JP7011904B2 - 装置、試料における気泡の状態の判別方法、及び分析システム - Google Patents

装置、試料における気泡の状態の判別方法、及び分析システム Download PDF

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JP7011904B2
JP7011904B2 JP2017147629A JP2017147629A JP7011904B2 JP 7011904 B2 JP7011904 B2 JP 7011904B2 JP 2017147629 A JP2017147629 A JP 2017147629A JP 2017147629 A JP2017147629 A JP 2017147629A JP 7011904 B2 JP7011904 B2 JP 7011904B2
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image
sample
state
bubbles
detection range
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JP2019027927A (ja
JP2019027927A5 (enExample
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容弓 柿下
英春 服部
卓 坂詰
洋一郎 鈴木
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Hitachi High Tech Corp
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Priority to JP2017147629A priority Critical patent/JP7011904B2/ja
Priority to US16/635,502 priority patent/US11282184B2/en
Priority to CN201880041315.7A priority patent/CN110892272B/zh
Priority to EP18840296.0A priority patent/EP3663767B1/en
Priority to PCT/JP2018/020952 priority patent/WO2019026406A1/ja
Publication of JP2019027927A publication Critical patent/JP2019027927A/ja
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    • 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
    • G06T7/0004—Industrial image inspection
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N35/00—Automatic analysis not limited to methods or materials provided for in any single one of groups G01N1/00 - G01N33/00; Handling materials therefor
    • G01N35/10—Devices for transferring samples or any liquids to, in, or from, the analysis apparatus, e.g. suction devices, injection devices
    • C—CHEMISTRY; METALLURGY
    • C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12M—APPARATUS FOR ENZYMOLOGY OR MICROBIOLOGY; APPARATUS FOR CULTURING MICROORGANISMS FOR PRODUCING BIOMASS, FOR GROWING CELLS OR FOR OBTAINING FERMENTATION OR METABOLIC PRODUCTS, i.e. BIOREACTORS OR FERMENTERS
    • C12M1/00—Apparatus for enzymology or microbiology
    • C12M1/34—Measuring or testing with condition measuring or sensing means, e.g. colony counters
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N35/00—Automatic analysis not limited to methods or materials provided for in any single one of groups G01N1/00 - G01N33/00; Handling materials therefor
    • G01N35/10—Devices for transferring samples or any liquids to, in, or from, the analysis apparatus, e.g. suction devices, injection devices
    • G01N35/1009—Characterised by arrangements for controlling the aspiration or dispense of liquids
    • G01N35/1016—Control of the volume dispensed or introduced
    • G01N2035/1018—Detecting inhomogeneities, e.g. foam, bubbles, clots
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N35/00—Automatic analysis not limited to methods or materials provided for in any single one of groups G01N1/00 - G01N33/00; Handling materials therefor
    • G01N35/10—Devices for transferring samples or any liquids to, in, or from, the analysis apparatus, e.g. suction devices, injection devices
    • G01N35/1009—Characterised by arrangements for controlling the aspiration or dispense of liquids
    • G01N2035/1025—Fluid level sensing
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84—Systems specially adapted for particular applications
    • G01N21/85—Investigating moving fluids or granular solids

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  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Pathology (AREA)
  • Wood Science & Technology (AREA)
  • Immunology (AREA)
  • Biotechnology (AREA)
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  • Zoology (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Quality & Reliability (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Biomedical Technology (AREA)
  • Sustainable Development (AREA)
  • Microbiology (AREA)
  • Genetics & Genomics (AREA)
  • Medicinal Chemistry (AREA)
  • Image Analysis (AREA)
  • Automatic Analysis And Handling Materials Therefor (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Apparatus Associated With Microorganisms And Enzymes (AREA)
JP2017147629A 2017-07-31 2017-07-31 装置、試料における気泡の状態の判別方法、及び分析システム Active JP7011904B2 (ja)

Priority Applications (5)

Application Number Priority Date Filing Date Title
JP2017147629A JP7011904B2 (ja) 2017-07-31 2017-07-31 装置、試料における気泡の状態の判別方法、及び分析システム
US16/635,502 US11282184B2 (en) 2017-07-31 2018-05-31 Apparatus, method for determining state of sample, and analysis system
CN201880041315.7A CN110892272B (zh) 2017-07-31 2018-05-31 装置、试料的状态的判别方法以及分析系统
EP18840296.0A EP3663767B1 (en) 2017-07-31 2018-05-31 Apparatus, method for determing state of sample, and analysis system
PCT/JP2018/020952 WO2019026406A1 (ja) 2017-07-31 2018-05-31 装置、試料の状態の判別方法、及び分析システム

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JP2017147629A JP7011904B2 (ja) 2017-07-31 2017-07-31 装置、試料における気泡の状態の判別方法、及び分析システム

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JP2019027927A JP2019027927A (ja) 2019-02-21
JP2019027927A5 JP2019027927A5 (enExample) 2020-03-05
JP7011904B2 true JP7011904B2 (ja) 2022-01-27

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US (1) US11282184B2 (enExample)
EP (1) EP3663767B1 (enExample)
JP (1) JP7011904B2 (enExample)
CN (1) CN110892272B (enExample)
WO (1) WO2019026406A1 (enExample)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7273542B2 (ja) * 2019-03-01 2023-05-15 富士レビオ株式会社 分析装置、検体前処理装置、訓練装置、プログラム、情報処理方法、学習モデルおよび学習モデルの生成方法
JP7320972B2 (ja) * 2019-04-08 2023-08-04 株式会社日立ハイテク 画像処理装置、自動分析システム及び画像処理方法
KR102255346B1 (ko) * 2019-12-17 2021-05-25 주식회사 포스코 인공신경망 학습을 통한 시료의 분석방법 및 분석장치
US11145397B1 (en) * 2020-01-31 2021-10-12 Express Scripts Strategie Development, Inc. System and method for augmented reality detection of loose pharmacy items
JP7353198B2 (ja) 2020-02-06 2023-09-29 株式会社日立ハイテク 計算機、識別器の学習方法、および分析システム
EP3979131A1 (en) 2020-10-02 2022-04-06 Roche Diagnostics GmbH A method for determining at least one state of at least one cavity of a transport interface configured for transporting sample tubes
WO2022137476A1 (ja) 2020-12-25 2022-06-30 三菱電機株式会社 物体検出装置、モニタリング装置、学習装置、及び、モデル生成方法
US20230394696A1 (en) * 2022-06-02 2023-12-07 University Of Central Florida Research Foundation, Inc. Systems and methods for image-based characterization of fluid in an enclosed container

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007309888A (ja) 2006-05-22 2007-11-29 Olympus Corp 分注装置
JP2008275473A (ja) 2007-04-27 2008-11-13 Olympus Corp 分析装置および分析方法
JP2013088114A (ja) 2011-10-13 2013-05-13 Hitachi High-Technologies Corp 液面状態検出装置、自動分析装置および液面状態検出方法
JP2013164358A (ja) 2012-02-13 2013-08-22 Hitachi High-Technologies Corp 自動分析装置
JP2014500955A (ja) 2010-11-16 2014-01-16 エフ．ホフマン−ラ ロシュ アーゲー 容器内の液面上の泡を検出する方法および装置
JP2016510211A (ja) 2012-12-20 2016-04-07 スリーエム イノベイティブ プロパティズ カンパニー ガス産生微生物のコロニーの検出方法
JP2016085572A (ja) 2014-10-24 2016-05-19 朝一 村上 ビール評価用プログラム、コンピュータ及びビール評価方法
WO2016121449A1 (ja) 2015-01-28 2016-08-04 株式会社 日立ハイテクノロジーズ 液面検査装置、自動分析装置および処理装置

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CH448566A (de) * 1965-05-05 1967-12-15 Ceskoslovenska Akademie Ved Optische Einrichtung zum Auswerten von Konzentrationsgradienten in durch kapillare Leitungen von Analysatoren strömenden Flüssigkeiten
JP2548383B2 (ja) * 1989-06-23 1996-10-30 アロカ株式会社 液状試料中の気泡の検出方法及びその装置
JP2564628Y2 (ja) * 1991-08-01 1998-03-09 東亞医用電子株式会社 試薬分取装置における泡検知装置
EP0913671A1 (de) * 1997-10-29 1999-05-06 Roche Diagnostics GmbH Verfahren und Vorrichtung zum Flüssigkeitstransfer mit einem Analysegerät
US6582929B2 (en) * 2001-04-24 2003-06-24 Dade Microscan Inc. Method for minimizing optical interference during antibiotic susceptibility readings in a microbiological analyzer
AU2009217355A1 (en) * 2008-02-21 2009-08-27 Avantra Biosciences Corporation Assays based on liquid flow over arrays
CN101859378B (zh) * 2010-06-11 2012-09-12 湖南大学 高速医药生产线上的药液质量视觉检测方法
EP3076183B1 (en) * 2013-11-26 2021-06-30 Hitachi High-Tech Corporation Automatic analyzer
JPWO2015111526A1 (ja) * 2014-01-27 2017-03-23 株式会社日立ハイテクノロジーズ 自動分析装置
EP3144678B1 (en) * 2014-05-15 2021-09-01 Hitachi High-Tech Corporation Automated analysis device
ES2898649T3 (es) * 2015-07-13 2022-03-08 Siemens Healthcare Diagnostics Products Gmbh Procedimiento para el pipeteo de líquidos en un aparato analizador automático
CN105067641A (zh) * 2015-07-16 2015-11-18 东华大学 基于模板粒子群寻优的复杂体异物的微波检测系统
JP6642906B2 (ja) 2016-02-18 2020-02-12 三菱重工業株式会社 駐車位置検出システム及びそれを用いた自動駐車システム

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007309888A (ja) 2006-05-22 2007-11-29 Olympus Corp 分注装置
JP2008275473A (ja) 2007-04-27 2008-11-13 Olympus Corp 分析装置および分析方法
JP2014500955A (ja) 2010-11-16 2014-01-16 エフ．ホフマン−ラ ロシュ アーゲー 容器内の液面上の泡を検出する方法および装置
JP2013088114A (ja) 2011-10-13 2013-05-13 Hitachi High-Technologies Corp 液面状態検出装置、自動分析装置および液面状態検出方法
JP2013164358A (ja) 2012-02-13 2013-08-22 Hitachi High-Technologies Corp 自動分析装置
JP2016510211A (ja) 2012-12-20 2016-04-07 スリーエム イノベイティブ プロパティズ カンパニー ガス産生微生物のコロニーの検出方法
JP2016085572A (ja) 2014-10-24 2016-05-19 朝一 村上 ビール評価用プログラム、コンピュータ及びビール評価方法
WO2016121449A1 (ja) 2015-01-28 2016-08-04 株式会社 日立ハイテクノロジーズ 液面検査装置、自動分析装置および処理装置

Also Published As

Publication number Publication date
WO2019026406A1 (ja) 2019-02-07
US11282184B2 (en) 2022-03-22
CN110892272B (zh) 2023-09-26
EP3663767B1 (en) 2023-07-26
EP3663767A4 (en) 2021-04-28
CN110892272A (zh) 2020-03-17
US20200242752A1 (en) 2020-07-30
JP2019027927A (ja) 2019-02-21
EP3663767A1 (en) 2020-06-10

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