HK1218784A1 - 對血細胞進行成像 - Google Patents

對血細胞進行成像

Info

Publication number
HK1218784A1
HK1218784A1 HK16106816.1A HK16106816A HK1218784A1 HK 1218784 A1 HK1218784 A1 HK 1218784A1 HK 16106816 A HK16106816 A HK 16106816A HK 1218784 A1 HK1218784 A1 HK 1218784A1
Authority
HK
Hong Kong
Prior art keywords
blood cells
imaging blood
imaging
cells
blood
Prior art date
Application number
HK16106816.1A
Other languages
English (en)
Inventor
David Zahniser
Michael Zahniser
Kam Lin Wong
Robert Hohlfeld
Original Assignee
Roche Diagnostics Hematology Inc
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 Roche Diagnostics Hematology Inc filed Critical Roche Diagnostics Hematology Inc
Publication of HK1218784A1 publication Critical patent/HK1218784A1/zh

Links

Classifications

    • 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
    • G02B21/367—Control or image processing arrangements for digital or video microscopes providing an output produced by processing a plurality of individual source images, e.g. image tiling, montage, composite images, depth sectioning, image comparison
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N15/14—Optical investigation techniques, e.g. flow cytometry
    • G01N15/1429—Signal processing
    • G01N15/1433—Signal processing using image recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2415—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
    • G06F18/24155—Bayesian classification
    • 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
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/136—Segmentation; Edge detection involving thresholding
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • G06V20/693—Acquisition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/01—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials specially adapted for biological cells, e.g. blood cells
    • G01N2015/016—White blood cells
    • 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
    • G06T2207/10016—Video; Image sequence
    • 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
    • G06T2207/10024—Color 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10056—Microscopic 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
    • G06T2207/20016—Hierarchical, coarse-to-fine, multiscale or multiresolution image processing; Pyramid transform
    • 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
    • G06T2207/30024—Cell structures in vitro; Tissue sections in vitro
    • 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
    • G06T2207/30242—Counting objects in image

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Analytical Chemistry (AREA)
  • Optics & Photonics (AREA)
  • Pathology (AREA)
  • Data Mining & Analysis (AREA)
  • Immunology (AREA)
  • Biochemistry (AREA)
  • Dispersion Chemistry (AREA)
  • Signal Processing (AREA)
  • Radiology & Medical Imaging (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Quality & Reliability (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Artificial Intelligence (AREA)
  • Probability & Statistics with Applications (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
HK16106816.1A 2013-03-11 2016-06-14 對血細胞進行成像 HK1218784A1 (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201361776740P 2013-03-11 2013-03-11
US201361794946P 2013-03-15 2013-03-15
PCT/US2014/023401 WO2014164757A1 (en) 2013-03-11 2014-03-11 Imaging blood cells

Publications (1)

Publication Number Publication Date
HK1218784A1 true HK1218784A1 (zh) 2017-03-10

Family

ID=50555249

Family Applications (1)

Application Number Title Priority Date Filing Date
HK16106816.1A HK1218784A1 (zh) 2013-03-11 2016-06-14 對血細胞進行成像

Country Status (8)

Country Link
US (2) US9690976B2 (zh)
EP (1) EP2972550A1 (zh)
JP (2) JP6343660B2 (zh)
CN (1) CN105190400A (zh)
AU (1) AU2014249011A1 (zh)
CA (1) CA2904401A1 (zh)
HK (1) HK1218784A1 (zh)
WO (1) WO2014164757A1 (zh)

Families Citing this family (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6343660B2 (ja) 2013-03-11 2018-06-13 ロッシュ ダイアグノスティクス ヘマトロジー インコーポレイテッド 血球の撮像
WO2015195609A1 (en) * 2014-06-16 2015-12-23 Siemens Healthcare Diagnostics Inc. Analyzing digital holographic microscopy data for hematology applications
US10625259B1 (en) 2014-11-26 2020-04-21 Medica Corporation Automated microscopic cell analysis
US20170328924A1 (en) 2014-11-26 2017-11-16 Ronald Jones Automated microscopic cell analysis
US11478789B2 (en) 2014-11-26 2022-10-25 Medica Corporation Automated microscopic cell analysis
JP6913697B2 (ja) * 2016-06-24 2021-08-04 ベックマン コールター， インコーポレイテッド 画像アトラスシステム及び方法
CN117054316A (zh) * 2017-05-19 2023-11-14 兴盛生物科技股份有限公司 用于计数细胞的系统和方法
US11047845B1 (en) 2017-11-15 2021-06-29 Medica Corporation Control material and methods for cell analyzers
WO2019143633A1 (en) * 2018-01-18 2019-07-25 Nantomics, Llc Real-time whole slide pathology image cell counting
JP7141285B2 (ja) * 2018-09-11 2022-09-22 花王株式会社 パンツ型使い捨ておむつ
JP2021040590A (ja) 2019-09-13 2021-03-18 シスメックス株式会社 細胞画像解析方法、細胞画像解析装置、プログラム、及び細胞画像解析システム
JP2021064115A (ja) * 2019-10-11 2021-04-22 株式会社島津製作所 細胞画像解析方法及び細胞解析装置
WO2022059300A1 (ja) * 2020-09-15 2022-03-24 コニカミノルタ株式会社 画像処理方法、画像処理装置、および画像処理プログラム
CN112924452A (zh) * 2021-01-29 2021-06-08 西安博锐轶信息科技有限公司 一种血液检查辅助系统
EP4358034A1 (en) 2022-10-18 2024-04-24 F. Hoffmann-La Roche AG Clinical support system and associated computer-implemented methods

Family Cites Families (26)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS5819064B2 (ja) * 1976-10-25 1983-04-15 株式会社日立製作所 白血球分類方法
JPS5829872B2 (ja) * 1976-10-25 1983-06-25 株式会社日立製作所 白血球識別方法
JPH0652263B2 (ja) * 1985-12-10 1994-07-06 株式会社日立製作所 細胞分析装置
JPH08145988A (ja) * 1994-11-22 1996-06-07 Chiyouki Hayashi 異型リンパ球識別法
CA2282384A1 (en) * 1997-02-28 1998-09-03 Cytec Technology Corp. Low voc, isocyanate based aqueous curable compositions
US6169816B1 (en) * 1997-05-14 2001-01-02 Applied Imaging, Inc. Identification of objects of interest using multiple illumination schemes and finding overlap of features in corresponding multiple images
US8885913B2 (en) * 1999-01-25 2014-11-11 Amnis Corporation Detection of circulating tumor cells using imaging flow cytometry
US7450229B2 (en) * 1999-01-25 2008-11-11 Amnis Corporation Methods for analyzing inter-cellular phenomena
US6228652B1 (en) * 1999-02-16 2001-05-08 Coulter International Corp. Method and apparatus for analyzing cells in a whole blood sample
WO2004053074A2 (en) * 2002-12-06 2004-06-24 Science And Technology Corporation @ Unm Outcome prediction and risk classification in childhood leukemia
US7327880B2 (en) * 2004-03-12 2008-02-05 Siemens Medical Solutions Usa, Inc. Local watershed operators for image segmentation
WO2006083969A2 (en) * 2005-02-01 2006-08-10 Amnis Corporation Blood analysis using a flow imaging cytometer
CN100470587C (zh) * 2007-01-26 2009-03-18 清华大学 一种医学图像中腹部器官分割方法
US9017610B2 (en) * 2008-04-25 2015-04-28 Roche Diagnostics Hematology, Inc. Method of determining a complete blood count and a white blood cell differential count
JP4288323B1 (ja) * 2008-09-13 2009-07-01 独立行政法人科学技術振興機構 顕微鏡装置及びそれを用いた蛍光観察方法
JP5438962B2 (ja) * 2008-12-25 2014-03-12 シスメックス株式会社 細胞画像表示装置
EP2239675A1 (en) * 2009-04-07 2010-10-13 BIOCRATES Life Sciences AG Method for in vitro diagnosing a complex disease
CN101567084B (zh) * 2009-06-05 2011-04-06 西安电子科技大学 基于水平集和分水岭相结合的图像轮廓检测方法
ES2661735T3 (es) * 2009-10-21 2018-04-03 The Scripps Research Institute Método para usar células no raras para detectar células raras
CN101719278B (zh) * 2009-12-21 2012-01-04 西安电子科技大学 基于khm算法的视频显微图像细胞自动跟踪方法
WO2012019118A1 (en) * 2010-08-05 2012-02-09 Abbott Point Of Care, Inc. Method and apparatus for automated whole blood sample analyses from microscopy images
FR2971337B1 (fr) * 2011-02-04 2013-03-01 Horiba Abx Sas Dispositif et procede de mesures multiparametriques de microparticules dans un fluide
US9064301B2 (en) 2011-04-14 2015-06-23 Abbott Point Of Care, Inc. Method and apparatus for compressing imaging data of whole blood sample analyses
AU2012242587B2 (en) 2011-04-15 2015-11-26 Roche Diagnostics Hematology, Inc. Measuring volume and constituents of cells
ES2915263T3 (es) * 2011-06-17 2022-06-21 Roche Diagnostics Hematology Inc Solución y procedimiento para el histoprocesamiento de muestras biológicas
JP6343660B2 (ja) 2013-03-11 2018-06-13 ロッシュ ダイアグノスティクス ヘマトロジー インコーポレイテッド 血球の撮像

Also Published As

Publication number Publication date
JP2018077236A (ja) 2018-05-17
AU2014249011A1 (en) 2015-09-24
WO2014164757A8 (en) 2015-09-24
JP6343660B2 (ja) 2018-06-13
WO2014164757A1 (en) 2014-10-09
JP2016511419A (ja) 2016-04-14
CA2904401A1 (en) 2014-10-09
US9690976B2 (en) 2017-06-27
AU2014249011A8 (en) 2015-10-15
US20160026852A1 (en) 2016-01-28
US10083342B2 (en) 2018-09-25
CN105190400A (zh) 2015-12-23
JP6580117B2 (ja) 2019-09-25
EP2972550A1 (en) 2016-01-20
US20180012062A1 (en) 2018-01-11

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