CN108352062A - 用于组织识别的方法和设备 - Google Patents
用于组织识别的方法和设备 Download PDFInfo
- Publication number
- CN108352062A CN108352062A CN201680055726.2A CN201680055726A CN108352062A CN 108352062 A CN108352062 A CN 108352062A CN 201680055726 A CN201680055726 A CN 201680055726A CN 108352062 A CN108352062 A CN 108352062A
- Authority
- CN
- China
- Prior art keywords
- image
- data
- image data
- comparator
- tissue
- 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.)
- Pending
Links
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
-
- G—PHYSICS
- G02—OPTICS
- G02B—OPTICAL ELEMENTS, SYSTEMS OR APPARATUS
- G02B21/00—Microscopes
- G02B21/36—Microscopes arranged for photographic purposes or projection purposes or digital imaging or video purposes including associated control and data processing arrangements
- G02B21/365—Control or image processing arrangements for digital or video microscopes
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
- G06V20/695—Preprocessing, e.g. image segmentation
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
- G06V20/698—Matching; Classification
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N1/00—Sampling; Preparing specimens for investigation
- G01N1/28—Preparing specimens for investigation including physical details of (bio-)chemical methods covered elsewhere, e.g. G01N33/50, C12Q
- G01N1/30—Staining; Impregnating ; Fixation; Dehydration; Multistep processes for preparing samples of tissue, cell or nucleic acid material and the like for analysis
-
- 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
- G06T2207/30024—Cell structures in vitro; Tissue sections in vitro
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Multimedia (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Theoretical Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Radiology & Medical Imaging (AREA)
- Quality & Reliability (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Medical Informatics (AREA)
- Molecular Biology (AREA)
- Biomedical Technology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Optics & Photonics (AREA)
- Analytical Chemistry (AREA)
- Chemical & Material Sciences (AREA)
- Signal Processing (AREA)
- Investigating Or Analysing Biological Materials (AREA)
- Image Analysis (AREA)
- Image Processing (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| GB1516871.9 | 2015-09-23 | ||
| GB1516871.9A GB2543029A (en) | 2015-09-23 | 2015-09-23 | Method and apparatus for tissue recognition |
| PCT/GB2016/052973 WO2017051190A1 (en) | 2015-09-23 | 2016-09-23 | Method and apparatus for tissue recognition |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN108352062A true CN108352062A (zh) | 2018-07-31 |
Family
ID=54544704
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201680055726.2A Pending CN108352062A (zh) | 2015-09-23 | 2016-09-23 | 用于组织识别的方法和设备 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US10565706B2 (https=) |
| EP (1) | EP3353742A1 (https=) |
| JP (1) | JP6745874B2 (https=) |
| CN (1) | CN108352062A (https=) |
| GB (1) | GB2543029A (https=) |
| WO (1) | WO2017051190A1 (https=) |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109213031A (zh) * | 2018-08-13 | 2019-01-15 | 祝爱莲 | 窗体加固控制平台 |
| CN111307249A (zh) * | 2018-11-27 | 2020-06-19 | 宁波旭磊电子科技有限公司 | 水沿高度报警平台 |
| CN112785657A (zh) * | 2019-11-08 | 2021-05-11 | 韩国光技术院 | 利用中红外的癌颜色检测装置及方法 |
| CN115439445A (zh) * | 2022-09-05 | 2022-12-06 | 青岛埃米博创医疗科技有限公司 | 一种肝血管及肝肿瘤识别系统 |
Families Citing this family (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9690975B2 (en) * | 2015-05-28 | 2017-06-27 | Axogen Corporation | Quantitative structural assay of a nerve graft |
| US10769501B1 (en) | 2017-02-15 | 2020-09-08 | Google Llc | Analysis of perturbed subjects using semantic embeddings |
| US10467754B1 (en) * | 2017-02-15 | 2019-11-05 | Google Llc | Phenotype analysis of cellular image data using a deep metric network |
| ES2684373B2 (es) * | 2017-12-19 | 2019-05-27 | Univ Leon | Procedimiento y sistema de vision artificial para la descripcion y clasificacion automatica de tejidos no patologicos del sistema cardiovascular humano |
| US11126649B2 (en) | 2018-07-11 | 2021-09-21 | Google Llc | Similar image search for radiology |
Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5557687A (en) * | 1989-10-19 | 1996-09-17 | Fuji Photo Film Co., Ltd. | Abnormal pattern detecting apparatus |
| WO2003105675A2 (en) * | 2002-06-18 | 2003-12-24 | Lifespan Biosciences, Inc. | Computerized image capture of structures of interest within a tissue sample |
| CN1502310A (zh) * | 2002-11-27 | 2004-06-09 | 通用电气公司 | 用于测量与疾病相关的组织变化的方法和系统 |
| US20060127880A1 (en) * | 2004-12-15 | 2006-06-15 | Walter Harris | Computerized image capture of structures of interest within a tissue sample |
| CN101176116A (zh) * | 2005-05-13 | 2008-05-07 | 三路影像公司 | 基于色原分离的图像分析方法 |
| CN102044069A (zh) * | 2010-12-01 | 2011-05-04 | 华中科技大学 | 一种白细胞图像分割方法 |
| CN102297873A (zh) * | 2011-05-03 | 2011-12-28 | 杭州一二八医院 | 利用软x射线显微成像进行癌细胞图形识别的方法 |
| CN103489188A (zh) * | 2013-09-23 | 2014-01-01 | 华南理工大学 | 一种宫颈lct图像的异常细胞核定位方法 |
Family Cites Families (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US7864380B2 (en) * | 2001-03-19 | 2011-01-04 | Dmetrix, Inc. | Slide-borne imaging instructions |
| US20050136509A1 (en) * | 2003-09-10 | 2005-06-23 | Bioimagene, Inc. | Method and system for quantitatively analyzing biological samples |
| WO2006020627A1 (en) * | 2004-08-11 | 2006-02-23 | Aureon Laboratories, Inc. | Systems and methods for automated diagnosis and grading of tissue images |
| WO2010041423A1 (ja) * | 2008-10-09 | 2010-04-15 | 日本電気株式会社 | 病理組織診断支援システム、病理組織診断支援プログラム、病理組織診断支援方法 |
| CN102421916A (zh) * | 2009-04-21 | 2012-04-18 | 日本电气株式会社 | 用于评估癌症的方法 |
| JP5547597B2 (ja) * | 2010-09-29 | 2014-07-16 | 大日本スクリーン製造株式会社 | 病理診断支援装置、病理診断支援方法、病理診断支援のための制御プログラムおよび該制御プログラムを記録した記録媒体 |
| WO2013049153A2 (en) * | 2011-09-27 | 2013-04-04 | Board Of Regents, University Of Texas System | Systems and methods for automated screening and prognosis of cancer from whole-slide biopsy images |
| US20150141278A1 (en) * | 2012-05-30 | 2015-05-21 | Clarient Diagnostic Services, Inc. | Multiplexed assay method for lung cancer classification |
| CA2920492C (en) * | 2013-09-30 | 2019-08-13 | Ventana Medical Systems, Inc. | Systems and methods for adaptive histopathology image unmixing |
| CA2921325C (en) * | 2013-10-07 | 2020-05-12 | Ventana Medical Systems, Inc. | Systems and methods for comprehensive multi-assay tissue analysis |
| US9558394B2 (en) * | 2014-03-10 | 2017-01-31 | Case Western Reserve University | Histogram of hosoya index (HoH) features for quantitative histomorphometry |
| US9424460B2 (en) * | 2014-03-10 | 2016-08-23 | Case Western Reserve University | Tumor plus adjacent benign signature (TABS) for quantitative histomorphometry |
| US9298968B1 (en) * | 2014-09-12 | 2016-03-29 | Flagship Biosciences, Inc. | Digital image analysis of inflammatory cells and mediators of inflammation |
-
2015
- 2015-09-23 GB GB1516871.9A patent/GB2543029A/en not_active Withdrawn
-
2016
- 2016-09-23 US US15/761,675 patent/US10565706B2/en active Active
- 2016-09-23 JP JP2018514783A patent/JP6745874B2/ja not_active Expired - Fee Related
- 2016-09-23 WO PCT/GB2016/052973 patent/WO2017051190A1/en not_active Ceased
- 2016-09-23 CN CN201680055726.2A patent/CN108352062A/zh active Pending
- 2016-09-23 EP EP16787918.8A patent/EP3353742A1/en not_active Withdrawn
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5557687A (en) * | 1989-10-19 | 1996-09-17 | Fuji Photo Film Co., Ltd. | Abnormal pattern detecting apparatus |
| WO2003105675A2 (en) * | 2002-06-18 | 2003-12-24 | Lifespan Biosciences, Inc. | Computerized image capture of structures of interest within a tissue sample |
| CN1502310A (zh) * | 2002-11-27 | 2004-06-09 | 通用电气公司 | 用于测量与疾病相关的组织变化的方法和系统 |
| US20060127880A1 (en) * | 2004-12-15 | 2006-06-15 | Walter Harris | Computerized image capture of structures of interest within a tissue sample |
| CN101176116A (zh) * | 2005-05-13 | 2008-05-07 | 三路影像公司 | 基于色原分离的图像分析方法 |
| CN102044069A (zh) * | 2010-12-01 | 2011-05-04 | 华中科技大学 | 一种白细胞图像分割方法 |
| CN102297873A (zh) * | 2011-05-03 | 2011-12-28 | 杭州一二八医院 | 利用软x射线显微成像进行癌细胞图形识别的方法 |
| CN103489188A (zh) * | 2013-09-23 | 2014-01-01 | 华南理工大学 | 一种宫颈lct图像的异常细胞核定位方法 |
Non-Patent Citations (2)
| Title |
|---|
| 查悦明 等: ""基于Vision Builder AI的生物医学图像智能化自动处理分析"", 《实验室研究与探索》 * |
| 江少锋 等: ""利用感兴趣区域从脑部MRI中提取脑组织"", 《中国图象图形学报》 * |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109213031A (zh) * | 2018-08-13 | 2019-01-15 | 祝爱莲 | 窗体加固控制平台 |
| CN111307249A (zh) * | 2018-11-27 | 2020-06-19 | 宁波旭磊电子科技有限公司 | 水沿高度报警平台 |
| CN112785657A (zh) * | 2019-11-08 | 2021-05-11 | 韩国光技术院 | 利用中红外的癌颜色检测装置及方法 |
| CN115439445A (zh) * | 2022-09-05 | 2022-12-06 | 青岛埃米博创医疗科技有限公司 | 一种肝血管及肝肿瘤识别系统 |
Also Published As
| Publication number | Publication date |
|---|---|
| JP6745874B2 (ja) | 2020-08-26 |
| GB2543029A (en) | 2017-04-12 |
| US20180350067A1 (en) | 2018-12-06 |
| GB201516871D0 (en) | 2015-11-04 |
| US10565706B2 (en) | 2020-02-18 |
| WO2017051190A1 (en) | 2017-03-30 |
| JP2018535470A (ja) | 2018-11-29 |
| EP3353742A1 (en) | 2018-08-01 |
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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 | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20180731 |
|
| WD01 | Invention patent application deemed withdrawn after publication |