CN110892272B - 装置、试料的状态的判别方法以及分析系统 - Google Patents

装置、试料的状态的判别方法以及分析系统 Download PDF

Info

Publication number
CN110892272B
CN110892272B CN201880041315.7A CN201880041315A CN110892272B CN 110892272 B CN110892272 B CN 110892272B CN 201880041315 A CN201880041315 A CN 201880041315A CN 110892272 B CN110892272 B CN 110892272B
Authority
CN
China
Prior art keywords
sample
state
image
detection
detection range
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.)
Active
Application number
CN201880041315.7A
Other languages
English (en)
Chinese (zh)
Other versions
CN110892272A (zh
Inventor
柿下容弓
服部英春
坂诘卓
铃木洋一郎
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.)
Hitachi High Tech Corp
Original Assignee
Hitachi High Technologies Corp
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 Hitachi High Technologies Corp filed Critical Hitachi High Technologies Corp
Publication of CN110892272A publication Critical patent/CN110892272A/zh
Application granted granted Critical
Publication of CN110892272B publication Critical patent/CN110892272B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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
    • G06T7/0004—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

Landscapes

  • 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)
  • Organic Chemistry (AREA)
  • 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)
CN201880041315.7A 2017-07-31 2018-05-31 装置、试料的状态的判别方法以及分析系统 Active CN110892272B (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2017-147629 2017-07-31
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
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

Publications (2)

Publication Number Publication Date
CN110892272A CN110892272A (zh) 2020-03-17
CN110892272B true CN110892272B (zh) 2023-09-26

Family

ID=65233578

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201880041315.7A Active 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

Country Status (5)

Country Link
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
EP4270301A4 (en) 2020-12-25 2024-01-24 Mitsubishi Electric Corporation OBJECT DETECTION DEVICE, MONITORING DEVICE, LEARNING DEVICE AND MODEL GENERATION METHOD
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 (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3422667A (en) * 1965-05-05 1969-01-21 Ceskoslovenska Akademie Ved Method of evaluating the concentration gradients in liquids
JPH0325351A (ja) * 1989-06-23 1991-02-04 Aloka Co Ltd 液状試料中の気泡の検出方法及びその装置
JPH0514889U (ja) * 1991-08-01 1993-02-26 東亜医用電子株式会社 試薬分取装置における泡検知装置
JPH11218539A (ja) * 1997-10-29 1999-08-10 Roche Diagnostics Gmbh 分析装置における液体移送装置、および液体移送ニードルの浸漬を検出するための方法
JP2007309888A (ja) * 2006-05-22 2007-11-29 Olympus Corp 分注装置
CN101859378A (zh) * 2010-06-11 2010-10-13 湖南大学 高速医药生产线上的药液质量视觉检测方法
CN102149812A (zh) * 2008-02-21 2011-08-10 埃凡特拉生物科技公司 基于液体流经阵列的分析
JP2013164358A (ja) * 2012-02-13 2013-08-22 Hitachi High-Technologies Corp 自動分析装置
CN103314293A (zh) * 2010-11-16 2013-09-18 霍夫曼-拉罗奇有限公司 用于检测器皿内的液体表面上的泡沫的方法和设备
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
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
CN105793714A (zh) * 2014-01-27 2016-07-20 株式会社日立高新技术 自动分析装置
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
CN106133527A (zh) * 2013-11-26 2016-11-16 株式会社日立高新技术 自动分析装置
CN106353519A (zh) * 2015-07-13 2017-01-25 西门子医学诊断产品有限责任公司 在自动分析装置中用于移液液体的方法
JPWO2015174226A1 (ja) * 2014-05-15 2017-04-20 株式会社日立ハイテクノロジーズ 自動分析装置

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6582929B2 (en) * 2001-04-24 2003-06-24 Dade Microscan Inc. Method for minimizing optical interference during antibiotic susceptibility readings in a microbiological analyzer
JP4902419B2 (ja) 2007-04-27 2012-03-21 ベックマン コールター， インコーポレイテッド 分析装置および分析方法
JP5879085B2 (ja) 2011-10-13 2016-03-08 株式会社日立ハイテクノロジーズ 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
WO2014099644A1 (en) 2012-12-20 2014-06-26 3M Innovative Properties Company Method of detecting gas-producing microbial colonies
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 (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB1150501A (en) * 1965-05-05 1969-04-30 Ceskoslovenska Akademie Ved Improvements in or relating to Devices for Analyzing Liquids Flowing through Capillary Tubes
US3422667A (en) * 1965-05-05 1969-01-21 Ceskoslovenska Akademie Ved Method of evaluating the concentration gradients in liquids
JPH0325351A (ja) * 1989-06-23 1991-02-04 Aloka Co Ltd 液状試料中の気泡の検出方法及びその装置
JPH0514889U (ja) * 1991-08-01 1993-02-26 東亜医用電子株式会社 試薬分取装置における泡検知装置
JPH11218539A (ja) * 1997-10-29 1999-08-10 Roche Diagnostics Gmbh 分析装置における液体移送装置、および液体移送ニードルの浸漬を検出するための方法
JP2007309888A (ja) * 2006-05-22 2007-11-29 Olympus Corp 分注装置
CN102149812A (zh) * 2008-02-21 2011-08-10 埃凡特拉生物科技公司 基于液体流经阵列的分析
CN101859378A (zh) * 2010-06-11 2010-10-13 湖南大学 高速医药生产线上的药液质量视觉检测方法
CN103314293A (zh) * 2010-11-16 2013-09-18 霍夫曼-拉罗奇有限公司 用于检测器皿内的液体表面上的泡沫的方法和设备
JP2013164358A (ja) * 2012-02-13 2013-08-22 Hitachi High-Technologies Corp 自動分析装置
CN106133527A (zh) * 2013-11-26 2016-11-16 株式会社日立高新技术 自动分析装置
CN105793714A (zh) * 2014-01-27 2016-07-20 株式会社日立高新技术 自动分析装置
JPWO2015174226A1 (ja) * 2014-05-15 2017-04-20 株式会社日立ハイテクノロジーズ 自動分析装置
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
CN106353519A (zh) * 2015-07-13 2017-01-25 西门子医学诊断产品有限责任公司 在自动分析装置中用于移液液体的方法
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

Also Published As

Publication number Publication date
US11282184B2 (en) 2022-03-22
CN110892272A (zh) 2020-03-17
EP3663767B1 (en) 2023-07-26
WO2019026406A1 (ja) 2019-02-07
US20200242752A1 (en) 2020-07-30
EP3663767A1 (en) 2020-06-10
JP2019027927A (ja) 2019-02-21
JP7011904B2 (ja) 2022-01-27
EP3663767A4 (en) 2021-04-28

Similar Documents

Publication Publication Date Title
CN110892272B (zh) 装置、试料的状态的判别方法以及分析系统
CN105849274B (zh) 用于显微图像中的单独细胞的分类和识别的方法和系统
JP6791864B2 (ja) 検査室自動化のためのサイドビューサンプルチューブ画像におけるバーコードタグ検出
CN114585443B (zh) 训练诊断分析仪模型的设备和方法
EP3006551B1 (en) Image processing device, image processing method, program, and storage medium
JP7320972B2 (ja) 画像処理装置、自動分析システム及び画像処理方法
CN114332058A (zh) 基于神经网络的血清质量识别方法、装置、设备及介质
US20240371141A1 (en) Methods and apparatus providing training updates in automated diagnostic systems
US20240119698A1 (en) Image processing device and method, and image processing system
US20240320962A1 (en) Site-specific adaptation of automated diagnostic analysis systems
CN119317841A (zh) 试样状态判定装置、试样状态判定方法及试样检查装置
US20220398846A1 (en) Apparatus and methods of identifying tube assembly type
JP2025049901A (ja) 試料状態判定装置、試料状態判定方法、および試料分析システム
HK40068364A (en) Apparatus and methods of training models of diagnostic analyzers
CN117132640A (zh) 血清的检测方法、装置、血样检测设备及计算机存储介质
CN120088805A (zh) 一种化验单识别方法、识别系统、设备及介质
HK40068330A (en) Apparatus and methods of identifying tube assembly type

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
GR01 Patent grant
GR01 Patent grant