CN114127307B - 细胞图像解析方法和细胞图像解析装置 - Google Patents

细胞图像解析方法和细胞图像解析装置 Download PDF

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CN114127307B
CN114127307B CN201980098569.7A CN201980098569A CN114127307B CN 114127307 B CN114127307 B CN 114127307B CN 201980098569 A CN201980098569 A CN 201980098569A CN 114127307 B CN114127307 B CN 114127307B
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CN114127307A (zh
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高桥涉
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Shimadzu Corp
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/22—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition
    • G06V10/235—Image preprocessing by selection of a specific region containing or referencing a pattern; Locating or processing of specific regions to guide the detection or recognition based on user input or interaction
    • 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
    • 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
    • C12Q1/04—Determining presence or kind of microorganism; Use of selective media for testing antibiotics or bacteriocides; Compositions containing a chemical indicator therefor
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • 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
    • G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • 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
    • G06V20/695—Preprocessing, e.g. image segmentation

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Chemical & Material Sciences (AREA)
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  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Organic Chemistry (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Zoology (AREA)
  • Wood Science & Technology (AREA)
  • Biotechnology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • General Engineering & Computer Science (AREA)
  • Biochemistry (AREA)
  • Microbiology (AREA)
  • Genetics & Genomics (AREA)
  • Analytical Chemistry (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Biophysics (AREA)
  • Immunology (AREA)
  • Toxicology (AREA)
  • Medicinal Chemistry (AREA)
  • Sustainable Development (AREA)
  • Apparatus Associated With Microorganisms And Enzymes (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Image Analysis (AREA)
CN201980098569.7A 2019-07-18 2019-07-18 细胞图像解析方法和细胞图像解析装置 Active CN114127307B (zh)

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CN113470037A (zh) 2020-03-31 2021-10-01 阿里巴巴集团控股有限公司 数据处理方法、装置及系统
CN113469180A (zh) * 2020-03-31 2021-10-01 阿里巴巴集团控股有限公司 医学图像的处理方法和系统、数据处理方法
WO2023008428A1 (ja) * 2021-07-29 2023-02-02 株式会社島津製作所 細胞画像解析方法
JP7769966B2 (ja) * 2021-08-30 2025-11-14 株式会社サイト－ファクト 細胞画像解析システム、細胞画像解析装置、および、細胞画像解析方法
CN115700821B (zh) * 2022-11-24 2023-06-06 广东美赛尔细胞生物科技有限公司 一种基于图像处理的细胞识别方法及系统
EP4629183A4 (en) * 2022-12-30 2026-01-21 Bgi Shenzhen METHOD AND SYSTEM FOR RECORDING CELL IMAGES, ELECTRONIC DEVICE AND STORAGE MEDIA
JP2024101940A (ja) * 2023-01-18 2024-07-30 キヤノン株式会社 細胞画像解析方法、プログラム、推論モデルの製造方法および細胞画像解析装置

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WO2018105432A1 (ja) * 2016-12-06 2018-06-14 富士フイルム株式会社 細胞画像評価装置および細胞画像評価制御プログラム

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JP4968595B2 (ja) 2008-07-23 2012-07-04 株式会社ニコン 細胞の状態判別手法及び細胞観察の画像処理装置
JP2013201909A (ja) * 2012-03-27 2013-10-07 National Institute Of Advanced Industrial Science & Technology 細胞画像判定装置、方法、並びにプログラム
JP2014235494A (ja) * 2013-05-31 2014-12-15 富士ゼロックス株式会社 画像処理装置及びプログラム
JP6097951B2 (ja) * 2013-08-22 2017-03-22 富士フイルム株式会社 幹細胞分化判定装置および方法並びにプログラム
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WO2018105432A1 (ja) * 2016-12-06 2018-06-14 富士フイルム株式会社 細胞画像評価装置および細胞画像評価制御プログラム

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CN114127307A (zh) 2022-03-01
US12394170B2 (en) 2025-08-19
JPWO2021009906A1 (https=) 2021-01-21
JP7342950B2 (ja) 2023-09-12
US20220148282A1 (en) 2022-05-12
WO2021009906A1 (ja) 2021-01-21

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