WO2012064169A3 - Metodo para la deteccion y clasificacion de grupos de microcalcificacion en mamografias digitales - Google Patents

Metodo para la deteccion y clasificacion de grupos de microcalcificacion en mamografias digitales Download PDF

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Publication number
WO2012064169A3
WO2012064169A3 PCT/MX2011/000136 MX2011000136W WO2012064169A3 WO 2012064169 A3 WO2012064169 A3 WO 2012064169A3 MX 2011000136 W MX2011000136 W MX 2011000136W WO 2012064169 A3 WO2012064169 A3 WO 2012064169A3
Authority
WO
WIPO (PCT)
Prior art keywords
mammographies
digital
microcalcifications
groups
microcalcification
Prior art date
Application number
PCT/MX2011/000136
Other languages
English (en)
French (fr)
Other versions
WO2012064169A2 (es
Inventor
Rolando Rafael Hernandez Cisneros
Original Assignee
Rolando Rafael Hernandez Cisneros
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 Rolando Rafael Hernandez Cisneros filed Critical Rolando Rafael Hernandez Cisneros
Priority to BR112013011680A priority Critical patent/BR112013011680A2/pt
Priority to MX2013005337A priority patent/MX2013005337A/es
Publication of WO2012064169A2 publication Critical patent/WO2012064169A2/es
Publication of WO2012064169A3 publication Critical patent/WO2012064169A3/es

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images
    • G06V2201/032—Recognition of patterns in medical or anatomical images of protuberances, polyps nodules, etc.

Landscapes

  • Engineering & Computer Science (AREA)
  • Quality & Reliability (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Apparatus For Radiation Diagnosis (AREA)
  • Image Analysis (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)

Abstract

Un método para la detección y clasificación de grupos microcalcificaciones en mamografías digitales que comprende las siguientes etapas: obtener uno o más mamografías digitales; pre-procesar la una o más mamografías digitales mediante la eliminación de ruido de cada una de la una o más mamografías digitales; detectar los puntos que son microcalcificaciones potenciales, en la una o mas mamografías digitales; identificar cada centro de masa de microcalcificaciones potenciales ya sea como microcalcificaciones o no microcalcificaciones; identificar grupos de microcalcificaciones, usando un algoritmo para localizar grupos de microcalcificaciones; y clasificar cada grupo en la clases benigno o maligno.
PCT/MX2011/000136 2010-11-10 2011-11-10 Metodo para la deteccion y clasificacion de grupos de microcalcificacion en mamografias digitales WO2012064169A2 (es)

Priority Applications (2)

Application Number Priority Date Filing Date Title
BR112013011680A BR112013011680A2 (pt) 2010-11-10 2011-11-10 método para a detecção e classificação de grupos microcalcificadores em mamografias digitais
MX2013005337A MX2013005337A (es) 2010-11-10 2011-11-10 Metodo para la deteccion y clasificacion de grupos de microcalcificacion en mamografias digitales.

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US41197610P 2010-11-10 2010-11-10
US61/411,976 2010-11-10

Publications (2)

Publication Number Publication Date
WO2012064169A2 WO2012064169A2 (es) 2012-05-18
WO2012064169A3 true WO2012064169A3 (es) 2012-07-19

Family

ID=46047797

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/MX2011/000136 WO2012064169A2 (es) 2010-11-10 2011-11-10 Metodo para la deteccion y clasificacion de grupos de microcalcificacion en mamografias digitales

Country Status (6)

Country Link
US (1) US9122897B2 (es)
AR (1) AR088834A1 (es)
BR (1) BR112013011680A2 (es)
CL (1) CL2013001300A1 (es)
CO (1) CO6801727A2 (es)
WO (1) WO2012064169A2 (es)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9704059B2 (en) 2014-02-12 2017-07-11 International Business Machines Corporation Anomaly detection in medical imagery
US10902586B2 (en) 2018-05-08 2021-01-26 International Business Machines Corporation Automated visual recognition of a microcalcification
WO2020076644A2 (en) * 2018-10-04 2020-04-16 Duke University Methods for automated detection of cervical pre-cancers with a low-cost, point-of-care, pocket colposcope
US10789462B2 (en) 2019-01-15 2020-09-29 International Business Machines Corporation Weakly and fully labeled mammogram classification and localization with a dual branch deep neural network
CN110021015B (zh) * 2019-04-01 2020-12-29 数坤（北京）网络科技有限公司 基于亮度和梯度的点状钙化区域检测方法及系统
CN111242040B (zh) * 2020-01-15 2022-08-02 佳都科技集团股份有限公司 一种动态人脸聚类方法、装置、设备和存储介质
CN111325266B (zh) * 2020-02-18 2023-07-21 慧影医疗科技(北京)股份有限公司 乳腺钼靶图像中微钙化簇的检测方法、装置和电子设备
CN113378888A (zh) * 2021-05-17 2021-09-10 上海大学 一种基于深度学习的dbt微钙化簇良恶性分类方法和装置
CN113688930B (zh) * 2021-09-01 2024-03-19 什维新智医疗科技(上海)有限公司 一种基于深度学习的甲状腺结节钙化识别装置
CN113808100B (zh) * 2021-09-16 2024-03-19 什维新智医疗科技(上海)有限公司 一种乳腺结节粗钙化识别装置

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20010043729A1 (en) * 2000-02-04 2001-11-22 Arch Development Corporation Method, system and computer readable medium for an intelligent search workstation for computer assisted interpretation of medical images
WO2003101303A1 (en) * 2002-05-31 2003-12-11 U-Systems, Inc. Breast cancer screening with adjunctive ultrasound mammography
US20110123073A1 (en) * 2009-11-24 2011-05-26 Greg Gustafson Mammography statistical diagnostic profiler and prediction system

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6941323B1 (en) * 1999-08-09 2005-09-06 Almen Laboratories, Inc. System and method for image comparison and retrieval by enhancing, defining, and parameterizing objects in images
US7630533B2 (en) * 2007-09-20 2009-12-08 Hologic, Inc. Breast tomosynthesis with display of highlighted suspected calcifications

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20010043729A1 (en) * 2000-02-04 2001-11-22 Arch Development Corporation Method, system and computer readable medium for an intelligent search workstation for computer assisted interpretation of medical images
WO2003101303A1 (en) * 2002-05-31 2003-12-11 U-Systems, Inc. Breast cancer screening with adjunctive ultrasound mammography
US20110123073A1 (en) * 2009-11-24 2011-05-26 Greg Gustafson Mammography statistical diagnostic profiler and prediction system

Also Published As

Publication number Publication date
CO6801727A2 (es) 2013-11-29
US9122897B2 (en) 2015-09-01
US20120121159A1 (en) 2012-05-17
WO2012064169A2 (es) 2012-05-18
BR112013011680A2 (pt) 2016-08-02
CL2013001300A1 (es) 2014-03-07
AR088834A1 (es) 2014-07-10

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