WO2022033598A1 - Procédé et appareil d'acquisition de mammographie et dispositif informatique et support d'enregistrement - Google Patents

Procédé et appareil d'acquisition de mammographie et dispositif informatique et support d'enregistrement Download PDF

Info

Publication number
WO2022033598A1
WO2022033598A1 PCT/CN2021/112733 CN2021112733W WO2022033598A1 WO 2022033598 A1 WO2022033598 A1 WO 2022033598A1 CN 2021112733 W CN2021112733 W CN 2021112733W WO 2022033598 A1 WO2022033598 A1 WO 2022033598A1
Authority
WO
WIPO (PCT)
Prior art keywords
image
breast
pixel
gradient
grayscale
Prior art date
Application number
PCT/CN2021/112733
Other languages
English (en)
Chinese (zh)
Inventor
李伟
梁侃
唐定车
施瑞森
储冬玮
胡扬
杨乐
张娜
Original Assignee
上海联影医疗科技股份有限公司
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
Priority claimed from CN202010817353.6A external-priority patent/CN111991016B/zh
Priority claimed from CN202010880432.1A external-priority patent/CN111899260A/zh
Priority claimed from CN202011630482.0A external-priority patent/CN114693907A/zh
Application filed by 上海联影医疗科技股份有限公司 filed Critical 上海联影医疗科技股份有限公司
Publication of WO2022033598A1 publication Critical patent/WO2022033598A1/fr

Links

Images

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B6/00Apparatus for radiation diagnosis, e.g. combined with radiation therapy equipment
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B8/00Diagnosis using ultrasonic, sonic or infrasonic waves
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/11Region-based segmentation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/136Segmentation; Edge detection involving thresholding
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/149Segmentation; Edge detection involving deformable models, e.g. active contour models
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/33Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/50Depth or shape recovery
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00ICT specially adapted for the handling or processing of medical images
    • G16H30/40ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing

Abstract

La présente demande concerne un procédé et un appareil d'acquisition de mammographie, et un dispositif informatique et un support d'enregistrement. Le procédé comprend les étapes consistant à : réaliser un test de pression sur une partie sein d'un objet à soumettre à une détection, et déterminer le type de la partie sein selon un résultat du test de pression ; acquérir une image optique de la partie sein, et effectuer un traitement d'identification sur l'image optique pour obtenir un paramètre de quantification de la partie sein ; et déterminer un paramètre de collecte d'image de la partie sein selon le type et le paramètre de quantification de la partie sein, et acquérir une mammographie de la partie sein selon le paramètre de collecte d'image. Au moyen du procédé, un patient peut éviter de recevoir une dose de rayonnement trop élevée, et le problème d'une efficacité relativement faible et d'une erreur relativement importante provoquée par un médecin ne pouvant déterminer qu'empiriquement la position d'une lésion par rapport à un sein entier est résolu.
PCT/CN2021/112733 2020-08-14 2021-08-16 Procédé et appareil d'acquisition de mammographie et dispositif informatique et support d'enregistrement WO2022033598A1 (fr)

Applications Claiming Priority (6)

Application Number Priority Date Filing Date Title
CN202010817353.6A CN111991016B (zh) 2020-08-14 2020-08-14 图像采集参数获取方法、装置、设备、系统和存储介质
CN202010817353.6 2020-08-14
CN202010880432.1 2020-08-27
CN202010880432.1A CN111899260A (zh) 2020-08-27 2020-08-27 乳房x射线图像显示方法、装置和存储介质
CN202011630482.0A CN114693907A (zh) 2020-12-31 2020-12-31 一种区域检测方法、装置、设备及存储介质
CN202011630482.0 2020-12-31

Publications (1)

Publication Number Publication Date
WO2022033598A1 true WO2022033598A1 (fr) 2022-02-17

Family

ID=80247744

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2021/112733 WO2022033598A1 (fr) 2020-08-14 2021-08-16 Procédé et appareil d'acquisition de mammographie et dispositif informatique et support d'enregistrement

Country Status (1)

Country Link
WO (1) WO2022033598A1 (fr)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116227238A (zh) * 2023-05-08 2023-06-06 国网安徽省电力有限公司经济技术研究院 一种抽水蓄能电站运行监测管理系统

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080130978A1 (en) * 2006-12-05 2008-06-05 Fujifilm Corporation Method and apparatus for detection using cluster-modified graph cuts
US20090097615A1 (en) * 2007-10-16 2009-04-16 Daniel Fischer Device and method for processing and presentation of x-ray images
US20100310181A1 (en) * 2006-12-22 2010-12-09 Art Advanced Research Technologies Inc. Registration of optical images of turbid media
CN104066374A (zh) * 2011-11-23 2014-09-24 皇家飞利浦有限公司 使用x射线投影和光学断层摄影对身体软组织进行成像的方法和设备
CN105682556A (zh) * 2013-10-30 2016-06-15 皇家飞利浦有限公司 在乳腺摄影检查期间优化x射线成像
CN105726049A (zh) * 2016-01-14 2016-07-06 深圳安科高技术股份有限公司 一种数字乳腺x射线机及其自动曝光图像优化方法
US20190333225A1 (en) * 2018-04-25 2019-10-31 Mim Software Inc. Image segmentation with active contour
CN111445983A (zh) * 2020-03-31 2020-07-24 杭州依图医疗技术有限公司 用于乳腺扫描的医疗信息处理方法、系统及存储介质
CN111899260A (zh) * 2020-08-27 2020-11-06 上海联影医疗科技有限公司 乳房x射线图像显示方法、装置和存储介质
CN111991016A (zh) * 2020-08-14 2020-11-27 上海联影医疗科技股份有限公司 图像采集参数获取方法、装置、设备、系统和存储介质

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20080130978A1 (en) * 2006-12-05 2008-06-05 Fujifilm Corporation Method and apparatus for detection using cluster-modified graph cuts
US20100310181A1 (en) * 2006-12-22 2010-12-09 Art Advanced Research Technologies Inc. Registration of optical images of turbid media
US20090097615A1 (en) * 2007-10-16 2009-04-16 Daniel Fischer Device and method for processing and presentation of x-ray images
CN104066374A (zh) * 2011-11-23 2014-09-24 皇家飞利浦有限公司 使用x射线投影和光学断层摄影对身体软组织进行成像的方法和设备
CN105682556A (zh) * 2013-10-30 2016-06-15 皇家飞利浦有限公司 在乳腺摄影检查期间优化x射线成像
CN105726049A (zh) * 2016-01-14 2016-07-06 深圳安科高技术股份有限公司 一种数字乳腺x射线机及其自动曝光图像优化方法
US20190333225A1 (en) * 2018-04-25 2019-10-31 Mim Software Inc. Image segmentation with active contour
CN111445983A (zh) * 2020-03-31 2020-07-24 杭州依图医疗技术有限公司 用于乳腺扫描的医疗信息处理方法、系统及存储介质
CN111991016A (zh) * 2020-08-14 2020-11-27 上海联影医疗科技股份有限公司 图像采集参数获取方法、装置、设备、系统和存储介质
CN111899260A (zh) * 2020-08-27 2020-11-06 上海联影医疗科技有限公司 乳房x射线图像显示方法、装置和存储介质

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116227238A (zh) * 2023-05-08 2023-06-06 国网安徽省电力有限公司经济技术研究院 一种抽水蓄能电站运行监测管理系统

Similar Documents

Publication Publication Date Title
US20200160997A1 (en) Method for detection and diagnosis of lung and pancreatic cancers from imaging scans
CN108464840B (zh) 一种乳腺肿块自动检测方法及系统
WO2018120942A1 (fr) Système et procédé de détection automatique de lésions dans une image médicale au moyen d'une fusion multi-modèle
US7646902B2 (en) Computerized detection of breast cancer on digital tomosynthesis mammograms
US8340388B2 (en) Systems, computer-readable media, methods, and medical imaging apparatus for the automated detection of suspicious regions of interest in noise normalized X-ray medical imagery
US9262822B2 (en) Malignant mass detection and classification in radiographic images
WO2021179491A1 (fr) Procédé et appareil de traitement d'image, dispositif informatique et support de stockage
US20110026791A1 (en) Systems, computer-readable media, and methods for classifying and displaying breast density
CN101103924A (zh) 基于乳腺x线摄片的乳腺癌计算机辅助诊断方法及其系统
US20150173705A1 (en) Apparatus and method for adapting diagnostic model for computer-aided diagnosis
CN111553892A (zh) 基于深度学习的肺结节分割计算方法、装置及系统
US20100111392A1 (en) System and method for automatically classifying regions-of-interest
US20110064289A1 (en) Systems and Methods for Multilevel Nodule Attachment Classification in 3D CT Lung Images
Kaur et al. Computer-aided diagnosis of renal lesions in CT images: a comprehensive survey and future prospects
Kaliyugarasan et al. Pulmonary nodule classification in lung cancer from 3D thoracic CT scans using fastai and MONAI
WO2022033598A1 (fr) Procédé et appareil d'acquisition de mammographie et dispositif informatique et support d'enregistrement
CN111128348A (zh) 医学图像处理方法、装置、存储介质及计算机设备
CN112529900B (zh) 匹配乳腺图像中roi的方法、装置、终端与存储介质
Hussain et al. Deep learning in DXA image segmentation
JP2023516651A (ja) 訓練データにおける欠落したアノテーションに対処するためのクラス別損失関数
Arnold et al. Indistinct frame detection in colonoscopy videos
Xu et al. Improved cascade R-CNN for medical images of pulmonary nodules detection combining dilated HRNet
Lee et al. Automatic left and right lung separation using free-formed surface fitting on volumetric CT
CN114742753A (zh) 基于神经网络的图像评估方法和装置
Salman et al. Breast Cancer Classification as Malignant or Benign based on Texture Features using Multilayer Perceptron

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: 21855648

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: 21855648

Country of ref document: EP

Kind code of ref document: A1