CN109983502B - 用于医学图像数据集的质量评估的设备和方法 - Google Patents

用于医学图像数据集的质量评估的设备和方法 Download PDF

Info

Publication number
CN109983502B
CN109983502B CN201780065534.4A CN201780065534A CN109983502B CN 109983502 B CN109983502 B CN 109983502B CN 201780065534 A CN201780065534 A CN 201780065534A CN 109983502 B CN109983502 B CN 109983502B
Authority
CN
China
Prior art keywords
medical image
fov
information
image dataset
dataset
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
CN201780065534.4A
Other languages
English (en)
Chinese (zh)
Other versions
CN109983502A (zh
Inventor
T·比洛
S·扬
T·诺德霍夫
T·P·哈德
J-H·比克
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Koninklijke Philips NV
Original Assignee
Koninklijke Philips NV
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 NV filed Critical Koninklijke Philips NV
Publication of CN109983502A publication Critical patent/CN109983502A/zh
Application granted granted Critical
Publication of CN109983502B publication Critical patent/CN109983502B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • 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
    • 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
    • A61B6/02—Arrangements for diagnosis sequentially in different planes; Stereoscopic radiation diagnosis
    • A61B6/03—Computed tomography [CT]
    • A61B6/032—Transmission computed tomography [CT]
    • 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
    • A61B6/501—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 the head, e.g. neuroimaging or craniography
    • 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
    • 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
    • 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
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/20—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
    • 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
    • G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
    • G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
    • G16H40/63—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
    • 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
    • G06T2207/10072—Tomographic images
    • G06T2207/10081—Computed x-ray tomography [CT]
    • 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
    • G06T2207/30016—Brain
    • 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
    • G06T2207/30168—Image quality inspection

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Biomedical Technology (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Physics & Mathematics (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • General Business, Economics & Management (AREA)
  • Business, Economics & Management (AREA)
  • Surgery (AREA)
  • Biophysics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Molecular Biology (AREA)
  • High Energy & Nuclear Physics (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Pathology (AREA)
  • Optics & Photonics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Theoretical Computer Science (AREA)
  • Quality & Reliability (AREA)
  • General Physics & Mathematics (AREA)
  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Neurosurgery (AREA)
  • Neurology (AREA)
  • Pulmonology (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
CN201780065534.4A 2016-10-25 2017-10-25 用于医学图像数据集的质量评估的设备和方法 Active CN109983502B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
EP16195419.3 2016-10-25
EP16195419 2016-10-25
PCT/EP2017/077307 WO2018077949A1 (en) 2016-10-25 2017-10-25 Device and method for quality assessment of medical image datasets

Publications (2)

Publication Number Publication Date
CN109983502A CN109983502A (zh) 2019-07-05
CN109983502B true CN109983502B (zh) 2023-06-13

Family

ID=57206071

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201780065534.4A Active CN109983502B (zh) 2016-10-25 2017-10-25 用于医学图像数据集的质量评估的设备和方法

Country Status (5)

Country Link
US (1) US11024028B2 (enExample)
EP (1) EP3533029B1 (enExample)
JP (1) JP7097877B2 (enExample)
CN (1) CN109983502B (enExample)
WO (1) WO2018077949A1 (enExample)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3644273A1 (en) * 2018-10-24 2020-04-29 Koninklijke Philips N.V. System for determining image quality parameters for medical images
CN110428415B (zh) * 2019-08-05 2022-05-13 上海联影医疗科技股份有限公司 医学图像的质量评估方法、装置、设备及存储介质
CN110717912A (zh) * 2019-10-18 2020-01-21 上海联影智能医疗科技有限公司 医学图像质控系统、方法、计算机设备和可读存储介质
WO2022018270A1 (en) * 2020-07-24 2022-01-27 Koninklijke Philips N.V. Instant scout scan checker
US20230309936A1 (en) * 2020-09-02 2023-10-05 Koninklijke Philips N.V. Automatic malposition detection of medical devices in medical images
CN116472590A (zh) * 2020-11-17 2023-07-21 皇家飞利浦有限公司 用于专业成长和操作改进的技术专家评估
DE102020216306A1 (de) * 2020-12-18 2022-06-23 Siemens Healthcare Gmbh Computerimplementiertes Verfahren zum Betrieb einer medizinischen Bildgebungseinrichtung, Bildgebungseinrichtung, Computerprogramm und elektronisch lesbarer Datenträger
EP4159129A1 (en) * 2021-10-01 2023-04-05 Koninklijke Philips N.V. Medical imaging and analysis method
EP4311494A1 (en) * 2022-07-28 2024-01-31 Koninklijke Philips N.V. A ct scanner and a scanning method for performing a brain scan
CN117150065B (zh) * 2023-08-16 2024-05-28 内蒙古惠强科技有限公司 一种图像信息的采集方法及系统

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101765843A (zh) * 2007-08-01 2010-06-30 皇家飞利浦电子股份有限公司 使用医学相关术语访问医学图像数据库
CN101896911A (zh) * 2007-12-13 2010-11-24 皇家飞利浦电子股份有限公司 从医学图像数据集检索数据的方法
CN102436539A (zh) * 2010-08-27 2012-05-02 通用电气公司 用于分析和可视化局部临床特征的系统和方法

Family Cites Families (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5572125A (en) * 1991-03-25 1996-11-05 Dunkel; Reinhard Correction and automated analysis of spectral and imaging data
DE10036207B4 (de) * 2000-07-25 2006-11-30 Siemens Ag Verfahren zum Durchführen einer Perfusionsmessung mittels Magnetresonanzbildgebung
JP2006218139A (ja) * 2005-02-14 2006-08-24 Fuji Photo Film Co Ltd 写損情報集計システム
JP4717585B2 (ja) * 2005-10-14 2011-07-06 富士フイルム株式会社 医用画像判定装置、医用画像判定方法およびそのプログラム
EP1952340B1 (en) 2005-11-21 2012-10-24 Agency for Science, Technology and Research Superimposing brain atlas images and brain images with delineation of infarct and penumbra for stroke diagnosis
US20070147579A1 (en) 2005-12-23 2007-06-28 De Man Bruno K B Method and system for radiographic imaging with organ-based radiation profile prescription
US20110246521A1 (en) * 2007-08-06 2011-10-06 Hui Luo System and method for discovering image quality information related to diagnostic imaging performance
US7912263B2 (en) * 2007-08-06 2011-03-22 Carestream Health, Inc. Method for detecting clipped anatomy in medical images
EP2194486A1 (en) 2008-12-04 2010-06-09 Koninklijke Philips Electronics N.V. A method, apparatus, and computer program product for acquiring medical image data
US8520920B2 (en) * 2009-11-11 2013-08-27 Siemens Corporation System for dynamically improving medical image acquisition quality
WO2011058461A1 (en) 2009-11-16 2011-05-19 Koninklijke Philips Electronics N.V. Scan plan field of view adjustor, determiner, and/or quality assessor
WO2012012768A1 (en) 2010-07-23 2012-01-26 Tomotherapy Incorporated System and method for identifying an anatomical organ in a patient
US8761479B2 (en) * 2010-11-08 2014-06-24 General Electric Company System and method for analyzing and visualizing spectral CT data
EP2691895A2 (en) * 2011-03-29 2014-02-05 Koninklijke Philips N.V. Image acquisition and/or image related parameter recommender
US8737705B2 (en) 2011-09-01 2014-05-27 General Electric Company Method and apparatus for determining a subjects orientation
US10282064B2 (en) * 2012-06-20 2019-05-07 Koninklijke Philips N.V. Graphical user interface for medical instruments
US9330454B2 (en) * 2012-09-12 2016-05-03 Bruce Reiner Method and apparatus for image-centric standardized tool for quality assurance analysis in medical imaging
DE102014219376A1 (de) * 2014-09-25 2016-03-31 Siemens Aktiengesellschaft Verfahren zu einer Erfassung eines hochaufgelösten Magnetresonanzbilddatensatzes zumindest eines begrenzten Körperbereichs mit zumindest einer anatomischen Struktur eines Patienten
AU2015331579A1 (en) * 2014-10-17 2017-05-25 Cireca Theranostics, Llc Methods and systems for classifying biological samples, including optimization of analyses and use of correlation

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101765843A (zh) * 2007-08-01 2010-06-30 皇家飞利浦电子股份有限公司 使用医学相关术语访问医学图像数据库
CN101896911A (zh) * 2007-12-13 2010-11-24 皇家飞利浦电子股份有限公司 从医学图像数据集检索数据的方法
CN102436539A (zh) * 2010-08-27 2012-05-02 通用电气公司 用于分析和可视化局部临床特征的系统和方法

Also Published As

Publication number Publication date
EP3533029A1 (en) 2019-09-04
JP2019536515A (ja) 2019-12-19
US11024028B2 (en) 2021-06-01
WO2018077949A1 (en) 2018-05-03
EP3533029B1 (en) 2023-09-13
CN109983502A (zh) 2019-07-05
JP7097877B2 (ja) 2022-07-08
US20190244353A1 (en) 2019-08-08

Similar Documents

Publication Publication Date Title
JP7097877B2 (ja) 医用画像データセットの品質評価のための装置及び方法
US20210158531A1 (en) Patient Management Based On Anatomic Measurements
US10783637B2 (en) Learning data generation support apparatus, learning data generation support method, and learning data generation support program
US20240350109A1 (en) Machine learning based quality assessment of medical imagery and its use in facilitating imaging operations
JP6738305B2 (ja) 学習データ生成支援装置および学習データ生成支援装置の作動方法並びに学習データ生成支援プログラム
US20210174503A1 (en) Method, system and storage medium with a program for the automatic analysis of medical image data
US11468659B2 (en) Learning support device, learning support method, learning support program, region-of-interest discrimination device, region-of-interest discrimination method, region-of-interest discrimination program, and learned model
US8892577B2 (en) Apparatus and method for storing medical information
US11669960B2 (en) Learning system, method, and program
WO2022215530A1 (ja) 医用画像装置、医用画像方法、及び医用画像プログラム
Huang et al. The comparison of convolutional neural networks and the manual measurement of cobb angle in adolescent idiopathic scoliosis
Abdel-Alim et al. Three-dimensional stereophotogrammetry in the evaluation of craniosynostosis: current and potential use cases
US20180293772A1 (en) Automatic layout apparatus, automatic layout method, and automatic layout program
US11238974B2 (en) Information processing apparatus, information processing method, and storage medium storing program
Applegren et al. Relationship of a metopic ridge and anterior cranial volume measured by a noninvasive laser shape digitizer
CA3034814C (en) System and method for using imaging quality metric ranking
US12512210B2 (en) Medical image display apparatus, method, and program
US12423809B2 (en) Medical image processing apparatus, method, and program for detecting abnormal region by setting threshold
CN109427416B (zh) 用于比较医学成像过程中的参考值的方法、系统
US12278010B2 (en) Medical image display apparatus, method, and program
US20200160524A1 (en) Information processing apparatus and method for controlling the same
US20230289534A1 (en) Information processing apparatus, information processing method, and information processing program
JP2018175695A (ja) 位置合せ装置および位置合せ方法並びに位置合せプログラム
Baum et al. Step-wise identification of ultrasound-visible anatomical landmarks for 3D visualization of scoliotic spine
CN117322896A (zh) 医学影像扫描方案的生成方法和存储介质

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant