JPWO2021009906A1 - - Google Patents

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Publication number
JPWO2021009906A1
JPWO2021009906A1 JP2021532644A JP2021532644A JPWO2021009906A1 JP WO2021009906 A1 JPWO2021009906 A1 JP WO2021009906A1 JP 2021532644 A JP2021532644 A JP 2021532644A JP 2021532644 A JP2021532644 A JP 2021532644A JP WO2021009906 A1 JPWO2021009906 A1 JP WO2021009906A1
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JP
Japan
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JP2021532644A
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Japanese (ja)
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JP7342950B2 (ja
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Classifications

    • 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
    • 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
    • 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
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Organic Chemistry (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Zoology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Wood Science & Technology (AREA)
  • Biotechnology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Analytical Chemistry (AREA)
  • Genetics & Genomics (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • General Engineering & Computer Science (AREA)
  • Microbiology (AREA)
  • Biochemistry (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Toxicology (AREA)
  • Immunology (AREA)
  • Biophysics (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)
JP2021532644A 2019-07-18 2019-07-18 細胞画像解析方法および細胞画像解析装置 Active JP7342950B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2019/028268 WO2021009906A1 (ja) 2019-07-18 2019-07-18 細胞画像解析方法および細胞画像解析装置

Publications (2)

Publication Number Publication Date
JPWO2021009906A1 true JPWO2021009906A1 (https=) 2021-01-21
JP7342950B2 JP7342950B2 (ja) 2023-09-12

Family

ID=74210370

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2021532644A Active JP7342950B2 (ja) 2019-07-18 2019-07-18 細胞画像解析方法および細胞画像解析装置

Country Status (4)

Country Link
US (1) US12394170B2 (https=)
JP (1) JP7342950B2 (https=)
CN (1) CN114127307B (https=)
WO (1) WO2021009906A1 (https=)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
CN117597430A (zh) * 2021-07-29 2024-02-23 株式会社岛津制作所 细胞图像分析方法
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

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
WO2014192184A1 (ja) * 2013-05-31 2014-12-04 富士ゼロックス株式会社 画像処理装置、画像処理方法、プログラム、及び記憶媒体
WO2015025506A1 (ja) * 2013-08-22 2015-02-26 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
WO2015141275A1 (ja) * 2014-03-17 2015-09-24 富士フイルム株式会社 細胞領域表示制御装置および方法並びにプログラム
JP2016154482A (ja) * 2015-02-24 2016-09-01 シンフォニアテクノロジー株式会社 除去領域設定方法、除去領域設定装置およびプログラム
WO2017056600A1 (ja) * 2015-09-28 2017-04-06 株式会社Ｓｃｒｅｅｎホールディングス 画像処理方法および制御プログラム
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
WO2019044424A1 (ja) * 2017-08-29 2019-03-07 富士フイルム株式会社 撮影制御装置、方法およびプログラム

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5181385B2 (ja) 2007-08-16 2013-04-10 国立大学法人名古屋大学 細胞の品質を予測する予測モデルの構築法、予測モデルの構築用ブログラム、該プログラムを記録した記録媒体、予測モデルの構築用装置
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
JP5740101B2 (ja) * 2010-04-23 2015-06-24 国立大学法人名古屋大学 細胞評価装置、インキュベータ、細胞評価方法、細胞評価プログラムおよび細胞の培養方法
US9619881B2 (en) * 2013-09-26 2017-04-11 Cellogy, Inc. Method and system for characterizing cell populations
JP6595156B2 (ja) * 2014-03-04 2019-10-23 富士フイルム株式会社 細胞画像取得装置および方法並びにプログラム
JP7250793B2 (ja) * 2017-12-07 2023-04-03 ベンタナ メディカル システムズ， インコーポレイテッド 生体画像における連帯的細胞および領域分類のための深層学習システムならびに方法
US11978211B2 (en) * 2018-03-08 2024-05-07 Shimadzu Corporation Cellular image analysis method, cellular image analysis device, and learning model creation method
EP3766000A2 (en) * 2018-03-16 2021-01-20 The United States of America as represented by the Secretary of the Department of Health and Human Services Using machine learning and/or neural networks to validate stem cells and their derivatives for use in cell therapy, drug discovery, and diagnostics
JP6996633B2 (ja) * 2018-08-06 2022-01-17 株式会社島津製作所 教師ラベル画像修正方法、学習済みモデルの作成方法および画像解析装置
JP7049974B2 (ja) * 2018-10-29 2022-04-07 富士フイルム株式会社 情報処理装置、情報処理方法、及びプログラム

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
WO2014192184A1 (ja) * 2013-05-31 2014-12-04 富士ゼロックス株式会社 画像処理装置、画像処理方法、プログラム、及び記憶媒体
WO2015025506A1 (ja) * 2013-08-22 2015-02-26 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
WO2015141275A1 (ja) * 2014-03-17 2015-09-24 富士フイルム株式会社 細胞領域表示制御装置および方法並びにプログラム
JP2016154482A (ja) * 2015-02-24 2016-09-01 シンフォニアテクノロジー株式会社 除去領域設定方法、除去領域設定装置およびプログラム
WO2017056600A1 (ja) * 2015-09-28 2017-04-06 株式会社Ｓｃｒｅｅｎホールディングス 画像処理方法および制御プログラム
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
WO2019044424A1 (ja) * 2017-08-29 2019-03-07 富士フイルム株式会社 撮影制御装置、方法およびプログラム

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
月刊メディカル・サイエンス・ダイジェスト, vol. 44, no. 9, JPN6019037099, 2018, pages 483 - 486, ISSN: 0005053132 *

Also Published As

Publication number Publication date
WO2021009906A1 (ja) 2021-01-21
US12394170B2 (en) 2025-08-19
CN114127307B (zh) 2025-04-04
CN114127307A (zh) 2022-03-01
JP7342950B2 (ja) 2023-09-12
US20220148282A1 (en) 2022-05-12

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