CN109937433B - 用于x射线图像中的不透明区的检测的装置 - Google Patents

用于x射线图像中的不透明区的检测的装置 Download PDF

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Publication number
CN109937433B
CN109937433B CN201780069080.8A CN201780069080A CN109937433B CN 109937433 B CN109937433 B CN 109937433B CN 201780069080 A CN201780069080 A CN 201780069080A CN 109937433 B CN109937433 B CN 109937433B
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interest
region
model
ray image
radiograph
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CN109937433A (zh
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J·冯贝格
S·扬
D·贝斯特罗夫
N·维贝尔奈特
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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
    • A61B6/52—Devices using data or image processing specially adapted for radiation diagnosis
    • A61B6/5205—Devices using data or image processing specially adapted for radiation diagnosis involving processing of raw data to produce diagnostic data
    • 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
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • 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
    • A61B6/46—Arrangements for interfacing with the operator or the patient
    • A61B6/461—Displaying means of special interest
    • A61B6/463—Displaying means of special interest characterised by displaying multiple images or images and diagnostic data on one display
    • 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
    • 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
    • G06T2207/20112—Image segmentation details
    • G06T2207/20128—Atlas-based segmentation
    • 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
    • G06T2207/30061—Lung

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Radiology & Medical Imaging (AREA)
  • General Health & Medical Sciences (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Physics & Mathematics (AREA)
  • Public Health (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Molecular Biology (AREA)
  • Veterinary Medicine (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Optics & Photonics (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Quality & Reliability (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Analysing Materials By The Use Of Radiation (AREA)
  • Image Analysis (AREA)
CN201780069080.8A 2016-11-08 2017-10-26 用于x射线图像中的不透明区的检测的装置 Active CN109937433B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP16197665.9 2016-11-08
EP16197665 2016-11-08
PCT/EP2017/077376 WO2018086893A1 (en) 2016-11-08 2017-10-26 Apparatus for the detection of opacities in x-ray images

Publications (2)

Publication Number Publication Date
CN109937433A CN109937433A (zh) 2019-06-25
CN109937433B true CN109937433B (zh) 2024-01-16

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Country Link
US (1) US11058383B2 (enExample)
EP (1) EP3539079A1 (enExample)
JP (1) JP2019536531A (enExample)
CN (1) CN109937433B (enExample)
WO (1) WO2018086893A1 (enExample)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3622891A1 (en) 2018-09-13 2020-03-18 Koninklijke Philips N.V. Calculation device for determining ventilation defects
JP7023254B2 (ja) * 2019-03-27 2022-02-21 富士フイルム株式会社 撮影支援装置、方法およびプログラム
EP3866107A1 (en) * 2020-02-14 2021-08-18 Koninklijke Philips N.V. Model-based image segmentation
CN111815557B (zh) * 2020-06-04 2024-11-19 上海联影智能医疗科技有限公司 图像分析方法、装置、设备及存储介质
EP3970620A1 (en) * 2020-09-21 2022-03-23 Koninklijke Philips N.V. Processing dark-field x-ray image data information

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH09147082A (ja) * 1995-11-20 1997-06-06 Sumitomo Heavy Ind Ltd 画像診断支援装置
JP2005198887A (ja) * 2004-01-16 2005-07-28 Fuji Photo Film Co Ltd 解剖学的構造物の構造検出方法および装置並びにプログラム、構造物除去画像生成装置、異常陰影検出装置
CN102053963A (zh) * 2009-10-28 2011-05-11 沈阳工业大学 一种胸部x线图像检索方法
CN102088910A (zh) * 2008-07-07 2011-06-08 浜松光子学株式会社 脑部疾病的诊断系统
WO2011135484A1 (en) * 2010-04-26 2011-11-03 Koninklijke Philips Electronics N.V. Device and method for providing subtraction images
CN102938013A (zh) * 2011-08-15 2013-02-20 株式会社东芝 医用图像处理装置及医用图像处理方法

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7660453B2 (en) * 2000-10-11 2010-02-09 Imaging Therapeutics, Inc. Methods and devices for analysis of x-ray images
US20040175034A1 (en) 2001-06-20 2004-09-09 Rafael Wiemker Method for segmentation of digital images
US20030128801A1 (en) * 2002-01-07 2003-07-10 Multi-Dimensional Imaging, Inc. Multi-modality apparatus for dynamic anatomical, physiological and molecular imaging
JP2004041694A (ja) * 2002-05-13 2004-02-12 Fuji Photo Film Co Ltd 画像生成装置およびプログラム、画像選択装置、画像出力装置、画像提供サービスシステム
JP2005073122A (ja) * 2003-08-27 2005-03-17 Fuji Photo Film Co Ltd 画像処理方法および装置並びにプログラム
US7747052B2 (en) 2005-11-29 2010-06-29 Siemens Medical Solutions Usa, Inc. System and method for detecting solid components of ground glass nodules in pulmonary computed tomography images
EP2022402A1 (en) * 2006-05-25 2009-02-11 Hitachi Medical Corporation X-ray ct apparatus
FR2904882B1 (fr) 2006-08-11 2008-11-14 Gen Electric Procede de traitement d'images radiologiques pour une detection d'opacites
US20090052763A1 (en) 2007-06-04 2009-02-26 Mausumi Acharyya Characterization of lung nodules
US8238635B2 (en) * 2008-03-21 2012-08-07 General Electric Company Method and system for identifying defects in radiographic image data corresponding to a scanned object
WO2010013300A1 (ja) * 2008-07-28 2010-02-04 日本メジフィジックス株式会社 脳神経疾患検出技術
US8731255B2 (en) 2008-11-05 2014-05-20 University Of Louisville Research Foundation, Inc. Computer aided diagnostic system incorporating lung segmentation and registration
WO2011077334A1 (en) 2009-12-22 2011-06-30 Koninklijke Philips Electronics N.V. Bone suppression in x-ray radiograms
CN106163404B (zh) 2014-04-08 2019-04-23 Icad股份有限公司 用于射线图像的肺分割和骨抑制技术

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH09147082A (ja) * 1995-11-20 1997-06-06 Sumitomo Heavy Ind Ltd 画像診断支援装置
JP2005198887A (ja) * 2004-01-16 2005-07-28 Fuji Photo Film Co Ltd 解剖学的構造物の構造検出方法および装置並びにプログラム、構造物除去画像生成装置、異常陰影検出装置
CN102088910A (zh) * 2008-07-07 2011-06-08 浜松光子学株式会社 脑部疾病的诊断系统
CN102053963A (zh) * 2009-10-28 2011-05-11 沈阳工业大学 一种胸部x线图像检索方法
WO2011135484A1 (en) * 2010-04-26 2011-11-03 Koninklijke Philips Electronics N.V. Device and method for providing subtraction images
CN102938013A (zh) * 2011-08-15 2013-02-20 株式会社东芝 医用图像处理装置及医用图像处理方法

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Bilal Ahmed等.Rib Suppression for Enhancing Frontal Chest Radiographs Using Independent Component Analysis.《Adaptive and Natural Computing Algorithms》.Springer Berlin Heidelberg,2007,第300-308页. *
Robust and Reproducible Quantification of the Extent of Chest Radiographic Abnormalities (And It’s Free!);Ana Requena-Méndez等;《PLOS ONE》;20150521;第10卷;第1-7页 *

Also Published As

Publication number Publication date
JP2019536531A (ja) 2019-12-19
CN109937433A (zh) 2019-06-25
WO2018086893A1 (en) 2018-05-17
US11058383B2 (en) 2021-07-13
EP3539079A1 (en) 2019-09-18
US20190254618A1 (en) 2019-08-22

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