WO2007079099A3 - Cross-time and cross-modality medical diagnosis - Google Patents

Cross-time and cross-modality medical diagnosis Download PDF

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Publication number
WO2007079099A3
WO2007079099A3 PCT/US2006/049332 US2006049332W WO2007079099A3 WO 2007079099 A3 WO2007079099 A3 WO 2007079099A3 US 2006049332 W US2006049332 W US 2006049332W WO 2007079099 A3 WO2007079099 A3 WO 2007079099A3
Authority
WO
WIPO (PCT)
Prior art keywords
cross
time
modality
sets
medical diagnosis
Prior art date
Application number
PCT/US2006/049332
Other languages
French (fr)
Other versions
WO2007079099A2 (en
Inventor
Shoupu Chen
Zhimin Huo
Lawrence Allen Ray
Original Assignee
Carestream Health Inc
Shoupu Chen
Zhimin Huo
Lawrence Allen Ray
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 Carestream Health Inc, Shoupu Chen, Zhimin Huo, Lawrence Allen Ray filed Critical Carestream Health Inc
Priority to EP06848195A priority Critical patent/EP1966762A2/en
Priority to JP2008548695A priority patent/JP2009522005A/en
Priority claimed from US11/616,320 external-priority patent/US20070237372A1/en
Publication of WO2007079099A2 publication Critical patent/WO2007079099A2/en
Publication of WO2007079099A3 publication Critical patent/WO2007079099A3/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/14—Transformations for image registration, e.g. adjusting or mapping for alignment of images
    • G06T3/147—Transformations for image registration, e.g. adjusting or mapping for alignment of images using affine transformations
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/38—Registration of image sequences
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/24—Aligning, centring, orientation detection or correction of the image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/42—Global feature extraction by analysis of the whole pattern, e.g. using frequency domain transformations or autocorrelation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/12—Classification; Matching
    • G06F2218/16—Classification; Matching by matching signal segments
    • G06F2218/20—Classification; Matching by matching signal segments by applying autoregressive analysis
    • 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
    • G06T2207/30068—Mammography; Breast
    • 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)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Apparatus For Radiation Diagnosis (AREA)

Abstract

A cross-time and cross-modality inspection method for medical image diagnosis. A first set of medical images of a subject is accessed wherein the first set is captured at a first time period by a first modality. A second set of medical images of the subject is accessed, wherein the second set is captured at a second time period by a second modality. The first and second sets are each comprised of a plurality of medical image. Image registration is performed by mapping the plurality of medical images of the first and second sets to predetermined spatial coordinates. A cross-time image mapping is performed of the first and second sets. Means are provided for interactive cross-time medical image analysis.
PCT/US2006/049332 2005-12-29 2006-12-27 Cross-time and cross-modality medical diagnosis WO2007079099A2 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
EP06848195A EP1966762A2 (en) 2005-12-29 2006-12-27 Cross-time and cross-modality medical diagnosis
JP2008548695A JP2009522005A (en) 2005-12-29 2006-12-27 Cross-time and cross-modality medical diagnosis

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US75488405P 2005-12-29 2005-12-29
US60/754,884 2005-12-29
US11/616,320 2006-12-27
US11/616,320 US20070237372A1 (en) 2005-12-29 2006-12-27 Cross-time and cross-modality inspection for medical image diagnosis

Publications (2)

Publication Number Publication Date
WO2007079099A2 WO2007079099A2 (en) 2007-07-12
WO2007079099A3 true WO2007079099A3 (en) 2008-05-15

Family

ID=38228816

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2006/049332 WO2007079099A2 (en) 2005-12-29 2006-12-27 Cross-time and cross-modality medical diagnosis

Country Status (3)

Country Link
EP (1) EP1966762A2 (en)
JP (1) JP2009522005A (en)
WO (1) WO2007079099A2 (en)

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JP5554927B2 (en) 2006-02-15 2014-07-23 ホロジック， インコーポレイテッド Breast biopsy and needle localization using tomosynthesis system
JP5398189B2 (en) * 2008-07-23 2014-01-29 株式会社日立製作所 Magnetic resonance imaging system
GB0818490D0 (en) * 2008-10-09 2008-11-12 Siemens Medical Solutions Post injection interval time correction of SUV in static PET scans
JP5551960B2 (en) * 2009-09-30 2014-07-16 富士フイルム株式会社 Diagnosis support system, diagnosis support program, and diagnosis support method
WO2011043838A1 (en) 2009-10-08 2011-04-14 Hologic, Inc . Needle breast biopsy system and method of use
JP5364009B2 (en) * 2010-02-12 2013-12-11 富士フイルム株式会社 Image generating apparatus, image generating method, and program thereof
JP6012931B2 (en) * 2010-03-30 2016-10-25 東芝メディカルシステムズ株式会社 Image processing apparatus and control program for image processing apparatus
US20120133600A1 (en) 2010-11-26 2012-05-31 Hologic, Inc. User interface for medical image review workstation
JP6057922B2 (en) 2011-03-08 2017-01-11 ホロジック, インコーポレイテッドHologic, Inc. System and method for dual energy and / or contrast enhanced breast imaging for screening, diagnosis and biopsy
JP2014534042A (en) 2011-11-27 2014-12-18 ホロジック, インコーポレイテッドHologic, Inc. System and method for generating 2D images using mammography and / or tomosynthesis image data
US9805507B2 (en) 2012-02-13 2017-10-31 Hologic, Inc System and method for navigating a tomosynthesis stack using synthesized image data
JP5745444B2 (en) 2012-03-05 2015-07-08 富士フイルム株式会社 MEDICAL IMAGE DISPLAY DEVICE, MEDICAL IMAGE DISPLAY METHOD, AND MEDICAL IMAGE DISPLAY PROGRAM
JP6388347B2 (en) 2013-03-15 2018-09-12 ホロジック, インコーポレイテッドHologic, Inc. Tomosynthesis guided biopsy in prone position
JP6131161B2 (en) 2013-09-27 2017-05-17 富士フイルム株式会社 Image registration apparatus, method, program, and three-dimensional deformation model generation method
JP2016533803A (en) 2013-10-24 2016-11-04 アンドリュー ピー． スミス， System and method for navigating x-ray guided breast biopsy
AU2015222981B2 (en) 2014-02-28 2019-01-31 Hologic, Inc. System and method for generating and displaying tomosynthesis image slabs
JP6364294B2 (en) * 2014-09-17 2018-07-25 株式会社ジェイマックシステム Diagnosis support apparatus, diagnosis support method, and diagnosis support program
JP6147716B2 (en) * 2014-11-06 2017-06-14 株式会社ジェイマックシステム Diagnosis support apparatus, diagnosis support method, and diagnosis support program
CN110621231B (en) 2017-03-30 2024-02-23 豪洛捷公司 System and method for hierarchical multi-level feature image synthesis and representation
WO2018183549A1 (en) 2017-03-30 2018-10-04 Hologic, Inc. System and method for synthesizing low-dimensional image data from high-dimensional image data using an object grid enhancement
WO2018183550A1 (en) 2017-03-30 2018-10-04 Hologic, Inc. System and method for targeted object enhancement to generate synthetic breast tissue images
WO2018236565A1 (en) 2017-06-20 2018-12-27 Hologic, Inc. Dynamic self-learning medical image method and system
JP7139637B2 (en) 2018-03-19 2022-09-21 株式会社リコー Image processing device and projection system
US11883206B2 (en) 2019-07-29 2024-01-30 Hologic, Inc. Personalized breast imaging system
US11694792B2 (en) 2019-09-27 2023-07-04 Hologic, Inc. AI system for predicting reading time and reading complexity for reviewing 2D/3D breast images
US11481038B2 (en) 2020-03-27 2022-10-25 Hologic, Inc. Gesture recognition in controlling medical hardware or software
CN111798410A (en) * 2020-06-01 2020-10-20 深圳市第二人民医院(深圳市转化医学研究院) Cancer cell pathological grading method, device, equipment and medium based on deep learning model

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Title
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CASPI Y ET AL: "Spatio-temporal alignment of sequences", IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, IEEE, NEW YORK, NY, US, vol. 24, no. 11, November 2002 (2002-11-01), pages 1409 - 1424, XP011095006, ISSN: 0162-8828 *
PERPERIDIS ET AL: "Spatio-temporal free-form registration of cardiac MR image sequences", MEDICAL IMAGE ANALYSIS, OXFORD UNIVERSITY PRESS, OXOFRD, GB, vol. 9, no. 5, October 2005 (2005-10-01), pages 441 - 456, XP005040721, ISSN: 1361-8415 *

Also Published As

Publication number Publication date
EP1966762A2 (en) 2008-09-10
JP2009522005A (en) 2009-06-11
WO2007079099A2 (en) 2007-07-12

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