CA1161271A - Method and apparatus for measuring mean cell volume of red blood cells - Google Patents
Method and apparatus for measuring mean cell volume of red blood cellsInfo
- Publication number
- CA1161271A CA1161271A CA000375813A CA375813A CA1161271A CA 1161271 A CA1161271 A CA 1161271A CA 000375813 A CA000375813 A CA 000375813A CA 375813 A CA375813 A CA 375813A CA 1161271 A CA1161271 A CA 1161271A
- Authority
- CA
- Canada
- Prior art keywords
- cell
- cells
- logic
- red blood
- mean cell
- 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.)
- Expired
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/60—Analysis of geometric attributes
- G06T7/62—Analysis of geometric attributes of area, perimeter, diameter or volume
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/60—Analysis of geometric attributes
- G06T7/64—Analysis of geometric attributes of convexity or concavity
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; 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 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
-
- 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
- G01N2015/012—Red blood cells
-
- 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)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Geometry (AREA)
- Multimedia (AREA)
- Life Sciences & Earth Sciences (AREA)
- Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Investigating Or Analysing Biological Materials (AREA)
- Image Processing (AREA)
- Image Analysis (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CA000440323A CA1180811A (en) | 1980-04-21 | 1983-11-02 | Method and apparatus for measuring mean cell volume of red blood cells |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US06/142,124 US4453266A (en) | 1980-04-21 | 1980-04-21 | Method and apparatus for measuring mean cell volume of red blood cells |
| US142,124 | 1980-04-21 |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CA000440323A Division CA1180811A (en) | 1980-04-21 | 1983-11-02 | Method and apparatus for measuring mean cell volume of red blood cells |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CA1161271A true CA1161271A (en) | 1984-01-31 |
Family
ID=22498630
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CA000375813A Expired CA1161271A (en) | 1980-04-21 | 1981-04-21 | Method and apparatus for measuring mean cell volume of red blood cells |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US4453266A (enExample) |
| EP (1) | EP0051633A1 (enExample) |
| JP (1) | JPH0475463B2 (enExample) |
| CA (1) | CA1161271A (enExample) |
| WO (1) | WO1981003080A1 (enExample) |
Families Citing this family (63)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US4596464A (en) * | 1983-10-14 | 1986-06-24 | Ortho Diagnostic Systems, Inc. | Screening method for red cell abnormality |
| US4593406A (en) * | 1984-01-16 | 1986-06-03 | The United States Of America As Represented By The United States Department Of Energy | Automatic image acquisition processor and method |
| US4998284A (en) * | 1987-11-17 | 1991-03-05 | Cell Analysis Systems, Inc. | Dual color camera microscope and methodology for cell staining and analysis |
| US4741043B1 (en) * | 1985-11-04 | 1994-08-09 | Cell Analysis Systems Inc | Method of and apparatus for image analyses of biological specimens |
| US5109429A (en) * | 1985-11-04 | 1992-04-28 | Cell Analysis Systems,Inc. | Apparatus and method for analyses of biological specimens |
| US5086476A (en) * | 1985-11-04 | 1992-02-04 | Cell Analysis Systems, Inc. | Method and apparatus for determining a proliferation index of a cell sample |
| US5016283A (en) * | 1985-11-04 | 1991-05-14 | Cell Analysis Systems, Inc. | Methods and apparatus for immunoploidy analysis |
| US5134662A (en) * | 1985-11-04 | 1992-07-28 | Cell Analysis Systems, Inc. | Dual color camera microscope and methodology for cell staining and analysis |
| US4794450A (en) * | 1986-08-29 | 1988-12-27 | Fujirebio Kabushiki Kaisha | Method and apparatus for judging agglutination pattern |
| DE3718066A1 (de) * | 1987-05-29 | 1988-12-08 | Zeiss Carl Fa | Verfahren zur mikroinjektion in zellen bzw. zum absaugen aus einzelnen zellen oder ganzer zellen aus zellkulturen |
| US4907156A (en) * | 1987-06-30 | 1990-03-06 | University Of Chicago | Method and system for enhancement and detection of abnormal anatomic regions in a digital image |
| US5121436A (en) * | 1987-08-14 | 1992-06-09 | International Remote Imaging Systems, Inc. | Method and apparatus for generating a plurality of parameters of an object in a field of view |
| JP2686274B2 (ja) * | 1988-03-24 | 1997-12-08 | 東亜医用電子株式会社 | 細胞画像処理方法および装置 |
| US4918739A (en) * | 1988-08-12 | 1990-04-17 | Maraven, S.A. | Process and system for digital analysis of images applied to stratigraphic data |
| US5061632A (en) * | 1989-01-31 | 1991-10-29 | Board Of Regents, The University Of Texas System | Capillary tube hemoglobinometer and oximeter |
| US6262798B1 (en) * | 1992-09-29 | 2001-07-17 | Board Of Regents, The University Of Texas System | Method and apparatus for direct spectrophotometric measurements in unaltered whole blood |
| JP2955873B2 (ja) * | 1989-08-10 | 1999-10-04 | 富士写真フイルム株式会社 | 画像処理装置 |
| US5212637A (en) * | 1989-11-22 | 1993-05-18 | Stereometrix Corporation | Method of investigating mammograms for masses and calcifications, and apparatus for practicing such method |
| JP2874008B2 (ja) * | 1990-05-18 | 1999-03-24 | スズキ株式会社 | 粒子凝集パターン判定装置 |
| GB2254414A (en) * | 1991-03-21 | 1992-10-07 | Univ London | Volume measurement of microbial organisms. |
| US5218645A (en) * | 1991-03-29 | 1993-06-08 | Cell Analysis Systems, Inc. | Method and apparatus for separating cell objects for analysis |
| US6058209A (en) * | 1991-09-27 | 2000-05-02 | E. I. Du Pont De Nemours And Company | Method for resolving redundant identifications of an object |
| US5982944A (en) * | 1991-09-27 | 1999-11-09 | E. I. Du Pont De Nemours And Company | Adaptive vision system using dual thresholding |
| US5375177A (en) * | 1991-09-27 | 1994-12-20 | E. I. Du Pont De Nemours And Company | Method of identifying and characterizing a valid object by color |
| US5481620A (en) * | 1991-09-27 | 1996-01-02 | E. I. Du Pont De Nemours And Company | Adaptive vision system |
| US5371810A (en) * | 1991-09-27 | 1994-12-06 | E. I. Du Pont De Nemours And Company | Method of determining the interior points of an object in a background |
| US5579409A (en) * | 1991-09-27 | 1996-11-26 | E. I. Du Pont De Nemours And Company | Methods for determining the exterior points of an object in a background |
| WO1993018182A1 (en) * | 1992-03-09 | 1993-09-16 | Difco Laboratories | Diagnostic microbiological testing apparatus and method |
| US6026174A (en) * | 1992-10-14 | 2000-02-15 | Accumed International, Inc. | System and method for automatically detecting malignant cells and cells having malignancy-associated changes |
| US5889881A (en) * | 1992-10-14 | 1999-03-30 | Oncometrics Imaging Corp. | Method and apparatus for automatically detecting malignancy-associated changes |
| US5754688A (en) * | 1993-06-04 | 1998-05-19 | Eli Lilly And Company | Method and apparatus for stereologic analysis of two-dimensional images |
| US5598842A (en) * | 1993-09-03 | 1997-02-04 | Toa Medical Electronics Co., Ltd. | Non-invasive blood analyzer and method using the same |
| US5791345A (en) * | 1993-09-03 | 1998-08-11 | Toa Medical Electronics Co., Ltd. | Non-invasive blood analyzer |
| JP3364323B2 (ja) * | 1994-05-17 | 2003-01-08 | 謙 石原 | 非侵襲血液分析装置 |
| US5848177A (en) * | 1994-12-29 | 1998-12-08 | Board Of Trustees Operating Michigan State University | Method and system for detection of biological materials using fractal dimensions |
| AP931A (en) * | 1995-10-23 | 2001-02-02 | Cytometrics Inc | Method and apparatus for reflected imaging analysis. |
| US6970587B1 (en) | 1997-08-28 | 2005-11-29 | Icad, Inc. | Use of computer-aided detection system outputs in clinical practice |
| US6137898A (en) * | 1997-08-28 | 2000-10-24 | Qualia Computing, Inc. | Gabor filtering for improved microcalcification detection in digital mammograms |
| US5999639A (en) | 1997-09-04 | 1999-12-07 | Qualia Computing, Inc. | Method and system for automated detection of clustered microcalcifications from digital mammograms |
| US7308126B2 (en) * | 1997-08-28 | 2007-12-11 | Icad, Inc. | Use of computer-aided detection system outputs in clinical practice |
| US6801645B1 (en) | 1999-06-23 | 2004-10-05 | Icad, Inc. | Computer aided detection of masses and clustered microcalcifications with single and multiple input image context classification strategies |
| JP2003263466A (ja) * | 2002-03-08 | 2003-09-19 | Umc Japan | 電子系cad装置及びそのレイアウトデータ作製方法、コンピュータプログラム |
| US7274809B2 (en) * | 2002-08-29 | 2007-09-25 | Perceptronix Medical, Inc. And British Columbia Cancer Agency | Computerized methods and systems related to the detection of malignancy-associated changes (MAC) to detect cancer |
| US6981083B2 (en) * | 2002-12-05 | 2005-12-27 | International Business Machines Corporation | Processor virtualization mechanism via an enhanced restoration of hard architected states |
| US20040202357A1 (en) | 2003-04-11 | 2004-10-14 | Perz Cynthia B. | Silhouette image acquisition |
| JP4328586B2 (ja) * | 2003-09-02 | 2009-09-09 | キヤノン株式会社 | 放射線画像連結処理方法、放射線画像連結処理装置、コンピュータプログラム及びコンピュータ読み取り可能な記録媒体 |
| EP2244086B1 (de) * | 2006-04-08 | 2021-06-09 | Roche Diabetes Care GmbH | Analyse optischer Daten mit Hilfe von Histogrammen |
| US7903241B2 (en) * | 2008-03-21 | 2011-03-08 | Abbott Point Of Care, Inc. | Method and apparatus for determining red blood cell indices of a blood sample utilizing the intrinsic pigmentation of hemoglobin contained within the red blood cells |
| CA2720077C (en) * | 2008-04-09 | 2014-08-05 | Abbott Point Of Care, Inc. | Method for measuring the area of a sample disposed within an analysis chamber |
| WO2012142496A1 (en) | 2011-04-15 | 2012-10-18 | Constitution Medical, Inc. | Measuring volume and constituents of cells |
| US9459196B2 (en) | 2011-07-22 | 2016-10-04 | Roche Diagnostics Hematology, Inc. | Blood analyzer calibration and assessment |
| CN102819765B (zh) * | 2012-02-28 | 2016-01-20 | 浙江工业大学 | 一种基于计算机视觉的牛奶体细胞计数方法 |
| EP3955042B1 (en) | 2013-08-26 | 2024-08-21 | S.D. Sight Diagnostics Ltd. | Digital microscopy systems, methods and computer program products |
| CN104655546B (zh) * | 2015-03-12 | 2017-07-07 | 重庆大学 | 一种基于移动设备的牛奶体细胞计数方法及系统 |
| AU2016322966B2 (en) | 2015-09-17 | 2021-10-14 | S.D. Sight Diagnostics Ltd | Methods and apparatus for detecting an entity in a bodily sample |
| WO2017168411A1 (en) | 2016-03-30 | 2017-10-05 | S.D. Sight Diagnostics Ltd | Image processing device for identifying blood parasites |
| CN109564209B (zh) | 2016-05-11 | 2022-05-31 | 思迪赛特诊断有限公司 | 对样品实施的光学测量 |
| US11307196B2 (en) | 2016-05-11 | 2022-04-19 | S.D. Sight Diagnostics Ltd. | Sample carrier for optical measurements |
| US11189027B2 (en) * | 2017-05-15 | 2021-11-30 | Sigtuple Technologies Private Limited | Method and system for determining area to be scanned in peripheral blood smear for analysis |
| EP3710810B1 (en) | 2017-11-14 | 2023-09-06 | S.D. Sight Diagnostics Ltd. | Sample carrier for optical measurements |
| US11187644B2 (en) * | 2018-04-09 | 2021-11-30 | Sigtuple Technologies Private Limited | Method and system for determining total count of red blood cells in peripheral blood smear |
| AU2020400401A1 (en) | 2019-12-12 | 2022-06-02 | S.D. Sight Diagnostics Ltd | Analyzing an analyte disposed within a medium |
| JP7677972B2 (ja) | 2019-12-12 | 2025-05-15 | エス.ディー.サイト ダイアグノスティックス リミテッド | カラー血液スミア画像の人工的な生成 |
Family Cites Families (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US2656508A (en) * | 1949-08-27 | 1953-10-20 | Wallace H Coulter | Means for counting particles suspended in a fluid |
| US3259842A (en) * | 1959-08-19 | 1966-07-05 | Coulter Electronics | Particle analyzing device |
| US3851156A (en) * | 1972-09-05 | 1974-11-26 | Green James E | Analysis method and apparatus utilizing color algebra and image processing techniques |
| US3944797A (en) * | 1974-08-06 | 1976-03-16 | Coulter Electronics, Inc. | Method and apparatus for determining the correct percentiles of the size distribution of a particulate system |
| US4052596A (en) * | 1974-12-23 | 1977-10-04 | Hycel, Inc. | Automatic hematology analyzer |
| US3982183A (en) * | 1975-02-20 | 1976-09-21 | Coulter Electronics, Inc. | Particle sizing apparatus |
| GB1538225A (en) * | 1975-02-28 | 1979-01-10 | Nat Res Dev | Methods and apparatus for analysing frequency distributions |
| US4063309A (en) * | 1976-09-16 | 1977-12-13 | Hycel, Inc. | Mean corpuscular volume measuring apparatus and method |
| US4097845A (en) * | 1976-11-01 | 1978-06-27 | Rush-Presbyterian-St. Luke's Medical Center | Method of and an apparatus for automatic classification of red blood cells |
| GB1603643A (en) * | 1978-03-06 | 1981-11-25 | Coulter Electronics | Detection of blood disorders |
-
1980
- 1980-04-21 US US06/142,124 patent/US4453266A/en not_active Expired - Lifetime
-
1981
- 1981-04-20 EP EP81901247A patent/EP0051633A1/en not_active Withdrawn
- 1981-04-20 JP JP56501619A patent/JPH0475463B2/ja not_active Expired - Lifetime
- 1981-04-20 WO PCT/US1981/000510 patent/WO1981003080A1/en not_active Ceased
- 1981-04-21 CA CA000375813A patent/CA1161271A/en not_active Expired
Also Published As
| Publication number | Publication date |
|---|---|
| US4453266A (en) | 1984-06-05 |
| JPS57500625A (enExample) | 1982-04-08 |
| WO1981003080A1 (en) | 1981-10-29 |
| JPH0475463B2 (enExample) | 1992-11-30 |
| EP0051633A1 (en) | 1982-05-19 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CA1161271A (en) | Method and apparatus for measuring mean cell volume of red blood cells | |
| US4199748A (en) | Automated method and apparatus for classification of cells with application to the diagnosis of anemia | |
| US4097845A (en) | Method of and an apparatus for automatic classification of red blood cells | |
| US4175860A (en) | Dual resolution method and apparatus for use in automated classification of pap smear and other samples | |
| US9170256B2 (en) | Device and method for erythrocyte morphology analysis | |
| US5848177A (en) | Method and system for detection of biological materials using fractal dimensions | |
| CA1135979A (en) | Automated method and apparatus for classification of cells with application to the diagnosis of anemia | |
| US6947586B2 (en) | Multi-neural net imaging apparatus and method | |
| CA2130338C (en) | Method for identifying normal biomedical specimens | |
| CN113129281B (zh) | 一种基于深度学习的小麦茎秆截面参数检测方法 | |
| CN110120056A (zh) | 基于自适应直方图阈值和轮廓检测的血液白细胞分割方法 | |
| Schnepf et al. | A practical primer for image-based particle measurements in microplastic research | |
| Zahniser et al. | BioPEPR: a system for the automatic prescreening of cervical smears. | |
| JPH08504522A (ja) | 境界ピクセル・パラメータの規則正しいシーケンスを用いた物体を識別するための方法及び装置 | |
| Rolke et al. | Size structure analysis of zooplankton samples by means of an automated image analyzing system | |
| KR20200136004A (ko) | 세포 샘플 내에서 적어도 하나의 기형을 가지는 세포를 검출하기 위한 방법 | |
| CN114187480A (zh) | 一种基于深度学习的骨髓象细胞影像图检测分类方法及其系统 | |
| Ahmed et al. | Segmentation techniques for morphometric measurements of blood cells: Overview and research challenges | |
| Grochowski et al. | Machine learning system for automated blood smear analysis | |
| Chandrasiri et al. | Morphology based automatic disease analysis through evaluation of red blood cells | |
| EP4431903A1 (en) | Blood smear monolayer detection | |
| EP1301894B1 (en) | Multi-neural net imaging apparatus and method | |
| CA1180811A (en) | Method and apparatus for measuring mean cell volume of red blood cells | |
| EP0138591A2 (en) | Screening method for red blood cell abnormality | |
| LIPKIN et al. | Textural parameters related to nuclear maturation in the granulocytic leukocytic series |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| MKEX | Expiry |