second breast height.
- the processing device is configured to compare the first breast height and the second breast height to determine and to provide a height difference value.
- a calibrated breast height or breast thickness i.e. corrected and approved by two different height measurements, is provided meaning improved accuracy.
- the breast thickness can thus be used for further purposes, for example for determining acquisition parameters, leading to improved image quality and thus providing enhanced information about the object of interest, i.e. a patient's breast.
- the height difference value can be provided for further image acquisition procedures and for further image processing steps for post-image processing. Since the spectral material decomposition is provided by the processing device, and thus a manual calibration of the mammography imaging system is not required for the determining of the height difference value, the present invention provides a facilitated operating procedure in terms of calibration.
- the provided X-ray image data is dual energy spectral X-ray image data.
- the compression element is height-adjustable in order to adapt the mammography imaging system for different breast sizes.
- the first breast height is also referred to as mechanical breast height.
- the second breast height is also referred to as spectral-based breast height.
- the compression element is also referred to as compression paddle.
- the breast support device may comprise a compression element as the support surface, i.e. breast support device may be provided by two adjustable compression elements. Further, the height of the breast support device may be adapted to different heights of the patient. When mentioning the term "height" in relation with the breast or the patient, this relates to a patient in a standing position.
- the mammography imaging system is provided for a standing-up position of the patient.
- the patient is arranged on a patient support, such as a patient table, to acquire images in a horizontal position, for example in a position where the breast is facing downwards, and may be temporarily fixated by two abutting paddles.
- the distance measuring device is provided as at least one of the group of a mechanical measurement readout device, an optical measurement device, an electromagnetic measurement device, and an ultrasound measurement device.
- the mechanical measurement may be provided by the paddle adjustment mechanism.
- the mechanical measurement may also be provided as a separate measurement such as a flexible, i.e. bendable band ruler.
- the optical measurement device may be provided by optical signals, such as laser signals to determine distance between two surfaces.
- the electromagnetic measurement may be provided with integrated coils in the support stand to which the paddles are attached to and a counterpart in the paddle(s).
- the ultrasound measurement device may be provided in one of the paddles in an area where a breast does not hinder direct path between a signal generating device and a signal receiving device.
- a transducer may be provided such that the distance measurement is based on sound wave reflection.
- the performance of the spectral material decomposition is provided in one example according to "Spectral Volumetric Glandularity Assessment” by Andre GooBen, Harald Heese, Klaus Erhard and Bjorn Norell, IWDM 2012, LNCS 7361, pages 5 to 9 to 536, Springer- Verlag 2012.
- the processing device is configured to determine a calibration factor based on the first breast height and the second breast height.
- the distance measuring device is calibrated with the calibration factor for further measurements.
- the term "to calibrate” comprises the provision of the height difference value to the X-ray imaging device.
- the system may be provided to be self-calibrating.
- the calibrating result can be used for thickness compensation.
- the calibrating result can also be used for skin line correction.
- the calibration is used for image correction of the image that was the basis for the spectral material decomposition.
- a compression force measuring device configured to detect the currently applied compression force, and to provide a compression force value to the processing device.
- the processing device is configured to determine a compression force related calibration factor for further distance measuring and/or height calculating based on the first breast height and the and second breast height and compression force value.
- the compression force related calibration factor is used to calibrate the distance measuring device, for example.
- the compression element is exchangeable with a plurality of compression elements, and an individual height difference value is provided for a number of the compression elements.
- the error factor can be stored or can be attached / associated otherwise to the respective compression element or paddle.
- the distance measuring device is configured to perform the distance measuring for a plurality of locations across the flexible compression element's surface
- the processing device is configured to calculate the second breast height for a plurality of locations, and to generate a height difference profile for the compression element.
- the height difference profile can be provided for flexible compression elements, as well as to non- flexible compression elements.
- a method for calibrating breast thickness measurements for mammography comprising the following steps:
- the height difference value is used for determining breast thickness for further X-ray imaging, in one example.
- the height difference value may be used for determining breast thickness for other purposes, such as calculating an average glandular dose.
- the height difference value is used for correcting a breast thickness value.
- the determination of the first breast height and the calculation of the second breast height are provided for the same breast in the same compressed breast state.
- the determination of the first breast height and the calculation of the second breast height are provided for the same breast location, i.e. they refer to the same breast location.
- the height difference value is used to determine at least one of the group of: i) a system offset between mechanical and spectral measurement; ii) an application error factor in dependency of applied compression force and breast size; and iii) a compression element error factor of a specific compression element.
- the system offset may also be referred to as system error or system compression deviation factor.
- the application error factor may differ between different compression forces; for example, smaller compression forces lead to less deformation and thus less deviation between measured first breast height and calculated second breast height than larger compression forces.
- Another variation of the application error factor may be caused by breast size; for example, larger breasts show different compression resistance than smaller breasts.
- the compression element error factor may be caused by aging, change in the material behaviour, defects or wear over time.
- the distance measuring is performed for a plurality of locations across the compression element's surface.
- the compression element is non- flexible.
- the compression element is a flexible compression element.
- the calculation of the second breast height is performed for a plurality of locations, and a height difference profile is generated for the compression element.
- the height difference profile is a 2D profile, i.e. a line, curve or contour profile.
- the height difference profile is a 3D profile, i.e. a surface profile.
- the height difference profile is also referred to as height profile.
- the height difference profile considers paddle tilt and paddle deflection, i.e. paddle bending, e.g. either in chest wall to nipple direction or in perpendicular direction.
- a mean height difference value is determined.
- the distance measuring and the calculation are performed for the same plurality of locations.
- the distance measuring and the calculation are performed for a plurality of locations arranged in rows and columns.
- a calibration factor is determined based on the first breast height and the second breast height, and the distance measuring device is calibrated with the calibration factor for further measurements.
- a currently applied compression force is detected and a compression force related calibration factor is determined for further distance measuring and/or height calculating based on the first breast height and the second breast height and compression force value.
- the breast height in a current state or situation is measured by two different ways, for example by a mechanical height measuring and by the performance of a spectral material decomposition leading to a second breast height.
- an error factor, or calibration factor is provided indicating the deviation between the two different measurements.
- the spectral material decomposition may be provided with a very high accuracy, for example up to less than 1 mm, the height difference value indicates the incorrectness or impreciseness of the first height measuring, for example the mechanical measuring.
- calibration factors depending on external parameters, such as different compression elements, the size of the compression paddle, or the applied compression force.
- Fig. 1 shows a schematic setup of a mammography imaging system in one example in Fig. 1A and in another example in Fig. IB;
- Fig. 2 shows a detail of a mammography imaging system with a compression force measuring device
- Fig. 3 shows a visualization of a height difference profile for a non- flexible paddle in Fig. 3A and for a flexible paddle in Fig. 3B;
- Fig. 4 shows steps of an example of a method for calibrating breast thickness measurements for mammography
- Fig. 5 shows a detail of a further example of a method
- Fig. 6 shows a still further example of the method
- Fig. 7 shows an example of the method for calibrating breast thickness measurements for mammography with distance measuring at a plurality of locations
- Fig. 8 shows a further example of the method, in which a calibration factor is determined and used for calibration of the distance measuring in further measurements.
- Fig. 9 shows a further example of a method, in which the compression force is detected and a compression force related calibration factor is determined.
- Fig. 1 shows a mammography imaging system 10 that comprises a breast support device 12, an X-ray imaging device 14, and a processing device 16.
- the breast support device 12 comprises a support surface 18, and at least one compression element 20.
- a distance measuring device 22 is provided to determine the current distance between the support surface 18 and the compression element 20, and to provide the current distance as a first breast height, for example to the processing device 16, as indicated with data connection line 17.
- the X-ray imaging device 14 is configured to provide spectral X-ray image data of a breast arranged between the support surface 18, and the compression element 20.
- the processing unit 16 is configured to perform spectral material decomposition based on the spectral image data, and to calculate a second breast height.
- the processing device 16 is configured to compare the first breast height and the second breast height to determine and provide a height difference value.
- the X-ray imaging device 14 may comprise an X-ray source 24 generating X- ray radiation 26, and a detector 28.
- the breast support device 12 is arranged between the X- ray source 24 and the detector 28.
- a breast is arranged between the support surface 18 and the compression element 20, as indicated with dotted line 30.
- the X-ray source 24 and the detector 28 may also be controlled by the processing device 16, as indicated with connecting lines 32 and 34.
- Fig. IB shows a further example of the mammography imaging system 10.
- the breast support device 12 is movably connected to a stand 36, i.e. a structural and stable housing for a free standing apparatus.
- a stand 36 i.e. a structural and stable housing for a free standing apparatus.
- a guiding arrangement 38 indicates the possible up- and downwardly oriented adjustment, indicated with double-arrow 40.
- the breast support device 12 may comprise a lower support surface 18 with an integrated detector 28 (not further shown).
- the X-ray source 24 may be provided above the breast support device 12 with the compression element 20 to be adjustable in a vertically oriented direction, as indicated with double-arrow 42.
- the mammography imaging system may be controllable by a control unit 44, arranged on a separate or second stand 46.
- a keyboard 48 may be provided in combination with a display 50, showing certain information 52.
- the distance measuring device 22 may be provided integrated in the adjustment structure of the breast support device 12 in form of an integrated mechanical measurement readout device.
- an improved knowledge about the breast height is provided, i.e. the dimension of the breast in the vertical direction in form of the stand-up arrangement shown in Fig. IB.
- other forms of mammography imaging systems are provided, for example a horizontal arrangement in form of a patient table, on which the patient can lie in a downwardly facing direction such that the breast can be arranged in a hanging manner between two abutting surfaces of the breast support device (not further shown in detail).
- Fig. 2 shows a further example, where a compression force measuring device 54 is provided.
- the compression force measuring device 54 is configured to detect the currently applied compression force F and to provide a compression force value to the processing device 16.
- the processing device 16 is configured to determine a compression force related calibration factor for further distance measuring and/or height calculating based on the first breast height and the second breast height and compression force value.
- a distance measuring is performed for a plurality of locations across the compression element's surface. Further, the calculation of the second breast height is performed for a plurality of locations and a height difference profile is generated for the compression element.
- Fig. 3A shows an example of a height difference profile 56 indicating a difference in thickness, for example in millimetres, provided on a vertical axis 58, indicating the respective value for the surface of, for example, a non-flexible paddle.
- a first horizontal axis 60 different positions of rows R are indicated, whereas on a second horizontal axis 62, the location with respect to different columns C is indicated.
- a height difference profile 56 is indicated in the same manner for a flexible paddle.
- the height profiles may be (colour) coded such that parts with the same deviation are also shown in similar manner. Further, the spatial orientation in the diagram itself also represents the bending or inaccuracy factor of the compression element.
- the distance measuring device 22 is provided as an optical measurement device.
- an electromagnetic measurement device is provided.
- an ultrasound measurement device is provided (also not shown in detail).
- Fig. 4 shows an example of a method 100 for calibrating breast thickness measurements for mammography. The following steps are provided:
- a current distance between a support surface and compression element of a breast support device of a mammography imaging system is measured.
- the current distance is provided as a first breast height 112.
- a second step 114 spectral X-ray image data of a breast arranged between the support surface and the compression element is provided.
- spectral material decomposition indicated with reference numeral 118 is provided based on the spectral image data.
- a second breast height 122 is calculated.
- a fifth step 124 the first breast height 112 and the second breast height 122 are compared to determine and provide a height difference value 126.
- the first step 110 is also referred to as step a), the second step 114 as step bl), the third step 116 as step b2), the fourth step 120 as step b3), and the fifth step 124 as step c).
- the height difference value 126 is used, for example, for determining breast thickness for further X-ray imaging.
- the height difference value 126 may also be used for determining breast thickness for other purposes, such as calculating an average glandular dose.
- Fig. 5 shows an example of a method, where the height difference value 126 is used for correcting 128 a breast thickness value.
- the determination of the first breast height 112 and the calculation of the second breast height 122 are provided for the same breast in the same compressed breast state.
- Fig. 6 shows an example of the method, in which the height difference value 126 is used to determine at least one the group of a system offset 130 between mechanical and spectral measurement, an application error factor 132 in dependency of applied compression force and breast size, and a compression element error factor 134 of a specific compression element.
- Fig. 7 shows an example of the method, in which the distance measuring is performed for a plurality of locations across the compression element's surface, as indicated with a plurality of frames 136.
- the calculation of the second breast height is performed for a plurality of locations, as indicated with a plurality of frames 138.
- a height difference profile is generated for the compression element, indicated with frame 140.
- a height difference value is provided for the plurality of locations, as indicated with a plurality of frames 142.
- the height difference value determination is provided in one example. In another example, the height difference value determination is not provided, and thus rather the height difference profile 142 is provided.
- the height difference profile 142 may be provided as a 2D profile, i.e. a line, curve or contour profile.
- the height difference profile 142 is a 3D profile, i.e. a surface profile, for example shown in Figs. 3A and 3B.
- a calibration factor 144 is determined in a further step 146, wherein the calibration factor 144 is determined 146 based on the first breast height 112 and the second breast height 122.
- the distance measuring device is calibrated 148 with the calibration factor 144 for further measurements, for example the measuring of the first step 110.
- Fig. 9 shows a further example of the method where a currently applied compression force is detected in a detection step 150.
- a compression force related calibration factor 152 is determined 153 for further distance measuring, for example the measuring 110, as indicated with a loop-like feedback arrow 154, or in addition, or alternatively, for further height calculating, for example the calculating step 120.
- the compression force related calibration factor 152 is based on the first breast height 112 and the second breast height 122 as well as the compression force value 155.
- a spectral method is used to measure the amount and thus the height of breast tissue along an X-ray regardless of the breast's composition. Comparing the mechanical measurement of compression height, i.e. readout from the gantry, for example, to the retrospectively determined breast height via spectral material decomposition, it is possible to determine a system error, as mentioned above, an error depending on compression force, or an error due to paddle aging, for example.
- breast thickness via mechanical measurement is provided in addition to breast thickness via spectral decomposition, h, based on the following equation: ⁇ 3 ⁇ 4 + -. L -+- ( 3 ⁇ 4 ⁇ - 3 ⁇ 4£ 2 t ( iLB ⁇ (x T
- a self-training calibration for each configuration i.e. for each specific compression element, is provided by relating mechanical measurement, spectral measurement, and/or compression force.
- the calibration can be applied to correct mechanical measurement. Still further, the calibration can be continuously updated to capture changes, such as aging, defects, etc. In a further embodiment, defect or aged paddles are detected by inspecting calibration glitches.
- the height measurement is not only corrected with respect to a single value, e.g. the body part thickness written into for example the
- DICOM digital-imaging-and-communication-in-medicine standard
- the invention is also provided in tomosynthesis systems.
- the image impact of a flexible paddle is reduced.
- the "wedge contribution" of the paddle can be removed.
- the skin line correction itself reducing the final depiction of the skin line in the processed image on very dark shades of grey, may be facilitated and thus improved in terms of accuracy.
- the average glandular dose can also benefit from the present invention, as the computation of AGD relies on a precise breast thickness.
- a computer program or a computer program element is provided that is characterized by being adapted to execute the method steps of the method according to one of the preceding embodiments, on an appropriate system.
- the computer program element might therefore be stored on a computer unit, which might also be part of an embodiment of the present invention.
- This computing unit may be adapted to perform or induce a performing of the steps of the method described above. Moreover, it may be adapted to operate the components of the above described apparatus.
- the computing unit can be adapted to operate automatically and/or to execute the orders of a user.
- a computer program may be loaded into a working memory of a data processor.
- the data processor may thus be equipped to carry out the method of the invention.
- This exemplary embodiment of the invention covers both, a computer program that right from the beginning uses the invention and a computer program that by means of an up-date turns an existing program into a program that uses the invention.
- the computer program element might be able to provide all necessary steps to fulfil the procedure of an exemplary embodiment of the method as described above.
- a computer readable medium such as a CD-ROM
- the computer readable medium has a computer program element stored on it which computer program element is described by the preceding section.
- a computer program may be stored and/or distributed on a suitable medium, such as an optical storage medium or a solid state medium supplied together with or as part of other hardware, but may also be distributed in other forms, such as via the internet or other wired or wireless telecommunication systems.
- a suitable medium such as an optical storage medium or a solid state medium supplied together with or as part of other hardware, but may also be distributed in other forms, such as via the internet or other wired or wireless telecommunication systems.
- the computer program may also be presented over a network like the World Wide Web and can be downloaded into the working memory of a data processor from such a network.
- a medium for making a computer program element available for downloading is provided, which computer program element is arranged to perform a method according to one of the previously described embodiments of the invention.
Landscapes
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Medical Informatics (AREA)
- Engineering & Computer Science (AREA)
- Radiology & Medical Imaging (AREA)
- Molecular Biology (AREA)
- Biophysics (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Optics & Photonics (AREA)
- Pathology (AREA)
- Physics & Mathematics (AREA)
- Biomedical Technology (AREA)
- Heart & Thoracic Surgery (AREA)
- High Energy & Nuclear Physics (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Veterinary Medicine (AREA)
- Dentistry (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Apparatus For Radiation Diagnosis (AREA)
Abstract
The present invention relates to measuring breast thickness in mammography. In order to provide improved height measurements with high accuracy, a mammography imaging system (10) is provided that comprises a breast support device (12), an X-ray imaging device (14), and a processing device (16). The breast support device comprises a support surface (18) and at least one compression element (20). A distance measuring device (22) is provided to determine the current distance between the support surface and the compression element, and to provide the current distance as a first breast height. The X-ray imaging device is configured to provide spectral X-ray image data of a breast arranged between the support surface and the compression element. The processing device is configured to perform spectral material decomposition based on the spectral image data, and to calculate a second breast height. Further, the processing device is configured to compare the first breast height and the second breast height to determine and to provide a height difference value.
Description
BREAST THICKNESS MEASUREMENT IN MAMMOGRAPHY
FIELD OF THE INVENTION
The present invention relates to measuring thickness of a breast in mammography, and relates in particular to a mammography imaging system, a method for calibrating breast thickness measurements for mammography, a computer program element, and a computer readable medium.
BACKGROUND OF THE INVENTION
In mammography, knowledge of the breast height between the two breast holding paddles is used, for example, for determining and defining the acquisition parameters, such as which X-ray spectrum will be used for an X-ray imaging procedure to acquire mammograms, for example. The acquired X-ray images may be used for providing density information of the tissue structure; the assessment of volumetric breast density is considered to be a key feature for detection and prediction of breast cancer. For example, WO
2012/080914 Al describes breast density assessment based on dual energy basis material decomposition. However, imprecise compression heights values negatively affect many quantitative algorithms applicable to mammograms. It has been shown that this may result in inferior, non-optimal image quality, since the acquisition parameters are set for an incorrect tissue thickness. SUMMARY OF THE INVENTION
There may be a need to provide improved height measurements with high accuracy.
The object of the present invention is solved by the subject-matter of the independent claims, wherein further embodiments are incorporated in the dependent claims. It should be noted that the following described aspects of the invention apply also for the mammography imaging system and the method for calibrating breast thickness measurements for mammography, as well as to the computer program element and the computer readable medium.
According to the present invention, a mammography imaging system is
provided comprising a breast support device, an X-ray imaging device, and a processing device. The breast support device comprises a support surface and at least one compression element. A distance measuring device is provided to determine the current distance between the support surface and the compression element, and to provide the current distance as a first breast height. The X-ray imaging device is configured to provide spectral X-ray image data of a breast arranged between the support surface and the compression element. The processing device is configured to perform spectral material decomposition based on the spectral image data, and to calculate a second breast height. The processing device is configured to compare the first breast height and the second breast height to determine and to provide a height difference value.
Thus, a calibrated breast height or breast thickness, i.e. corrected and approved by two different height measurements, is provided meaning improved accuracy. The breast thickness can thus be used for further purposes, for example for determining acquisition parameters, leading to improved image quality and thus providing enhanced information about the object of interest, i.e. a patient's breast. In particular, the height difference value can be provided for further image acquisition procedures and for further image processing steps for post-image processing. Since the spectral material decomposition is provided by the processing device, and thus a manual calibration of the mammography imaging system is not required for the determining of the height difference value, the present invention provides a facilitated operating procedure in terms of calibration.
In an example, the provided X-ray image data is dual energy spectral X-ray image data.
In an example, the compression element is height-adjustable in order to adapt the mammography imaging system for different breast sizes.
The first breast height is also referred to as mechanical breast height. The second breast height is also referred to as spectral-based breast height. The compression element is also referred to as compression paddle. The breast support device may comprise a compression element as the support surface, i.e. breast support device may be provided by two adjustable compression elements. Further, the height of the breast support device may be adapted to different heights of the patient. When mentioning the term "height" in relation with the breast or the patient, this relates to a patient in a standing position. In one example, the mammography imaging system is provided for a standing-up position of the patient. In another example, the patient is arranged on a patient support, such as a patient table, to acquire images in a horizontal position, for example in a position where the breast is facing
downwards, and may be temporarily fixated by two abutting paddles.
For example, the distance measuring device is provided as at least one of the group of a mechanical measurement readout device, an optical measurement device, an electromagnetic measurement device, and an ultrasound measurement device.
The mechanical measurement may be provided by the paddle adjustment mechanism. The mechanical measurement may also be provided as a separate measurement such as a flexible, i.e. bendable band ruler. The optical measurement device may be provided by optical signals, such as laser signals to determine distance between two surfaces. The electromagnetic measurement may be provided with integrated coils in the support stand to which the paddles are attached to and a counterpart in the paddle(s). The ultrasound measurement device may be provided in one of the paddles in an area where a breast does not hinder direct path between a signal generating device and a signal receiving device. For example, a transducer may be provided such that the distance measurement is based on sound wave reflection.
The performance of the spectral material decomposition is provided in one example according to "Spectral Volumetric Glandularity Assessment" by Andre GooBen, Harald Heese, Klaus Erhard and Bjorn Norell, IWDM 2012, LNCS 7361, pages 5 to 9 to 536, Springer- Verlag 2012.
According to an example, the processing device is configured to determine a calibration factor based on the first breast height and the second breast height. The distance measuring device is calibrated with the calibration factor for further measurements.
The term "to calibrate" comprises the provision of the height difference value to the X-ray imaging device. The system may be provided to be self-calibrating. The calibrating result can be used for thickness compensation. The calibrating result can also be used for skin line correction. In a further example, the calibration is used for image correction of the image that was the basis for the spectral material decomposition.
According to an example, a compression force measuring device is provided. The compression force measuring device is configured to detect the currently applied compression force, and to provide a compression force value to the processing device. The processing device is configured to determine a compression force related calibration factor for further distance measuring and/or height calculating based on the first breast height and the and second breast height and compression force value.
The compression force related calibration factor is used to calibrate the distance measuring device, for example.
According to an example, the compression element is exchangeable with a plurality of compression elements, and an individual height difference value is provided for a number of the compression elements. The error factor can be stored or can be attached / associated otherwise to the respective compression element or paddle.
In one example, the distance measuring device is configured to perform the distance measuring for a plurality of locations across the flexible compression element's surface, and the processing device is configured to calculate the second breast height for a plurality of locations, and to generate a height difference profile for the compression element. It is noted that the height difference profile can be provided for flexible compression elements, as well as to non- flexible compression elements.
It must be noted that it is also possible to provide a distance measuring only for one location of the compression element's surface, but to perform the calculation of the second breast height for a plurality of locations and to generate a height difference profile for the compression element.
According to the present invention, a method for calibrating breast thickness measurements for mammography is provided, comprising the following steps:
a) measuring a current distance between a support surface and a compression element of a breast support device of a mammography imaging system, and providing the current distance as a first breast height;
bl) providing spectral X-ray image data of a breast arranged between the support surface and the compression element;
b2) performing spectral material decomposition based on the spectral image data; b3) calculating a second breast height; and
c) comparing the first breast height and the second breast height to determine and provide a height difference value.
The height difference value is used for determining breast thickness for further X-ray imaging, in one example. The height difference value may be used for determining breast thickness for other purposes, such as calculating an average glandular dose.
According to an example, the height difference value is used for correcting a breast thickness value.
According to an example, the determination of the first breast height and the calculation of the second breast height are provided for the same breast in the same compressed breast state.
The determination of the first breast height and the calculation of the second
breast height are provided for the same breast location, i.e. they refer to the same breast location.
According to an example, the height difference value is used to determine at least one of the group of: i) a system offset between mechanical and spectral measurement; ii) an application error factor in dependency of applied compression force and breast size; and iii) a compression element error factor of a specific compression element.
The system offset may also be referred to as system error or system compression deviation factor. The application error factor may differ between different compression forces; for example, smaller compression forces lead to less deformation and thus less deviation between measured first breast height and calculated second breast height than larger compression forces. Another variation of the application error factor may be caused by breast size; for example, larger breasts show different compression resistance than smaller breasts. The compression element error factor may be caused by aging, change in the material behaviour, defects or wear over time.
According to an example, the distance measuring is performed for a plurality of locations across the compression element's surface. For example, the compression element is non- flexible. In another example, the compression element is a flexible compression element. The calculation of the second breast height is performed for a plurality of locations, and a height difference profile is generated for the compression element.
In one example, the height difference profile is a 2D profile, i.e. a line, curve or contour profile. In another example, the height difference profile is a 3D profile, i.e. a surface profile. The height difference profile is also referred to as height profile. The height difference profile considers paddle tilt and paddle deflection, i.e. paddle bending, e.g. either in chest wall to nipple direction or in perpendicular direction.
For example, instead of or in addition to the height difference profile, a mean height difference value is determined. The distance measuring and the calculation are performed for the same plurality of locations. In another example, the distance measuring and the calculation are performed for a plurality of locations arranged in rows and columns.
According to an example, a calibration factor is determined based on the first breast height and the second breast height, and the distance measuring device is calibrated with the calibration factor for further measurements.
According to an example, a currently applied compression force is detected and a compression force related calibration factor is determined for further distance measuring and/or height calculating based on the first breast height and the second breast
height and compression force value.
According to an aspect of the present invention, the breast height in a current state or situation is measured by two different ways, for example by a mechanical height measuring and by the performance of a spectral material decomposition leading to a second breast height. By putting the two different height values into relation with each other, an error factor, or calibration factor is provided indicating the deviation between the two different measurements. Since the spectral material decomposition may be provided with a very high accuracy, for example up to less than 1 mm, the height difference value indicates the incorrectness or impreciseness of the first height measuring, for example the mechanical measuring. In addition it is possible to use calibration factors depending on external parameters, such as different compression elements, the size of the compression paddle, or the applied compression force.
These and other aspects of the present invention will become apparent from and be elucidated with reference to the embodiments described hereinafter.
BRIEF DESCRIPTION OF THE DRAWINGS
Exemplary embodiments of the invention will be described in the following with reference to the following drawings:
Fig. 1 shows a schematic setup of a mammography imaging system in one example in Fig. 1A and in another example in Fig. IB;
Fig. 2 shows a detail of a mammography imaging system with a compression force measuring device;
Fig. 3 shows a visualization of a height difference profile for a non- flexible paddle in Fig. 3A and for a flexible paddle in Fig. 3B;
Fig. 4 shows steps of an example of a method for calibrating breast thickness measurements for mammography;
Fig. 5 shows a detail of a further example of a method;
Fig. 6 shows a still further example of the method;
Fig. 7 shows an example of the method for calibrating breast thickness measurements for mammography with distance measuring at a plurality of locations;
Fig. 8 shows a further example of the method, in which a calibration factor is determined and used for calibration of the distance measuring in further measurements; and
Fig. 9 shows a further example of a method, in which the compression force is detected and a compression force related calibration factor is determined.
DETAILED DESCRIPTION OF EMBODIMENTS
Fig. 1 shows a mammography imaging system 10 that comprises a breast support device 12, an X-ray imaging device 14, and a processing device 16. The breast support device 12 comprises a support surface 18, and at least one compression element 20. A distance measuring device 22 is provided to determine the current distance between the support surface 18 and the compression element 20, and to provide the current distance as a first breast height, for example to the processing device 16, as indicated with data connection line 17. The X-ray imaging device 14 is configured to provide spectral X-ray image data of a breast arranged between the support surface 18, and the compression element 20. The processing unit 16 is configured to perform spectral material decomposition based on the spectral image data, and to calculate a second breast height. The processing device 16 is configured to compare the first breast height and the second breast height to determine and provide a height difference value.
The X-ray imaging device 14 may comprise an X-ray source 24 generating X- ray radiation 26, and a detector 28. The breast support device 12 is arranged between the X- ray source 24 and the detector 28. For example, a breast is arranged between the support surface 18 and the compression element 20, as indicated with dotted line 30. The X-ray source 24 and the detector 28 may also be controlled by the processing device 16, as indicated with connecting lines 32 and 34.
Fig. IB shows a further example of the mammography imaging system 10. The breast support device 12 is movably connected to a stand 36, i.e. a structural and stable housing for a free standing apparatus. However, instead of the stand 36, also an attachment to a wall surface may be provided. A guiding arrangement 38 indicates the possible up- and downwardly oriented adjustment, indicated with double-arrow 40. The breast support device 12 may comprise a lower support surface 18 with an integrated detector 28 (not further shown). Thus, the X-ray source 24 may be provided above the breast support device 12 with the compression element 20 to be adjustable in a vertically oriented direction, as indicated with double-arrow 42.
The mammography imaging system may be controllable by a control unit 44, arranged on a separate or second stand 46. For example, a keyboard 48 may be provided in combination with a display 50, showing certain information 52.
The distance measuring device 22 may be provided integrated in the adjustment structure of the breast support device 12 in form of an integrated mechanical
measurement readout device.
By combining the spectral material decomposition and a mechanical distance measuring, an improved knowledge about the breast height is provided, i.e. the dimension of the breast in the vertical direction in form of the stand-up arrangement shown in Fig. IB. It is noted that according to the present invention, also other forms of mammography imaging systems are provided, for example a horizontal arrangement in form of a patient table, on which the patient can lie in a downwardly facing direction such that the breast can be arranged in a hanging manner between two abutting surfaces of the breast support device (not further shown in detail).
Fig. 2 shows a further example, where a compression force measuring device 54 is provided. The compression force measuring device 54 is configured to detect the currently applied compression force F and to provide a compression force value to the processing device 16. The processing device 16 is configured to determine a compression force related calibration factor for further distance measuring and/or height calculating based on the first breast height and the second breast height and compression force value.
According to a further example, a distance measuring is performed for a plurality of locations across the compression element's surface. Further, the calculation of the second breast height is performed for a plurality of locations and a height difference profile is generated for the compression element.
Fig. 3A shows an example of a height difference profile 56 indicating a difference in thickness, for example in millimetres, provided on a vertical axis 58, indicating the respective value for the surface of, for example, a non-flexible paddle. On a first horizontal axis 60, different positions of rows R are indicated, whereas on a second horizontal axis 62, the location with respect to different columns C is indicated.
In a further example, shown in Fig. 3B, an example of a height difference profile 56 is indicated in the same manner for a flexible paddle.
The height profiles may be (colour) coded such that parts with the same deviation are also shown in similar manner. Further, the spatial orientation in the diagram itself also represents the bending or inaccuracy factor of the compression element.
Thus, a visualization of the existing error of factors or deviations of the mechanically measured breast height and the breast height provided by the spectral material decomposition is provided.
In a further example, not shown in detail, the distance measuring device 22 is provided as an optical measurement device. In a further example (also not shown), an
electromagnetic measurement device is provided. In a still further example, an ultrasound measurement device is provided (also not shown in detail).
Fig. 4 shows an example of a method 100 for calibrating breast thickness measurements for mammography. The following steps are provided:
- In a first step 110, a current distance between a support surface and compression element of a breast support device of a mammography imaging system is measured. The current distance is provided as a first breast height 112.
In a second step 114, spectral X-ray image data of a breast arranged between the support surface and the compression element is provided.
- In a third step 116, spectral material decomposition, indicated with reference numeral 118 is provided based on the spectral image data.
In a fourth step 120, a second breast height 122 is calculated.
In a fifth step 124, the first breast height 112 and the second breast height 122 are compared to determine and provide a height difference value 126.
The first step 110 is also referred to as step a), the second step 114 as step bl), the third step 116 as step b2), the fourth step 120 as step b3), and the fifth step 124 as step c).
It must be noted that also other orders of the steps may be provided, where applicable.
The height difference value 126 is used, for example, for determining breast thickness for further X-ray imaging. The height difference value 126 may also be used for determining breast thickness for other purposes, such as calculating an average glandular dose.
Fig. 5 shows an example of a method, where the height difference value 126 is used for correcting 128 a breast thickness value.
For example, the determination of the first breast height 112 and the calculation of the second breast height 122 are provided for the same breast in the same compressed breast state.
Fig. 6 shows an example of the method, in which the height difference value 126 is used to determine at least one the group of a system offset 130 between mechanical and spectral measurement, an application error factor 132 in dependency of applied compression force and breast size, and a compression element error factor 134 of a specific compression element.
Fig. 7 shows an example of the method, in which the distance measuring is performed for a plurality of locations across the compression element's surface, as indicated
with a plurality of frames 136. The calculation of the second breast height is performed for a plurality of locations, as indicated with a plurality of frames 138. Further, a height difference profile is generated for the compression element, indicated with frame 140. For example, a height difference value is provided for the plurality of locations, as indicated with a plurality of frames 142. However, the height difference value determination is provided in one example. In another example, the height difference value determination is not provided, and thus rather the height difference profile 142 is provided.
The height difference profile 142 may be provided as a 2D profile, i.e. a line, curve or contour profile. In another example, the height difference profile 142 is a 3D profile, i.e. a surface profile, for example shown in Figs. 3A and 3B.
As shown in Fig. 8, a further example is provided, in which a calibration factor 144 is determined in a further step 146, wherein the calibration factor 144 is determined 146 based on the first breast height 112 and the second breast height 122. The distance measuring device is calibrated 148 with the calibration factor 144 for further measurements, for example the measuring of the first step 110.
Fig. 9 shows a further example of the method where a currently applied compression force is detected in a detection step 150. For example, a compression force related calibration factor 152 is determined 153 for further distance measuring, for example the measuring 110, as indicated with a loop-like feedback arrow 154, or in addition, or alternatively, for further height calculating, for example the calculating step 120.
The compression force related calibration factor 152 is based on the first breast height 112 and the second breast height 122 as well as the compression force value 155.
According to an aspect of the present invention, a spectral method is used to measure the amount and thus the height of breast tissue along an X-ray regardless of the breast's composition. Comparing the mechanical measurement of compression height, i.e. readout from the gantry, for example, to the retrospectively determined breast height via spectral material decomposition, it is possible to determine a system error, as mentioned above, an error depending on compression force, or an error due to paddle aging, for example.
According to an example, for each acquired mammogram, the determination of a compression element's identification number of identification tag is provided. Further, breast thickness via mechanical measurement is provided in addition to breast thickness via spectral decomposition, h, based on the following equation:
ø¾ + -. L -+- (¾ίί - ¾£2 t ( iLB ÷ (x T
h i lji) low energy counts/ alue
high energy couuts/value
The coefficients an, n=0..5, and pm, m=1..2, of the rational polynomial can be determined via calibration with phantoms of different compositions and known heights.
Still further, a self-training calibration for each configuration, i.e. for each specific compression element, is provided by relating mechanical measurement, spectral measurement, and/or compression force.
Upon new acquisitions, the calibration can be applied to correct mechanical measurement. Still further, the calibration can be continuously updated to capture changes, such as aging, defects, etc. In a further embodiment, defect or aged paddles are detected by inspecting calibration glitches.
In another embodiment, the height measurement is not only corrected with respect to a single value, e.g. the body part thickness written into for example the
corresponding DICOM (digital-imaging-and-communication-in-medicine standard) tag, but a height profile is derived based on the calibration, i.e. including paddle tilt and deflection.
Besides providing the combination of the mechanical measurement with the spectral material decomposition in a mammography imaging system, the invention is also provided in tomosynthesis systems.
According to the invention, the image impact of a flexible paddle is reduced. For example, the "wedge contribution" of the paddle can be removed. In a further example, the skin line correction itself, reducing the final depiction of the skin line in the processed image on very dark shades of grey, may be facilitated and thus improved in terms of accuracy.
As a further example, the average glandular dose (AGD) can also benefit from the present invention, as the computation of AGD relies on a precise breast thickness.
In another exemplary embodiment of the present invention, a computer program or a computer program element is provided that is characterized by being adapted to execute the method steps of the method according to one of the preceding embodiments, on an appropriate system.
The computer program element might therefore be stored on a computer unit, which might also be part of an embodiment of the present invention. This computing unit may be adapted to perform or induce a performing of the steps of the method described above. Moreover, it may be adapted to operate the components of the above described apparatus.
The computing unit can be adapted to operate automatically and/or to execute the orders of a user. A computer program may be loaded into a working memory of a data processor. The data processor may thus be equipped to carry out the method of the invention.
This exemplary embodiment of the invention covers both, a computer program that right from the beginning uses the invention and a computer program that by means of an up-date turns an existing program into a program that uses the invention.
Further on, the computer program element might be able to provide all necessary steps to fulfil the procedure of an exemplary embodiment of the method as described above.
According to a further exemplary embodiment of the present invention, a computer readable medium, such as a CD-ROM, is presented wherein the computer readable medium has a computer program element stored on it which computer program element is described by the preceding section.
A computer program may be stored and/or distributed on a suitable medium, such as an optical storage medium or a solid state medium supplied together with or as part of other hardware, but may also be distributed in other forms, such as via the internet or other wired or wireless telecommunication systems.
However, the computer program may also be presented over a network like the World Wide Web and can be downloaded into the working memory of a data processor from such a network. According to a further exemplary embodiment of the present invention, a medium for making a computer program element available for downloading is provided, which computer program element is arranged to perform a method according to one of the previously described embodiments of the invention.
It has to be noted that embodiments of the invention are described with reference to different subject matters. In particular, some embodiments are described with reference to method type claims whereas other embodiments are described with reference to the device type claims. However, a person skilled in the art will gather from the above and the following description that, unless otherwise notified, in addition to any combination of features belonging to one type of subject matter also any combination between features relating to different subject matters is considered to be disclosed with this application.
However, all features can be combined providing synergetic effects that are more than the simple summation of the features.
While the invention has been illustrated and described in detail in the drawings and foregoing description, such illustration and description are to be considered illustrative or
exemplary and not restrictive. The invention is not limited to the disclosed embodiments. Other variations to the disclosed embodiments can be understood and effected by those skilled in the art in practicing a claimed invention, from a study of the drawings, the disclosure, and the dependent claims.
In the claims, the word "comprising" does not exclude other elements or steps, and the indefinite article "a" or "an" does not exclude a plurality. A single processor or other unit may fulfil the functions of several items re-cited in the claims. The mere fact that certain measures are re-cited in mutually different dependent claims does not indicate that a combination of these measures cannot be used to advantage. Any reference signs in the claims should not be construed as limiting the scope.
Claims
1. A mammography imaging system (10), comprising:
a breast support device (12);
an X-ray imaging device (14); and
a processing device (16);
wherein the breast support device comprises a support surface (18) and at least one compression element (20);
wherein a distance measuring device (22) is provided to determine the current distance between the support surface and the compression element, and to provide the current distance as a first breast height;
wherein the X-ray imaging device is configured to provide spectral X-ray image data of a breast arranged between the support surface and the compression element;
wherein the processing device is configured to perform spectral material decomposition based on the spectral image data, and to calculate a second breast height; and wherein the processing device is configured to compare the first breast height and the second breast height to determine and to provide a height difference value.
2. System according to claim 1 , wherein the processing device is configured to determine a calibration factor based on the first breast height and the second breast height; and
wherein the distance measuring device is calibrated with the calibration factor for further measurements.
3. System according to claim 1 or 2, further comprising:
a compression force measuring device (51);
wherein the compression force measuring device is configured to detect the currently applied compression force, and to provide a compression force value to the processing device; and
wherein the processing device is configured to determine a compression force
related calibration factor for further distance measuring and/or height calculating based on the first breast height the and second breast height and compression force value.
4. System according to claim 1, 2 or 3, wherein the compression element is exchangeable with a plurality of compression elements; and
wherein an individual height difference value is provided for a number of the compression elements.
5. A method (100) for calibrating breast thickness measurements for
mammography, comprising the following steps:
a) measuring (110) a current distance between a support surface and a compression element of a breast support device of a mammography imaging system, and providing the current distance as a first breast height (112);
bl) providing (114) spectral X-ray image data of a breast arranged between the support surface and the compression element;
b2) performing (116) spectral material decomposition (118) based on the spectral image data;
b3) calculating (120) a second breast height (122); and
c) comparing (124) the first breast height and the second breast height to determine and provide a height difference value (126).
6. Method according to claim 5, wherein the height difference value is used for correcting (128) a breast thickness value.
7. Method according to claim 5 or 6, wherein the determination of the first breast height and the calculation of the second breast height are provided for the same breast in the same compressed breast state.
8. Method according to claim 5, 6 or 7, wherein the height difference value is used to determine at least one of the group of:
i) a system offset (130) between mechanical and spectral measurement;
ii) an application error factor (132) in dependency of applied compression force and breast size; and
iii) a compression element error factor (134) of a specific compression element.
9. Method according to one of the claims 5 to 8, wherein the distance measuring is performed (136) for a plurality of locations across the compression element's surface;
wherein the calculation of the second breast height is performed (138) for a plurality of locations; and
wherein a height difference profile (142) is generated (140) for the compression element.
10. Method according to one of the claims 5 to 9, wherein a calibration factor (144) is determined (146) based on the first breast height and the second breast height; and
wherein the distance measuring device is calibrated (148) with the calibration factor for further measurements.
11. Method according to one of the claims 5 to 10, wherein a currently applied compression force is detected (150); and
wherein a compression force related calibration factor (152) is determined (153) for further distance measuring and/or height calculating (154) based on the first breast height and the second breast height and compression force value.
12. A computer program element for controlling an apparatus according to one of the claims 1 to 4, which, when being executed by a processing unit, is adapted to perform the method steps of any one of claims 5 to 11.
A computer readable medium having stored the program element of claim 12.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201261740585P | 2012-12-21 | 2012-12-21 | |
US61/740,585 | 2012-12-21 |
Publications (1)
Publication Number | Publication Date |
---|---|
WO2014097026A1 true WO2014097026A1 (en) | 2014-06-26 |
Family
ID=49956275
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/IB2013/060491 WO2014097026A1 (en) | 2012-12-21 | 2013-11-29 | Breast thickness measurement in mammography |
Country Status (1)
Country | Link |
---|---|
WO (1) | WO2014097026A1 (en) |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2017060133A1 (en) | 2015-10-05 | 2017-04-13 | Koninklijke Philips N.V. | Apparatus for characterization of a feature of a body part |
EP3219261A1 (en) * | 2016-03-07 | 2017-09-20 | General Electric Company | Breast tomosynthesis with flexible compression paddle |
WO2022060553A1 (en) * | 2020-09-15 | 2022-03-24 | Hologic, Inc. | Systems and methods for determining performance of a breast compression paddle |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20040101095A1 (en) * | 2002-11-27 | 2004-05-27 | Hologic Inc. | Full field mammography with tissue exposure control, tomosynthesis, and dynamic field of view processing |
US20050069086A1 (en) * | 2003-04-01 | 2005-03-31 | Analogic Corporation | Dynamic exposure control in radiography |
US20110019891A1 (en) * | 2009-07-27 | 2011-01-27 | Sylvie Puong | Medical imaging process for triple-energy modeling, and device for implementing such a process |
WO2012015280A2 (en) * | 2010-07-29 | 2012-02-02 | Samsung Electronics Co., Ltd. | Method and apparatus for processing image, and medical image system employing the apparatus |
WO2012080914A1 (en) | 2010-12-13 | 2012-06-21 | Koninklijke Philips Electronics N.V. | Breast density assessment |
-
2013
- 2013-11-29 WO PCT/IB2013/060491 patent/WO2014097026A1/en active Application Filing
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20040101095A1 (en) * | 2002-11-27 | 2004-05-27 | Hologic Inc. | Full field mammography with tissue exposure control, tomosynthesis, and dynamic field of view processing |
US20050069086A1 (en) * | 2003-04-01 | 2005-03-31 | Analogic Corporation | Dynamic exposure control in radiography |
US20110019891A1 (en) * | 2009-07-27 | 2011-01-27 | Sylvie Puong | Medical imaging process for triple-energy modeling, and device for implementing such a process |
WO2012015280A2 (en) * | 2010-07-29 | 2012-02-02 | Samsung Electronics Co., Ltd. | Method and apparatus for processing image, and medical image system employing the apparatus |
WO2012080914A1 (en) | 2010-12-13 | 2012-06-21 | Koninklijke Philips Electronics N.V. | Breast density assessment |
Non-Patent Citations (1)
Title |
---|
ANDRE GOOBEN; HARALD HEESE; KLAUS ERHARD; BJ6M NORELL: "IWDM 2012, LNCS 7361", 2012, SPRINGER-VERLAG, article "Spectral Volumetric Glandularity Assessment", pages: 5 - 9,536 |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2017060133A1 (en) | 2015-10-05 | 2017-04-13 | Koninklijke Philips N.V. | Apparatus for characterization of a feature of a body part |
CN108135558A (en) * | 2015-10-05 | 2018-06-08 | 皇家飞利浦有限公司 | For characterizing the device of the feature of body part |
US10881358B2 (en) | 2015-10-05 | 2021-01-05 | Koninklijke Philips N.V. | Tomosynthesis apparatus and method for characterizing a lesion in a breast |
CN108135558B (en) * | 2015-10-05 | 2021-09-03 | 皇家飞利浦有限公司 | Device for characterizing a body part |
EP3219261A1 (en) * | 2016-03-07 | 2017-09-20 | General Electric Company | Breast tomosynthesis with flexible compression paddle |
US9943280B2 (en) | 2016-03-07 | 2018-04-17 | General Electric Company | Breast tomosynthesis with flexible compression paddle |
WO2022060553A1 (en) * | 2020-09-15 | 2022-03-24 | Hologic, Inc. | Systems and methods for determining performance of a breast compression paddle |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US9168013B2 (en) | Breast density assessment | |
US10932740B2 (en) | Optimization of X-ray imaging during mammographic examination | |
JP6027687B2 (en) | Breast thickness measuring apparatus and breast thickness measuring method | |
US9993223B2 (en) | Individual monitoring of compression for mammographic examinations | |
US7545908B2 (en) | Method and arrangement relating to x-ray imaging | |
US8831319B2 (en) | Method and system for calibrating CT images | |
JP6215449B2 (en) | X-ray CT apparatus and processing apparatus | |
US7289595B2 (en) | Computerized method and device for calculating an orthogonal x-ray attenuation of a subject using a measured, x-ray attenuation reference | |
CN104334081A (en) | Motion layer decomposition calibration of x-ray ct imagers | |
EP2578155A1 (en) | X-ray calibration device | |
CN110770607A (en) | Method and device for processing photon counting type X-ray detection data, and X-ray device | |
KR20160026197A (en) | mammography system and method | |
KR101500481B1 (en) | Average glandular dose calculation method for digital mammography and digital breast tomosynthesis and computer readable record-midium on which program for excuiting method thereof | |
EP2721581B1 (en) | Method to detect and indicate inaccuracies in long length imaging | |
WO2014097026A1 (en) | Breast thickness measurement in mammography | |
JP5388476B2 (en) | Image display apparatus, mammography apparatus and image display program | |
KR20150057013A (en) | Apparatus, Method and Target Panthom for Obtaining Computed Tomography and CT Image Using The Same | |
JP2019084158A (en) | Image processing apparatus, image processing method, radiation imaging apparatus, control method of radiation imaging apparatus, and program | |
EP2508132A1 (en) | Method of generating a radiation image of an elongate body | |
US8300905B2 (en) | Adaptive image processing and display for digital and computed radiography images | |
KR101945856B1 (en) | System and method for measuring visceral fat using x-ray | |
WO2013190440A1 (en) | Image-based determination of source detector spatial relation | |
Malkov et al. | A calibration approach for single-energy x-ray absorptiometry method to provide absolute breast tissue composition accuracy for the long term | |
JP2023067431A (en) | X-ray fluoroscopic apparatus | |
KR20170004514A (en) | Scoliosis analysis system |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
121 | Ep: the epo has been informed by wipo that ep was designated in this application |
Ref document number: 13821178 Country of ref document: EP Kind code of ref document: A1 |
|
NENP | Non-entry into the national phase |
Ref country code: DE |
|
122 | Ep: pct application non-entry in european phase |
Ref document number: 13821178 Country of ref document: EP Kind code of ref document: A1 |