GB2543029A - Method and apparatus for tissue recognition - Google Patents

Method and apparatus for tissue recognition Download PDF

Info

Publication number
GB2543029A
GB2543029A GB1516871.9A GB201516871A GB2543029A GB 2543029 A GB2543029 A GB 2543029A GB 201516871 A GB201516871 A GB 201516871A GB 2543029 A GB2543029 A GB 2543029A
Authority
GB
United Kingdom
Prior art keywords
image
data
image data
tissue
comparator
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.)
Withdrawn
Application number
GB1516871.9A
Other languages
English (en)
Other versions
GB201516871D0 (en
Inventor
Hamilton Peter
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Philips DCP Belfast Ltd
Original Assignee
PathXL Ltd
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 PathXL Ltd filed Critical PathXL Ltd
Priority to GB1516871.9A priority Critical patent/GB2543029A/en
Publication of GB201516871D0 publication Critical patent/GB201516871D0/en
Priority to PCT/GB2016/052973 priority patent/WO2017051190A1/en
Priority to US15/761,675 priority patent/US10565706B2/en
Priority to CN201680055726.2A priority patent/CN108352062A/zh
Priority to EP16787918.8A priority patent/EP3353742A1/en
Priority to JP2018514783A priority patent/JP6745874B2/ja
Publication of GB2543029A publication Critical patent/GB2543029A/en
Withdrawn legal-status Critical Current

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)
GB1516871.9A 2015-09-23 2015-09-23 Method and apparatus for tissue recognition Withdrawn GB2543029A (en)

Priority Applications (6)

Application Number Priority Date Filing Date Title
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
US15/761,675 US10565706B2 (en) 2015-09-23 2016-09-23 Method and apparatus for tissue recognition
CN201680055726.2A CN108352062A (zh) 2015-09-23 2016-09-23 用于组织识别的方法和设备
EP16787918.8A EP3353742A1 (en) 2015-09-23 2016-09-23 Method and apparatus for tissue recognition
JP2018514783A JP6745874B2 (ja) 2015-09-23 2016-09-23 組織認識のための方法および装置

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB1516871.9A GB2543029A (en) 2015-09-23 2015-09-23 Method and apparatus for tissue recognition

Publications (2)

Publication Number Publication Date
GB201516871D0 GB201516871D0 (en) 2015-11-04
GB2543029A true GB2543029A (en) 2017-04-12

Family

ID=54544704

Family Applications (1)

Application Number Title Priority Date Filing Date
GB1516871.9A Withdrawn GB2543029A (en) 2015-09-23 2015-09-23 Method and apparatus for tissue recognition

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=)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
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
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
KR102347442B1 (ko) * 2019-11-08 2022-01-05 한국광기술원 중적외선을 이용한 암종 컬러검출장치 및 방법
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

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1534114A2 (en) * 2002-06-18 2005-06-01 Lifespan Biosciences, Inc. Computerized image capture of structures of interest within a tissue sample
US20050266395A1 (en) * 2003-09-10 2005-12-01 Bioimagene, Inc. Method and system for morphology based mitosis identification and classification of digital images
US20070159688A1 (en) * 2001-03-19 2007-07-12 Dmetrix, Inc. Slide-borne imaging instructions

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2574181B2 (ja) * 1989-10-19 1997-01-22 富士写真フイルム株式会社 異常陰影検出装置
US7283652B2 (en) * 2002-11-27 2007-10-16 General Electric Company Method and system for measuring disease relevant tissue changes
WO2006020627A1 (en) * 2004-08-11 2006-02-23 Aureon Laboratories, Inc. Systems and methods for automated diagnosis and grading of tissue images
US20060127880A1 (en) * 2004-12-15 2006-06-15 Walter Harris Computerized image capture of structures of interest within a tissue sample
BRPI0610115B8 (pt) * 2005-05-13 2021-07-27 Tripath Imaging Inc método de coloração de uma amostra para formação de imagem microscópica, método de colorir artificialmente uma amostra, método de obtenção de medidas de uma amostra de uma imagem dela, método de selecionar uma região de interesse em uma lâmina, método de determinação de dados de densidade óptica e método de separação de cromógenos para a imagem de amostra biológica colorida
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
CN102044069B (zh) * 2010-12-01 2012-05-09 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
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
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
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

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070159688A1 (en) * 2001-03-19 2007-07-12 Dmetrix, Inc. Slide-borne imaging instructions
EP1534114A2 (en) * 2002-06-18 2005-06-01 Lifespan Biosciences, Inc. Computerized image capture of structures of interest within a tissue sample
US20050266395A1 (en) * 2003-09-10 2005-12-01 Bioimagene, Inc. Method and system for morphology based mitosis identification and classification of digital images

Also Published As

Publication number Publication date
CN108352062A (zh) 2018-07-31
JP6745874B2 (ja) 2020-08-26
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

Similar Documents

Publication Publication Date Title
US10671832B2 (en) Method and apparatus for tissue recognition
US10565706B2 (en) Method and apparatus for tissue recognition
US9842391B2 (en) Method and apparatus for processing an image of a tissue sample
Swiderska-Chadaj et al. Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer
US9946953B2 (en) Apparatus and method for processing images of tissue samples
AU2015307296B2 (en) Method and device for analysing an image
WO2017051195A1 (en) Pattern driven image processing method & apparatus for tissue recognition
US9430829B2 (en) Automatic detection of mitosis using handcrafted and convolutional neural network features
USRE50416E1 (en) Quality control for digital pathology slides
US20220108123A1 (en) Tissue microenvironment analysis based on tiered classification and clustering analysis of digital pathology images
JP6659832B2 (ja) 正規化及びアーチファクト補正のための画像処理方法及び画像処理装置
Alheejawi et al. Deep learning-based histopathological image analysis for automated detection and staging of melanoma
WO2015040990A1 (ja) 疾患分析装置、制御方法、及びプログラム
Florindo et al. Morphological classification of odontogenic keratocysts using Bouligand–Minkowski fractal descriptors
Somasundaram et al. Automatic segmentation of nuclei from pap smear cell images: A step toward cervical cancer screening
Dooley et al. Prediction of heart transplant rejection using histopathological whole-slide imaging
Oswal et al. An Entropy‐Based Automated Cell Nuclei Segmentation and Quantification: Application in Analysis of Wound Healing Process
Oprisescu et al. Automatic pap smear nuclei detection using mean-shift and region growing
CN114340500A (zh) 用于分析、检测和治疗纤维化结缔组织网络形成的系统和方法
Veta Breast cancer histopathology image analysis
Irshad Automated mitosis detection in color and multi-spectral high-content images in histopathology: application to breast cancer grading in digital pathology
Tosta et al. Fitness functions evaluation for segmentation of lymphoma histological images using genetic algorithm
Alomari et al. Adaptive Localization of Focus Point Regions via Random Patch Probabilistic Density from Whole‐Slide, Ki‐67‐Stained Brain Tumor Tissue
Knight et al. Disease-Inspired Feature Design for Computer-Aided Diagnosis of Breast Cancer Digital Pathology Images
PUECH et al. Automated Mitosis Detection in Color and Multi-spectral High-Content Images in Histopathology: Application to Breast Cancer Grad-ing in Digital Pathology

Legal Events

Date Code Title Description
WAP Application withdrawn, taken to be withdrawn or refused ** after publication under section 16(1)