WO2012049586A3 - Micro-particulate identification and classification in ultrasound images - Google Patents

Micro-particulate identification and classification in ultrasound images Download PDF

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Publication number
WO2012049586A3
WO2012049586A3 PCT/IB2011/054361 IB2011054361W WO2012049586A3 WO 2012049586 A3 WO2012049586 A3 WO 2012049586A3 IB 2011054361 W IB2011054361 W IB 2011054361W WO 2012049586 A3 WO2012049586 A3 WO 2012049586A3
Authority
WO
WIPO (PCT)
Prior art keywords
micro
images
particulates
classification
breast
Prior art date
Application number
PCT/IB2011/054361
Other languages
French (fr)
Other versions
WO2012049586A2 (en
Inventor
Jayne Louise Angela Armfield
Michael R. Vion
Julia DMITRIEVA
Original Assignee
Koninklijke Philips Electronics N.V.
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Koninklijke Philips Electronics N.V. filed Critical Koninklijke Philips Electronics N.V.
Publication of WO2012049586A2 publication Critical patent/WO2012049586A2/en
Publication of WO2012049586A3 publication Critical patent/WO2012049586A3/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0012Biomedical image inspection
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/08Detecting organic movements or changes, e.g. tumours, cysts, swellings
    • A61B8/0825Detecting organic movements or changes, e.g. tumours, cysts, swellings for diagnosis of the breast, e.g. mammography
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/13Tomography
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/48Diagnostic techniques
    • A61B8/483Diagnostic techniques involving the acquisition of a 3D volume of data
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S15/00Systems using the reflection or reradiation of acoustic waves, e.g. sonar systems
    • G01S15/88Sonar systems specially adapted for specific applications
    • G01S15/89Sonar systems specially adapted for specific applications for mapping or imaging
    • G01S15/8906Short-range imaging systems; Acoustic microscope systems using pulse-echo techniques
    • G01S15/8909Short-range imaging systems; Acoustic microscope systems using pulse-echo techniques using a static transducer configuration
    • G01S15/8915Short-range imaging systems; Acoustic microscope systems using pulse-echo techniques using a static transducer configuration using a transducer array
    • G01S15/8925Short-range imaging systems; Acoustic microscope systems using pulse-echo techniques using a static transducer configuration using a transducer array the array being a two-dimensional transducer configuration, i.e. matrix or orthogonal linear arrays
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S15/00Systems using the reflection or reradiation of acoustic waves, e.g. sonar systems
    • G01S15/88Sonar systems specially adapted for specific applications
    • G01S15/89Sonar systems specially adapted for specific applications for mapping or imaging
    • G01S15/8906Short-range imaging systems; Acoustic microscope systems using pulse-echo techniques
    • G01S15/8993Three dimensional imaging systems
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/52Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00
    • G01S7/52017Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00 particularly adapted to short-range imaging
    • G01S7/52023Details of receivers
    • G01S7/52034Data rate converters
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/52Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00
    • G01S7/52017Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00 particularly adapted to short-range imaging
    • G01S7/52023Details of receivers
    • G01S7/52036Details of receivers using analysis of echo signal for target characterisation
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/52Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00
    • G01S7/52017Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00 particularly adapted to short-range imaging
    • G01S7/52053Display arrangements
    • G01S7/52057Cathode ray tube displays
    • G01S7/52074Composite displays, e.g. split-screen displays; Combination of multiple images or of images and alphanumeric tabular information
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T15/003D [Three Dimensional] image rendering
    • G06T15/08Volume rendering
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/11Region-based segmentation
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00Diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/52Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves
    • A61B8/5215Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data
    • A61B8/523Devices using data or image processing specially adapted for diagnosis using ultrasonic, sonic or infrasonic waves involving processing of medical diagnostic data for generating planar views from image data in a user selectable plane not corresponding to the acquisition plane
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2200/00Indexing scheme for image data processing or generation, in general
    • G06T2200/04Indexing scheme for image data processing or generation, in general involving 3D image data
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10132Ultrasound image
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • G06T2207/30068Mammography; Breast

Abstract

An ultrasonic diagnostic imaging system utilizes a two dimensional matrix array transducer to acquire image data of a volumetric region of a breast or testis. Two dimensional image planes are formed from the image data by multi-planar reformatting (MPR) in a plurality of different orientations and the 2D planes are examined to identify one or more images with a high number of micro-particulates. In a constructed embodiment this is done by forming histograms of bright specular reflectors in the images. Dim spots which may be caused by noise are eliminated, as are large spots from ligaments and connecting tissue in breast images. The image with the greatest number of identified micro-particulates and the number of micro-particulates are displayed to the user for diagnosis.
PCT/IB2011/054361 2010-10-11 2011-10-04 Micro-particulate identification and classification in ultrasound images WO2012049586A2 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US39171110P 2010-10-11 2010-10-11
US61/391,711 2010-10-11

Publications (2)

Publication Number Publication Date
WO2012049586A2 WO2012049586A2 (en) 2012-04-19
WO2012049586A3 true WO2012049586A3 (en) 2012-06-07

Family

ID=44863161

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/IB2011/054361 WO2012049586A2 (en) 2010-10-11 2011-10-04 Micro-particulate identification and classification in ultrasound images

Country Status (1)

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WO (1) WO2012049586A2 (en)

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040181152A1 (en) * 2003-03-11 2004-09-16 Zhang Heidi D. Ultrasound breast screening device
US20100141654A1 (en) * 2008-12-08 2010-06-10 Neemuchwala Huzefa F Device and Method for Displaying Feature Marks Related to Features in Three Dimensional Images on Review Stations

Family Cites Families (6)

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Publication number Priority date Publication date Assignee Title
US5474073A (en) 1994-11-22 1995-12-12 Advanced Technology Laboratories, Inc. Ultrasonic diagnostic scanning for three dimensional display
US5485842A (en) 1994-11-30 1996-01-23 Advanced Technology Laboratories, Inc. Ultrasonic diagnostic scan conversion for three dimensional display processing
US5833613A (en) 1996-09-27 1998-11-10 Advanced Technology Laboratories, Inc. Ultrasonic diagnostic imaging with contrast agents
US5720291A (en) 1996-03-22 1998-02-24 Advanced Technology Laboratories, Inc. Three dimensional medical ultrasonic diagnostic image of tissue texture and vasculature
US6013032A (en) 1998-03-13 2000-01-11 Hewlett-Packard Company Beamforming methods and apparatus for three-dimensional ultrasound imaging using two-dimensional transducer array
US6468216B1 (en) 2000-08-24 2002-10-22 Kininklijke Philips Electronics N.V. Ultrasonic diagnostic imaging of the coronary arteries

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040181152A1 (en) * 2003-03-11 2004-09-16 Zhang Heidi D. Ultrasound breast screening device
US20100141654A1 (en) * 2008-12-08 2010-06-10 Neemuchwala Huzefa F Device and Method for Displaying Feature Marks Related to Features in Three Dimensional Images on Review Stations

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
CHANG R F ET AL: "Microcalcification Detection in 3-D Breast Ultrasound", ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, 2005. IEEE-EMBS 2005. 27T H ANNUAL INTERNATIONAL CONFERENCE OF THE SHANGHAI, CHINA 01-04 SEPT. 2005, PISCATAWAY, NJ, USA,IEEE, 1 September 2005 (2005-09-01), pages 6297 - 6300, XP010907280, ISBN: 978-0-7803-8741-6, DOI: 10.1109/IEMBS.2005.1615937 *
GONZALES R., WOODS R.: "Digital Image Processing, 2nd Edition", 2002, PRENTICE HALL, New Jersey, USA, XP002671916 *
KOSTOVIC N.: "Matrix Technology - A NewStandard in Breast Ultrasound", ULTRASOUND POST - TECHNICAL DEVELOPMENT AND MEDICAL RESEARCH- NEWS AND FACTS, 2005, XP002671914, Retrieved from the Internet <URL:http://www.gehealthcare.com/euen/ultrasound/docs/education/uspost/2005/US_Post_01_2005.pdf> [retrieved on 20120321] *
TESSLER F, BROWN J.: "Volume ultrasound competes with planar CT and MRI", DIAGNOSITC IMAGING, 2007, XP002671915, Retrieved from the Internet <URL:http://www.healthcare.philips.com/phpwc/main/shared/assets/documents/ultrasound/products/campaigns/pushing%20the%20boundaries/16000.pdf> [retrieved on 20120321] *
WEISMANN ET AL: "Diagnostic algorithm: How to make use of new 2D, 3D and 4D ultrasound technologies in breast imaging", EUROPEAN JOURNAL OF RADIOLOGY, ELSEVIER SCIENCE, NL, vol. 64, no. 2, 19 October 2007 (2007-10-19), pages 250 - 257, XP022306716, ISSN: 0720-048X *

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