CN105745686B - 处理双能量谱乳房摄影图像 - Google Patents

处理双能量谱乳房摄影图像 Download PDF

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Publication number
CN105745686B
CN105745686B CN201480063769.6A CN201480063769A CN105745686B CN 105745686 B CN105745686 B CN 105745686B CN 201480063769 A CN201480063769 A CN 201480063769A CN 105745686 B CN105745686 B CN 105745686B
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image data
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pixel
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CN105745686A (zh
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H-I·马克
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Koninklijke Philips NV
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Koninklijke Philips NV
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    • 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
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5258—Devices using data or image processing specially adapted for radiation diagnosis involving detection or reduction of artifacts or noise
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/50—Image enhancement or restoration using two or more images, e.g. averaging or subtraction
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • 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
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2223/00—Investigating materials by wave or particle radiation
    • G01N2223/40—Imaging
    • G01N2223/423—Imaging multispectral imaging-multiple energy imaging
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10116—X-ray image
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20212—Image combination
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20212—Image combination
    • G06T2207/20221—Image fusion; Image merging
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20212—Image combination
    • G06T2207/20224—Image subtraction
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30068—Mammography; Breast
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2211/00—Image generation
    • G06T2211/40—Computed tomography
    • G06T2211/408—Dual energy

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Optics & Photonics (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Biomedical Technology (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Pathology (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Quality & Reliability (AREA)
  • Artificial Intelligence (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Image Processing (AREA)
CN201480063769.6A 2013-11-20 2014-11-12 处理双能量谱乳房摄影图像 Expired - Fee Related CN105745686B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP13193661.9 2013-11-20
EP13193661 2013-11-20
PCT/EP2014/074298 WO2015074916A1 (en) 2013-11-20 2014-11-12 Processing dual energy spectral mammography images

Publications (2)

Publication Number Publication Date
CN105745686A CN105745686A (zh) 2016-07-06
CN105745686B true CN105745686B (zh) 2019-04-12

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Country Link
US (1) US9905003B2 (cg-RX-API-DMAC10.html)
EP (1) EP3072105B1 (cg-RX-API-DMAC10.html)
JP (1) JP6401267B2 (cg-RX-API-DMAC10.html)
CN (1) CN105745686B (cg-RX-API-DMAC10.html)
RU (1) RU2016124115A (cg-RX-API-DMAC10.html)
WO (1) WO2015074916A1 (cg-RX-API-DMAC10.html)

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KR102301409B1 (ko) * 2014-09-26 2021-09-14 삼성전자주식회사 엑스선 장치 및 그 제어방법
US10255697B2 (en) * 2014-11-20 2019-04-09 Koninklijke Philips N.V. Method for generation of synthetic mammograms from tomosynthesis data
CN107106105B (zh) 2015-09-16 2021-09-07 皇家飞利浦有限公司 用于物体的x射线成像装置
EP3429474B1 (en) 2016-06-07 2019-07-10 Koninklijke Philips N.V. Improved precision and resolution of quantitative imaging by combining spectral and non-spectral material decomposition
DE102016224717B4 (de) * 2016-12-12 2018-12-20 Siemens Healthcare Gmbh Verfahren zum Ermitteln von Gewebeeigenschaften von Tumoren, sowie Bildanalyseeinrichtung, Computertomographiesystem, Computerprogrammprodukt und computerlesbares Medium
WO2019237179A1 (en) * 2018-06-15 2019-12-19 Dalhousie University Methods and apparatus for dual energy x-ray imaging
US11037280B2 (en) * 2019-03-12 2021-06-15 GE Precision Healthcare LLC System and method for simulating bilateral injection of contrast agent into a patient
JP7007319B2 (ja) * 2019-03-29 2022-01-24 富士フイルム株式会社 放射線撮影装置、放射線撮影装置の作動方法、放射線撮影装置の作動プログラム
KR102760999B1 (ko) * 2022-04-11 2025-02-03 주식회사 디알텍 엑스선 촬영 장치 및 이를 이용하는 엑스선 촬영 방법
CN115761467B (zh) * 2022-11-21 2025-05-27 大连海事大学 一种基于高低频特征差分金字塔神经网络的水下目标检测方法

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WO2008084880A1 (en) * 2007-01-12 2008-07-17 Fujifilm Corporation Radiation image processing method, apparatus and program
WO2013076662A1 (en) * 2011-11-25 2013-05-30 Koninklijke Philips Electronics N.V. Spectral image processing in x-ray imaging

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US4542459A (en) * 1982-11-26 1985-09-17 General Electric Company Matched filter for x-ray hybrid subtraction
US5771269A (en) * 1995-12-29 1998-06-23 Advanced Optical Technologies, Inc. Apparatus and method for removing scatter from an x-ray image
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JP4919408B2 (ja) * 2007-01-12 2012-04-18 富士フイルム株式会社 放射線画像処理方法および装置ならびにプログラム
JP4913606B2 (ja) * 2007-01-12 2012-04-11 富士フイルム株式会社 放射線画像処理方法および装置ならびにプログラム
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JP4895204B2 (ja) * 2007-03-22 2012-03-14 富士フイルム株式会社 画像成分分離装置、方法、およびプログラム、ならびに、正常画像生成装置、方法、およびプログラム
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US6683934B1 (en) * 2000-06-05 2004-01-27 General Electric Company Dual energy x-ray imaging system and method for radiography and mammography
CN101129266A (zh) * 2006-08-22 2008-02-27 柯尼卡美能达医疗印刷器材株式会社 X线图像处理系统
WO2008084880A1 (en) * 2007-01-12 2008-07-17 Fujifilm Corporation Radiation image processing method, apparatus and program
WO2013076662A1 (en) * 2011-11-25 2013-05-30 Koninklijke Philips Electronics N.V. Spectral image processing in x-ray imaging

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Also Published As

Publication number Publication date
CN105745686A (zh) 2016-07-06
US20160267651A1 (en) 2016-09-15
JP6401267B2 (ja) 2018-10-10
RU2016124115A (ru) 2017-12-25
EP3072105B1 (en) 2017-05-17
US9905003B2 (en) 2018-02-27
JP2016537099A (ja) 2016-12-01
WO2015074916A1 (en) 2015-05-28
EP3072105A1 (en) 2016-09-28

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Granted publication date: 20190412