IT201900025303A1 - DEVICE AND METHOD FOR TISSUE CLASSIFICATION - Google Patents

DEVICE AND METHOD FOR TISSUE CLASSIFICATION

Info

Publication number
IT201900025303A1
IT201900025303A1 IT102019000025303A IT201900025303A IT201900025303A1 IT 201900025303 A1 IT201900025303 A1 IT 201900025303A1 IT 102019000025303 A IT102019000025303 A IT 102019000025303A IT 201900025303 A IT201900025303 A IT 201900025303A IT 201900025303 A1 IT201900025303 A1 IT 201900025303A1
Authority
IT
Italy
Prior art keywords
tissue classification
classification
tissue
Prior art date
Application number
IT102019000025303A
Other languages
Italian (it)
Inventor
Sergio Casciaro
Original Assignee
Sergio Casciaro
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 Sergio Casciaro filed Critical Sergio Casciaro
Priority to IT102019000025303A priority Critical patent/IT201900025303A1/en
Publication of IT201900025303A1 publication Critical patent/IT201900025303A1/en

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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10132—Ultrasound image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20092—Interactive image processing based on input by user
    • G06T2207/20104—Interactive definition of region of interest [ROI]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06T2207/30096—Tumor; Lesion
IT102019000025303A 2019-12-23 2019-12-23 DEVICE AND METHOD FOR TISSUE CLASSIFICATION IT201900025303A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
IT102019000025303A IT201900025303A1 (en) 2019-12-23 2019-12-23 DEVICE AND METHOD FOR TISSUE CLASSIFICATION

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
IT102019000025303A IT201900025303A1 (en) 2019-12-23 2019-12-23 DEVICE AND METHOD FOR TISSUE CLASSIFICATION

Publications (1)

Publication Number Publication Date
IT201900025303A1 true IT201900025303A1 (en) 2021-06-23

Family

ID=70295644

Family Applications (1)

Application Number Title Priority Date Filing Date
IT102019000025303A IT201900025303A1 (en) 2019-12-23 2019-12-23 DEVICE AND METHOD FOR TISSUE CLASSIFICATION

Country Status (1)

Country Link
IT (1) IT201900025303A1 (en)

Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002043801A2 (en) 2000-11-24 2002-06-06 U-Systems, Inc. Method and system for ultrasound breast cancer screening
WO2004075987A1 (en) 2003-02-28 2004-09-10 Koninklijke Philips Electronics, N.V. Motion-tracking improvements for hifu ultrasound therapy
US20040199077A1 (en) 2003-01-03 2004-10-07 Xiaohui Hao Detection of tumor halos in ultrasound images
US20070232912A1 (en) 2006-02-20 2007-10-04 National Taiwan University Non-invasive positioning system for locating the focus of high-intensity focused ultrasound
EP1842560A1 (en) 2005-01-10 2007-10-10 Chongqing Haifu (Hifu) Technology Co., Ltd. A high-intensity focused ultrasound adjuvant and the screening method thereof
US20100063393A1 (en) * 2006-05-26 2010-03-11 Queen's University At Kingston Method for Improved Ultrasonic Detection
US20100210976A1 (en) 2008-10-03 2010-08-19 Mirabilis Medica, Inc. Method and apparatus for treating tissues with hifu
US20120163693A1 (en) 2010-04-20 2012-06-28 Suri Jasjit S Non-Invasive Imaging-Based Prostate Cancer Prediction
CN105030279A (en) * 2015-06-24 2015-11-11 华南理工大学 Ultrasonic RF (radio frequency) time sequence-based tissue characterization method
US20160120502A1 (en) 2013-05-24 2016-05-05 Sunnybrook Research Institute System and method for classifying and characterizing tissues using first-order and second-order statistics of quantitative ultrasound parametric maps
CN106037799A (en) * 2016-06-22 2016-10-26 华南理工大学 Elastic parameter imaging method based on ultrasound RF back scattering signal time frequency analysis
US20170014651A1 (en) 2007-11-21 2017-01-19 Albert Einstein College Of Medicine, Inc. Method of diagnosis and treatment of tumors using high intensity focused ultrasound
WO2017190159A1 (en) 2016-04-27 2017-11-02 Wheeler Ronald E Treatment of prostate cancer using enhanced energy application (eea) in high intensity focused ultrasound (hifu) procedures
CN107346541A (en) * 2017-06-02 2017-11-14 华南理工大学 A kind of tissue characterization method based on ultrasonic radio frequency time series wavelet analysis
CN108230311A (en) 2018-01-03 2018-06-29 四川大学 A kind of breast cancer detection method and device
CN108776969A (en) 2018-05-24 2018-11-09 复旦大学 Breast ultrasound image lesion segmentation approach based on full convolutional network
CN109215040A (en) 2018-11-22 2019-01-15 济南浪潮高新科技投资发展有限公司 A kind of tumor of breast dividing method based on multiple dimensioned weighting study
CN109528230A (en) 2018-11-21 2019-03-29 济南浪潮高新科技投资发展有限公司 A kind of tumor of breast dividing method and device based on multi-stage transformation network

Patent Citations (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002043801A2 (en) 2000-11-24 2002-06-06 U-Systems, Inc. Method and system for ultrasound breast cancer screening
US20040199077A1 (en) 2003-01-03 2004-10-07 Xiaohui Hao Detection of tumor halos in ultrasound images
WO2004075987A1 (en) 2003-02-28 2004-09-10 Koninklijke Philips Electronics, N.V. Motion-tracking improvements for hifu ultrasound therapy
EP1842560A1 (en) 2005-01-10 2007-10-10 Chongqing Haifu (Hifu) Technology Co., Ltd. A high-intensity focused ultrasound adjuvant and the screening method thereof
US20070232912A1 (en) 2006-02-20 2007-10-04 National Taiwan University Non-invasive positioning system for locating the focus of high-intensity focused ultrasound
US20100063393A1 (en) * 2006-05-26 2010-03-11 Queen's University At Kingston Method for Improved Ultrasonic Detection
US20170014651A1 (en) 2007-11-21 2017-01-19 Albert Einstein College Of Medicine, Inc. Method of diagnosis and treatment of tumors using high intensity focused ultrasound
US20100210976A1 (en) 2008-10-03 2010-08-19 Mirabilis Medica, Inc. Method and apparatus for treating tissues with hifu
US20120163693A1 (en) 2010-04-20 2012-06-28 Suri Jasjit S Non-Invasive Imaging-Based Prostate Cancer Prediction
US20160120502A1 (en) 2013-05-24 2016-05-05 Sunnybrook Research Institute System and method for classifying and characterizing tissues using first-order and second-order statistics of quantitative ultrasound parametric maps
CN105030279A (en) * 2015-06-24 2015-11-11 华南理工大学 Ultrasonic RF (radio frequency) time sequence-based tissue characterization method
WO2017190159A1 (en) 2016-04-27 2017-11-02 Wheeler Ronald E Treatment of prostate cancer using enhanced energy application (eea) in high intensity focused ultrasound (hifu) procedures
CN106037799A (en) * 2016-06-22 2016-10-26 华南理工大学 Elastic parameter imaging method based on ultrasound RF back scattering signal time frequency analysis
CN107346541A (en) * 2017-06-02 2017-11-14 华南理工大学 A kind of tissue characterization method based on ultrasonic radio frequency time series wavelet analysis
CN108230311A (en) 2018-01-03 2018-06-29 四川大学 A kind of breast cancer detection method and device
CN108776969A (en) 2018-05-24 2018-11-09 复旦大学 Breast ultrasound image lesion segmentation approach based on full convolutional network
CN109528230A (en) 2018-11-21 2019-03-29 济南浪潮高新科技投资发展有限公司 A kind of tumor of breast dividing method and device based on multi-stage transformation network
CN109215040A (en) 2018-11-22 2019-01-15 济南浪潮高新科技投资发展有限公司 A kind of tumor of breast dividing method based on multiple dimensioned weighting study

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
R JEMILA ROSE ET AL: "Computerized Cancer Detection and Classification Using Ultrasound Images: A Survey", 1 January 2013 (2013-01-01), pages 36 - 47, XP055724127, Retrieved from the Internet <URL:https://pdfs.semanticscholar.org/e944/59e9f85b8b495199ddc2839793cad4d6f23f.pdf> [retrieved on 20200820] *

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