CN113667584B - 菌落对比度收集 - Google Patents

菌落对比度收集 Download PDF

Info

Publication number
CN113667584B
CN113667584B CN202110959362.3A CN202110959362A CN113667584B CN 113667584 B CN113667584 B CN 113667584B CN 202110959362 A CN202110959362 A CN 202110959362A CN 113667584 B CN113667584 B CN 113667584B
Authority
CN
China
Prior art keywords
digital image
image
pixels
target
contrast
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
CN202110959362.3A
Other languages
English (en)
Chinese (zh)
Other versions
CN113667584A (zh
Inventor
T·M·威尔斯
R·R·玛赛珀利
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.)
BD Kiestra BV
Original Assignee
BD Kiestra BV
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 BD Kiestra BV filed Critical BD Kiestra BV
Publication of CN113667584A publication Critical patent/CN113667584A/zh
Application granted granted Critical
Publication of CN113667584B publication Critical patent/CN113667584B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • 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
    • C12M23/00—Constructional details, e.g. recesses, hinges
    • C12M23/02—Form or structure of the vessel
    • C12M23/10—Petri dish
    • 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
    • C12M23/00—Constructional details, e.g. recesses, hinges
    • C12M23/22—Transparent or translucent parts
    • 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
    • C12M25/00—Means for supporting, enclosing or fixing the microorganisms, e.g. immunocoatings
    • C12M25/06—Plates; Walls; Drawers; Multilayer plates
    • 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
    • C12M31/00—Means for providing, directing, scattering or concentrating light
    • C12M31/02—Means for providing, directing, scattering or concentrating light located outside the reactor
    • 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
    • C12M41/00—Means for regulation, monitoring, measurement or control, e.g. flow regulation
    • C12M41/12—Means for regulation, monitoring, measurement or control, e.g. flow regulation of temperature
    • C12M41/14—Incubators; Climatic chambers
    • 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
    • C12M41/00—Means for regulation, monitoring, measurement or control, e.g. flow regulation
    • C12M41/46—Means for regulation, monitoring, measurement or control, e.g. flow regulation of cellular or enzymatic activity or functionality, e.g. cell viability
    • 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
    • C12M41/00—Means for regulation, monitoring, measurement or control, e.g. flow regulation
    • C12M41/48—Automatic or computerized control
    • C—CHEMISTRY; METALLURGY
    • C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/02—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving viable microorganisms
    • 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
    • G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/27—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands using photo-electric detection ; circuits for computing concentration
    • 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
    • G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
    • G01N33/53—Immunoassay; Biospecific binding assay; Materials therefor
    • G01N33/569—Immunoassay; Biospecific binding assay; Materials therefor for microorganisms, e.g. protozoa, bacteria, viruses
    • G01N33/56911—Bacteria
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00—Geometric image transformations in the plane of the image
    • G06T3/14—Transformations for image registration, e.g. adjusting or mapping for alignment of images
    • 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
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G06T7/0016—Biomedical image inspection using an image reference approach involving temporal comparison
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/13—Edge detection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/90—Determination of colour characteristics
    • 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
    • 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
    • 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
    • G06V20/693—Acquisition
    • 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
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10056—Microscopic image
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10141—Special mode during image acquisition
    • G06T2207/10152—Varying illumination
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20048—Transform domain processing
    • G06T2207/20056—Discrete and fast Fourier transform, [DFT, FFT]
    • 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)
  • Health & Medical Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Organic Chemistry (AREA)
  • Wood Science & Technology (AREA)
  • Zoology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biochemistry (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Biotechnology (AREA)
  • Microbiology (AREA)
  • General Engineering & Computer Science (AREA)
  • Genetics & Genomics (AREA)
  • Sustainable Development (AREA)
  • Analytical Chemistry (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Immunology (AREA)
  • Molecular Biology (AREA)
  • Multimedia (AREA)
  • Clinical Laboratory Science (AREA)
  • Cell Biology (AREA)
  • Pathology (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Hematology (AREA)
  • Urology & Nephrology (AREA)
  • Quality & Reliability (AREA)
  • Thermal Sciences (AREA)
  • Computer Hardware Design (AREA)
  • Radiology & Medical Imaging (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Biophysics (AREA)
CN202110959362.3A 2015-04-23 2016-04-22 菌落对比度收集 Active CN113667584B (zh)

Applications Claiming Priority (6)

Application Number Priority Date Filing Date Title
US201562151681P 2015-04-23 2015-04-23
US62/151,681 2015-04-23
US201662318483P 2016-04-05 2016-04-05
US62/318,483 2016-04-05
CN201680022999.7A CN107771212B (zh) 2015-04-23 2016-04-22 菌落对比度收集
PCT/US2016/028913 WO2016172527A2 (en) 2015-04-23 2016-04-22 Colony contrast gathering

Related Parent Applications (1)

Application Number Title Priority Date Filing Date
CN201680022999.7A Division CN107771212B (zh) 2015-04-23 2016-04-22 菌落对比度收集

Publications (2)

Publication Number Publication Date
CN113667584A CN113667584A (zh) 2021-11-19
CN113667584B true CN113667584B (zh) 2024-12-31

Family

ID=55911090

Family Applications (2)

Application Number Title Priority Date Filing Date
CN202110959362.3A Active CN113667584B (zh) 2015-04-23 2016-04-22 菌落对比度收集
CN201680022999.7A Active CN107771212B (zh) 2015-04-23 2016-04-22 菌落对比度收集

Family Applications After (1)

Application Number Title Priority Date Filing Date
CN201680022999.7A Active CN107771212B (zh) 2015-04-23 2016-04-22 菌落对比度收集

Country Status (11)

Country Link
US (4) US10521910B2 (cg-RX-API-DMAC10.html)
EP (2) EP3286731B1 (cg-RX-API-DMAC10.html)
JP (2) JP6777726B2 (cg-RX-API-DMAC10.html)
KR (2) KR102892075B1 (cg-RX-API-DMAC10.html)
CN (2) CN113667584B (cg-RX-API-DMAC10.html)
AU (2) AU2016250791B2 (cg-RX-API-DMAC10.html)
BR (1) BR112017022830A2 (cg-RX-API-DMAC10.html)
CA (2) CA2985848C (cg-RX-API-DMAC10.html)
ES (1) ES2826400T3 (cg-RX-API-DMAC10.html)
WO (1) WO2016172527A2 (cg-RX-API-DMAC10.html)
ZA (1) ZA201707359B (cg-RX-API-DMAC10.html)

Families Citing this family (38)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3102664A4 (en) * 2014-02-04 2017-11-01 Molecular Devices, LLC System for identifying and picking spectrally distinct colonies
US11041871B2 (en) 2014-04-16 2021-06-22 Bd Kiestra B.V. System and method for incubation and reading of biological cultures
WO2016172532A2 (en) * 2015-04-23 2016-10-27 Bd Kiestra B.V. A method and system for automated microbial colony counting from streaked sample on plated media
EP3286731B1 (en) 2015-04-23 2020-09-16 BD Kiestra B.V. Colony contrast gathering
KR102773332B1 (ko) 2015-05-28 2025-02-25 비디 키에스트라 비.브이. 식별 및 항생제 감수성 시험용 미생물 샘플을 수득 및 준비하기 위한 자동화된 방법 및 시스템
US11834696B2 (en) * 2017-04-05 2023-12-05 Arizona Board Of Regents On Behalf Of Arizona State University Antimicrobial susceptibility testing with large-volume light scattering imaging and deep learning video microscopy
US10349911B2 (en) * 2017-05-18 2019-07-16 Dassault Systemes Simulia Corp. System and method to produce corrected contrast levels in a CT scan of vasculature
JP7011770B2 (ja) * 2017-06-26 2022-01-27 大日本印刷株式会社 細胞培養状態評価装置
AU2018338692B2 (en) * 2017-09-28 2025-03-20 Bd Kiestra B.V. Methods and systems for automated assessment of antibiotic sensitivity
US11727699B2 (en) 2017-10-05 2023-08-15 Becton, Dickinson And Company Application development environment for biological sample assessment processing
WO2019187420A1 (ja) * 2018-03-26 2019-10-03 株式会社Screenホールディングス 画像処理方法、画像処理装置、プログラムおよび記録媒体
FR3080211B1 (fr) 2018-04-16 2020-05-08 Pinqkerton Systeme et procede d'analyse de dispositifs de test
WO2019225176A1 (ja) * 2018-05-25 2019-11-28 ソニー株式会社 制御装置、制御方法、およびプログラム
CN112689841A (zh) * 2018-09-07 2021-04-20 韦务拓客公司 微生物信息提供装置及方法
EP3704668A4 (en) * 2018-12-17 2021-04-07 SZ DJI Technology Co., Ltd. IMAGE PROCESSING METHOD AND DEVICE
US12039795B2 (en) 2018-12-20 2024-07-16 Bd Kiestra B.V. System and method for monitoring bacterial growth of bacterial colonies and predicting colony biomass
CN113518827B (zh) * 2019-03-01 2024-09-06 安格瑞卡姆有限公司 用于检测微生物的方法、装置和系统
WO2020261555A1 (ja) * 2019-06-28 2020-12-30 オリンパス株式会社 画像生成システムおよび画像生成方法
JP7297272B2 (ja) * 2019-08-29 2023-06-26 ファナック株式会社 細胞製造装置
CN110830768B (zh) * 2019-10-31 2021-07-16 北京君立康生物科技有限公司 一种菌落图像的采集处理方法及装置
WO2021154876A1 (en) * 2020-01-28 2021-08-05 The Regents Of The University Of California Systems and methods for the early detection and classification of live microorganisms using time-lapse coherent imaging and deep learning
WO2021229337A1 (en) * 2020-05-13 2021-11-18 3M Innovative Properties Company Compensation of intensity variances in images used for colony enumeration
US12522798B2 (en) * 2020-05-18 2026-01-13 Neogen Food Safety Us Holdco Corporation Microorganic detection system using a deep learning model
WO2021234514A1 (en) * 2020-05-19 2021-11-25 3M Innovative Properties Company Detecting a condition for a culture device using a machine learning model
GB202010984D0 (en) * 2020-07-16 2020-09-02 Croda Int Plc Computer implemented method for assessing the growth of germinative growths from germinative units
US11995833B2 (en) 2020-07-31 2024-05-28 The Joan and Irwin Jacobs Technion-Cornell Institute System and method for on-phase microscopy
JP7620403B2 (ja) * 2020-09-10 2025-01-23 合同会社H.U.グループ中央研究所 菌種同定支援方法、マルチコロニー学習モデルの生成方法、菌種同定支援装置及びコンピュータプログラム
FR3114649A1 (fr) * 2020-09-25 2022-04-01 Biomerieux Procédé d'analyse d'un échantillon biologique avec masquage d'artefacts
AU2021356027A1 (en) 2020-10-07 2023-05-04 Bd Kiestra B.V. System for obtaining image of a plated culture dish using an imaging device having a telecentric lens
JP7664723B2 (ja) * 2021-03-23 2025-04-18 株式会社Screenホールディングス 細胞計数方法、細胞計数のための機械学習モデルの構築方法、プログラムおよび記録媒体
DE102021004734B3 (de) 2021-09-21 2022-11-17 Vmt Vision Machine Technic Bildverarbeitungssysteme Gmbh Verfahren für eine automatische Inspektion von einer Vielzahl von plattenartigen Kunststoffträger
KR102551083B1 (ko) * 2021-11-03 2023-07-04 주식회사 싸이너스 Dpf용 비파괴 검사 시스템 및 방법
JP2024143764A (ja) * 2023-03-30 2024-10-11 富士フイルム株式会社 表示条件決定方法、表示条件決定装置、及びプログラム
EP4735573A1 (fr) * 2023-06-29 2026-05-06 bioMérieux Procédé de détection de colonies de microorganismes dans un échantillon disposé dans un milieu de culture
US20250265849A1 (en) * 2024-02-20 2025-08-21 Microsoft Technology Licensing, Llc Automated phenotypic analysis of microscopic images using a cascade ml architecture with iterative active learning
JP2025150825A (ja) * 2024-03-27 2025-10-09 住友化学株式会社 装置、方法及びプログラム
CN118895206A (zh) * 2024-07-30 2024-11-05 杭州中钼新材料科技有限公司 一种人工固氮酶的制备方法
KR20260019081A (ko) * 2024-07-31 2026-02-10 주식회사 모이기술 Ai 기반 고정밀 박테리아 분석 장치

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1996018720A1 (en) * 1994-12-15 1996-06-20 Minnesota Mining And Manufacturing Company Method and apparatus for detecting and identifying microbial colonies
CN1582327A (zh) * 2001-09-06 2005-02-16 基因描绘系统有限公司 复制细胞的快速检测
CN103518224A (zh) * 2011-03-04 2014-01-15 Lbt创新有限公司 用于分析微生物生长的方法和软件
CN107771212A (zh) * 2015-04-23 2018-03-06 Bd科斯特公司 菌落对比度收集

Family Cites Families (75)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3843456A (en) * 1970-11-27 1974-10-22 B Haden Device for implementing the delivery,storage and use of microorganisms
US3856628A (en) * 1972-05-17 1974-12-24 Crowley R Method and apparatus for the identification of microorganisms
US4700298A (en) 1984-09-14 1987-10-13 Branko Palcic Dynamic microscope image processing scanner
US4724215A (en) 1985-02-27 1988-02-09 Sherwood Medical Company Automated microbiological testing apparatus and method
DK0656938T3 (da) 1992-07-13 1998-07-20 Minnesota Mining & Mfg Teknik til at tælle objekter i et skanderet billede
US5723308A (en) 1993-05-14 1998-03-03 Minnesota Mining And Manufacturing Company Culture medium for rapid count of coliform bacteria
FR2719602B1 (fr) 1994-05-05 1996-07-26 Biocom Sa Procédé et installation pour la numérisation de cellules et micro-organismes, notamment des produits alimentaires ou des fluides biologiques.
JPH09187270A (ja) 1996-01-11 1997-07-22 Nishi Nippon Shinku Tank Kk 細菌類の分析方法および同分析装置
US6122396A (en) 1996-12-16 2000-09-19 Bio-Tech Imaging, Inc. Method of and apparatus for automating detection of microorganisms
GB9714347D0 (en) 1997-07-09 1997-09-10 Oxoid Ltd Image analysis systems and devices for use therewith
WO2000039329A1 (en) 1998-12-28 2000-07-06 Sapporo Breweries Ltd. Method of counting microorganisms and device for accomplishing the counting
US6153400A (en) 1999-03-12 2000-11-28 Akzo Nobel N.V. Device and method for microbial antibiotic susceptibility testing
BR0003066A (pt) 2000-07-21 2002-04-30 Fundacao Oswaldo Cruz Método e dispositivo para detecção microrganismos à fibra óptica
US6884983B2 (en) 2002-06-10 2005-04-26 Palantyr Research, Llc Imaging system for examining biological material
US6605446B2 (en) 2001-10-18 2003-08-12 Gideon Eden Detecting airborne microorganisms
NL1020471C2 (nl) * 2002-04-25 2003-10-31 Tno Microbiologisch informatiesysteem.
US7351574B2 (en) 2002-11-27 2008-04-01 3M Innovative Properties Company Loading and ejection systems for biological growth plate scanner
JP4800623B2 (ja) 2002-11-27 2011-10-26 スリーエム イノベイティブ プロパティズ カンパニー 生物成長プレートスキャナ用装填および排出システム
US20040101954A1 (en) 2002-11-27 2004-05-27 Graessle Josef A. Back side plate illumination for biological growth plate scanner
US7319031B2 (en) 2002-11-27 2008-01-15 3M Innovative Properties Company Mounting platform for biological growth plate scanner
US20040253660A1 (en) * 2003-06-12 2004-12-16 Giles Scientific, Inc. Automated microbiological testing apparatus and method
ES2661168T3 (es) 2003-07-12 2018-03-27 Accelerate Diagnostics, Inc. Biodetección sensible y rápida
US7496225B2 (en) 2003-09-04 2009-02-24 3M Innovative Properties Company Biological growth plate scanner with automated intake
US7298886B2 (en) 2003-09-05 2007-11-20 3M Innovative Properties Company Counting biological agents on biological growth plates
US7623728B2 (en) 2004-03-24 2009-11-24 General Electric Company Method and product for processing digital images
EP1866653A4 (en) 2005-03-07 2009-08-26 Novx Systems Inc ANALYSIS MACHINE
WO2007028649A1 (en) * 2005-09-09 2007-03-15 Universität Bremen Medium for detecting microorganisms
US8131477B2 (en) 2005-11-16 2012-03-06 3M Cogent, Inc. Method and device for image-based biological data quantification
FI20051329A0 (fi) 2005-12-27 2005-12-27 Wallac Oy Laitteisto ja menetelmä näytteiden optista mittausta varten
JP4176785B2 (ja) 2006-06-02 2008-11-05 株式会社東芝 スイッチング素子、半導体装置及びそれらの製造方法
US20120225449A1 (en) * 2007-03-16 2012-09-06 Roth Geoffrey N Method and appraratus utilizing enzyme substrates producing slow diffusing fluorescent product appearances and chromogens, and use in combination with fast diffusing product appearances
JP4863932B2 (ja) 2007-06-04 2012-01-25 株式会社エヌテック コロニー数の計数方法
WO2009091402A1 (en) 2008-01-17 2009-07-23 Gideon Eden Co2 optical sensor for detection and enumeration of microorganisms
US8417013B2 (en) 2008-03-04 2013-04-09 3M Innovative Properties Company Information management in automated processing of biological growth media
JP5608159B2 (ja) 2008-03-26 2014-10-15 スリーエム イノベイティブ プロパティズ カンパニー 生物学的増殖培地のスペクトル解析
CA2724973C (en) 2008-05-20 2015-08-11 University Health Network Device and method for fluorescence-based imaging and monitoring
CN102460183B (zh) 2009-05-15 2015-04-15 生物梅里埃有限公司 用于微生物检测设备的自动化加载机构
EP3065105B1 (en) * 2009-06-12 2020-04-29 Nikon Corporation Technique for determining the state of a cell aggregation, image processing program and image processing device using the technique, and method for producing a cell aggregation
US8570370B2 (en) 2009-08-31 2013-10-29 Bio-Rad Laboratories, Inc. Compact automated cell counter
AU2010281739B2 (en) * 2009-10-30 2011-06-09 Biogenic Innovations, Llc Use of methylsulfonylmethane (MSM) to modulate microbial activity
US8840840B2 (en) 2009-12-08 2014-09-23 3M Innovative Properties Company Illumination apparatus and methods for a biological growth plate scanner
FR2958298B1 (fr) 2010-04-06 2014-10-17 Commissariat Energie Atomique Procede de detection d'amas de particules biologiques
FR2971846B1 (fr) 2011-02-21 2013-12-06 Commissariat Energie Atomique Procede d'observation d'un echantillon
WO2012119189A1 (en) 2011-03-04 2012-09-13 Lbt Innovations Limited Colour calibration method for an image capture device
EP2681693B1 (en) 2011-03-04 2018-08-01 LBT Innovations Limited Method for improving classification results of a classifier
WO2012119190A1 (en) 2011-03-04 2012-09-13 Lbt Innovations Limited Image capture and lighting apparatus
EP2520923A1 (en) 2011-05-06 2012-11-07 bioMérieux Bio-imaging method and system
WO2013049440A1 (en) 2011-09-30 2013-04-04 Life Technologies Corporation Methods and systems for background subtraction in an image
EP2578693A1 (en) 2011-10-07 2013-04-10 Koninklijk Instituut voor de Tropen Method for detecting bacteria
WO2014030674A1 (ja) 2012-08-23 2014-02-27 大日本印刷株式会社 培地情報登録システム、コロニー検出装置、プログラム及び衛生管理システム
US9123120B2 (en) 2012-08-24 2015-09-01 DR Vision Technologies LLC Progressive decision for cellular process selection
GB201216661D0 (en) 2012-09-18 2012-10-31 Spicer Consulting Ltd photobioreactor
FR2997502B1 (fr) 2012-10-29 2014-12-26 Commissariat Energie Atomique Procede d'observation d'especes biologiques.
EP2731051A1 (en) 2012-11-07 2014-05-14 bioMérieux Bio-imaging method
EP3336195B1 (en) 2012-12-20 2020-02-26 3M Innovative Properties Company Method of differentiating microbial colonies in an image
US20140177494A1 (en) 2012-12-21 2014-06-26 Alexander W. Min Cloud-aware collaborative mobile platform power management using mobile sensors
FR3001227B1 (fr) 2013-01-21 2015-02-27 Biomerieux Sa Moyen, procede et produit-programme d’ordinateur pour determiner le taux de concentration de micro-organismes lors d’une analyse de fluide
US20160040215A1 (en) * 2013-03-14 2016-02-11 Seres Therapeutics, Inc. Methods for Pathogen Detection and Enrichment from Materials and Compositions
US9677109B2 (en) * 2013-03-15 2017-06-13 Accelerate Diagnostics, Inc. Rapid determination of microbial growth and antimicrobial susceptibility
ITMI20130692A1 (it) 2013-04-26 2014-10-27 Copan Italia Spa Dispositivo e procedimento per il processamento automatico di piastre di coltura per campioni microbiologici
WO2014187919A1 (en) 2013-05-23 2014-11-27 bioMérieux Method, system and computer program product for producing a raised relief map from images of an object
JP2015073452A (ja) 2013-10-07 2015-04-20 株式会社エルメックス コロニーのカウント方法およびコロニー計数装置
AU2014374989B2 (en) 2014-01-03 2019-09-12 Copan Italia S.P.A. Apparatus and method for treatment of diagnostic information relating to samples of microbiological material
AU2015212758B2 (en) 2014-01-30 2019-11-21 Bd Kiestra B.V. A system and method for image acquisition using supervised high quality imaging
US11041871B2 (en) 2014-04-16 2021-06-22 Bd Kiestra B.V. System and method for incubation and reading of biological cultures
FR3020485A1 (fr) 2014-04-25 2015-10-30 Biomerieux Sa Procede, systeme et produit-programme d'ordinateur pour afficher une image d'un objet
FR3021054B1 (fr) 2014-05-14 2016-07-01 Biomerieux Sa Procede et systeme d’observation d’especes biologiques sur un milieu de culture
FR3022916B1 (fr) 2014-06-30 2018-04-06 Biomerieux Procede de detection d'une presence ou d'une absence de particules biologiques.
WO2016011534A1 (en) 2014-07-24 2016-01-28 University Health Network Collection and analysis of data for diagnostic purposes
US9347082B2 (en) 2014-08-28 2016-05-24 Omnivision Technologies, Inc. Automated cell growth/migration detection system and associated methods
FR3028866B1 (fr) 2014-11-26 2018-03-09 bioMérieux Procede, systeme et produit-programme d'ordinateur pour determiner la croissance de micro-organismes
FR3030749B1 (fr) 2014-12-19 2020-01-03 Commissariat A L'energie Atomique Et Aux Energies Alternatives Methode d'identification de particules biologiques par piles d'images holographiques defocalisees
WO2016172388A2 (en) 2015-04-21 2016-10-27 Joseph Paul Robinson Culture detection and measurement over time
WO2016176176A1 (en) * 2015-04-29 2016-11-03 3M Innovative Properties Company Culture device for anaerobic microorganisms
FR3038620B1 (fr) 2015-07-09 2019-05-24 Biomerieux Procede de detection d'une presence ou d'une absence d'au moins une premiere zone d'inhibition

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1996018720A1 (en) * 1994-12-15 1996-06-20 Minnesota Mining And Manufacturing Company Method and apparatus for detecting and identifying microbial colonies
CN1582327A (zh) * 2001-09-06 2005-02-16 基因描绘系统有限公司 复制细胞的快速检测
CN103518224A (zh) * 2011-03-04 2014-01-15 Lbt创新有限公司 用于分析微生物生长的方法和软件
CN107771212A (zh) * 2015-04-23 2018-03-06 Bd科斯特公司 菌落对比度收集

Also Published As

Publication number Publication date
KR102664258B1 (ko) 2024-05-07
US20220383498A1 (en) 2022-12-01
ZA201707359B (en) 2022-05-25
CA2985848C (en) 2026-01-13
AU2016250791B2 (en) 2021-10-21
BR112017022830A2 (pt) 2018-07-17
JP2021043203A (ja) 2021-03-18
KR20170139590A (ko) 2017-12-19
CN107771212A (zh) 2018-03-06
CA2985848A1 (en) 2016-10-27
EP3767586A1 (en) 2021-01-20
US11669971B2 (en) 2023-06-06
US20200342604A1 (en) 2020-10-29
AU2022200171B2 (en) 2023-08-03
CA3247865A1 (en) 2025-10-31
CN107771212B (zh) 2021-09-10
EP3286731B1 (en) 2020-09-16
EP3286731A2 (en) 2018-02-28
CN113667584A (zh) 2021-11-19
JP2018525746A (ja) 2018-09-06
WO2016172527A3 (en) 2017-01-19
JP6777726B2 (ja) 2020-10-28
US20200090335A1 (en) 2020-03-19
WO2016172527A2 (en) 2016-10-27
US10521910B2 (en) 2019-12-31
JP7148581B2 (ja) 2022-10-05
ES2826400T3 (es) 2021-05-18
US10692216B2 (en) 2020-06-23
KR20240069819A (ko) 2024-05-20
US20180089828A1 (en) 2018-03-29
AU2022200171A1 (en) 2022-02-10
EP3767586B8 (en) 2025-12-17
AU2016250791A1 (en) 2017-11-09
KR102892075B1 (ko) 2025-11-27
EP3767586B1 (en) 2025-11-05
US11341648B2 (en) 2022-05-24

Similar Documents

Publication Publication Date Title
JP7148581B2 (ja) コロニーコントラスト収集
CN114723741B (zh) 用于自动计数微生物菌落的方法和系统
US12307794B2 (en) System and method for monitoring bacterial growth of bacterial colonies and predicting colony biomass

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