JP2017009314A - 教示データの作成支援方法、作成支援装置、プログラムおよびプログラム記録媒体 - Google Patents

教示データの作成支援方法、作成支援装置、プログラムおよびプログラム記録媒体 Download PDF

Info

Publication number
JP2017009314A
JP2017009314A JP2015121978A JP2015121978A JP2017009314A JP 2017009314 A JP2017009314 A JP 2017009314A JP 2015121978 A JP2015121978 A JP 2015121978A JP 2015121978 A JP2015121978 A JP 2015121978A JP 2017009314 A JP2017009314 A JP 2017009314A
Authority
JP
Japan
Prior art keywords
teaching
teaching data
data
data creation
learning
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.)
Pending
Application number
JP2015121978A
Other languages
English (en)
Japanese (ja)
Other versions
JP2017009314A5 (enExample
Inventor
治郎 津村
Jiro Tsumura
治郎 津村
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.)
Screen Holdings Co Ltd
Original Assignee
Screen Holdings Co Ltd
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 Screen Holdings Co Ltd filed Critical Screen Holdings Co Ltd
Priority to JP2015121978A priority Critical patent/JP2017009314A/ja
Priority to US15/736,240 priority patent/US20180189606A1/en
Priority to PCT/JP2016/066240 priority patent/WO2016203956A1/ja
Publication of JP2017009314A publication Critical patent/JP2017009314A/ja
Publication of JP2017009314A5 publication Critical patent/JP2017009314A5/ja
Pending legal-status Critical Current

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
    • C12M41/00—Means for regulation, monitoring, measurement or control, e.g. flow regulation
    • C12M41/30—Means for regulation, monitoring, measurement or control, e.g. flow regulation of concentration
    • C12M41/36—Means for regulation, monitoring, measurement or control, e.g. flow regulation of concentration of biomass, e.g. colony counters or by turbidity measurements
    • 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
    • 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
    • C12M47/00—Means for after-treatment of the produced biomass or of the fermentation or metabolic products, e.g. storage of biomass
    • C12M47/04—Cell isolation or sorting
    • 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
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N15/14—Optical investigation techniques, e.g. flow cytometry
    • G01N15/1429—Signal processing
    • G01N15/1433—Signal processing using image recognition
    • 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
    • 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
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—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
    • G06V20/698—Matching; Classification
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N2015/1006—Investigating individual particles for cytology
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N15/14—Optical investigation techniques, e.g. flow cytometry
    • G01N2015/1488—Methods for deciding

Landscapes

  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Organic Chemistry (AREA)
  • Zoology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Wood Science & Technology (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Biochemistry (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Analytical Chemistry (AREA)
  • Biotechnology (AREA)
  • Biomedical Technology (AREA)
  • Microbiology (AREA)
  • Genetics & Genomics (AREA)
  • Sustainable Development (AREA)
  • Molecular Biology (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Immunology (AREA)
  • Computing Systems (AREA)
  • Multimedia (AREA)
  • Data Mining & Analysis (AREA)
  • Medical Informatics (AREA)
  • Pathology (AREA)
  • Dispersion Chemistry (AREA)
  • Signal Processing (AREA)
  • Mathematical Physics (AREA)
  • Computer Hardware Design (AREA)
  • Cell Biology (AREA)
  • Databases & Information Systems (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Urology & Nephrology (AREA)
  • Medicinal Chemistry (AREA)
JP2015121978A 2015-06-17 2015-06-17 教示データの作成支援方法、作成支援装置、プログラムおよびプログラム記録媒体 Pending JP2017009314A (ja)

Priority Applications (3)

Application Number Priority Date Filing Date Title
JP2015121978A JP2017009314A (ja) 2015-06-17 2015-06-17 教示データの作成支援方法、作成支援装置、プログラムおよびプログラム記録媒体
US15/736,240 US20180189606A1 (en) 2015-06-17 2016-06-01 Method and device for supporting creation of teaching data, program and program recording medium
PCT/JP2016/066240 WO2016203956A1 (ja) 2015-06-17 2016-06-01 教示データの作成支援方法、作成支援装置、プログラムおよびプログラム記録媒体

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2015121978A JP2017009314A (ja) 2015-06-17 2015-06-17 教示データの作成支援方法、作成支援装置、プログラムおよびプログラム記録媒体

Publications (2)

Publication Number Publication Date
JP2017009314A true JP2017009314A (ja) 2017-01-12
JP2017009314A5 JP2017009314A5 (enExample) 2017-06-22

Family

ID=57545570

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2015121978A Pending JP2017009314A (ja) 2015-06-17 2015-06-17 教示データの作成支援方法、作成支援装置、プログラムおよびプログラム記録媒体

Country Status (3)

Country Link
US (1) US20180189606A1 (enExample)
JP (1) JP2017009314A (enExample)
WO (1) WO2016203956A1 (enExample)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019240008A1 (ja) 2018-06-13 2019-12-19 富士フイルム株式会社 情報処理装置、導出方法、及び導出プログラム
JP2022131937A (ja) * 2021-02-26 2022-09-07 株式会社エビデント アノテーションを支援するシステム、方法、及び、プログラム

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3700419A4 (en) * 2017-10-26 2021-11-10 Essenlix Corporation RAPID TEST OF BLOOD PLATES
JP7018078B2 (ja) * 2018-01-31 2022-02-09 ヤマハ発動機株式会社 撮像システム
US12229643B2 (en) * 2018-10-05 2025-02-18 Nec Corporation Teaching data extending device, teaching data extending method, and program

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004265190A (ja) * 2003-03-03 2004-09-24 Japan Energy Electronic Materials Inc 階層型ニューラルネットワークの学習方法、そのプログラム及びそのプログラムを記録した記録媒体
JP2011002995A (ja) * 2009-06-18 2011-01-06 Riron Soyaku Kenkyusho:Kk 細胞認識装置、インキュベータおよびプログラム
JP2011229409A (ja) * 2010-04-23 2011-11-17 Nagoya Univ 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
WO2014030379A1 (ja) * 2012-08-23 2014-02-27 富士ゼロックス株式会社 画像処理装置、プログラム、画像処理方法及びコンピュータ読み取り媒体並びに画像処理システム
WO2014087689A1 (ja) * 2012-12-07 2014-06-12 富士ゼロックス株式会社 画像処理装置、画像処理システム及びプログラム
JP2014137284A (ja) * 2013-01-17 2014-07-28 Dainippon Screen Mfg Co Ltd 教師データ作成支援装置、教師データ作成装置、画像分類装置、教師データ作成支援方法、教師データ作成方法および画像分類方法
JP2014142871A (ja) * 2013-01-25 2014-08-07 Dainippon Screen Mfg Co Ltd 教師データ作成支援装置、教師データ作成装置、画像分類装置、教師データ作成支援方法、教師データ作成方法および画像分類方法
JP2014178229A (ja) * 2013-03-15 2014-09-25 Dainippon Screen Mfg Co Ltd 教師データ作成方法、画像分類方法および画像分類装置

Family Cites Families (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5871946A (en) * 1995-05-18 1999-02-16 Coulter Corporation Method for determining activity of enzymes in metabolically active whole cells
JP4155496B2 (ja) * 2002-04-25 2008-09-24 大日本スクリーン製造株式会社 分類支援装置、分類装置およびプログラム
US8524488B2 (en) * 2002-09-10 2013-09-03 The Regents Of The University Of California Methods and devices for determining a cell characteristic, and applications employing the same
US8321136B2 (en) * 2003-06-12 2012-11-27 Cytyc Corporation Method and system for classifying slides using scatter plot distribution
JP3834041B2 (ja) * 2004-03-31 2006-10-18 オリンパス株式会社 学習型分類装置及び学習型分類方法
US7323318B2 (en) * 2004-07-15 2008-01-29 Cytokinetics, Inc. Assay for distinguishing live and dead cells
US7958063B2 (en) * 2004-11-11 2011-06-07 Trustees Of Columbia University In The City Of New York Methods and systems for identifying and localizing objects based on features of the objects that are mapped to a vector
EP1865315B1 (en) * 2005-03-29 2019-03-13 Olympus Corporation Cell image analyzing method, cell image analyzing device
JP5426181B2 (ja) * 2009-01-21 2014-02-26 シスメックス株式会社 検体処理システム、細胞画像分類装置、及び検体処理方法
US20130212053A1 (en) * 2010-10-18 2013-08-15 Takeshi Yagi Feature extraction device, feature extraction method and program for same
JP5698208B2 (ja) * 2012-11-30 2015-04-08 株式会社Ｓｃｒｅｅｎホールディングス 画像処理装置、画像処理方法、および画像処理プログラム
JP6479676B2 (ja) * 2012-12-19 2019-03-06 コーニンクレッカ フィリップス エヌ ヴェＫｏｎｉｎｋｌｉｊｋｅ Ｐｈｉｌｉｐｓ Ｎ．Ｖ． 流体サンプル中の粒子の分類のためのシステム及び方法
JP5560351B1 (ja) * 2013-01-11 2014-07-23 大日本スクリーン製造株式会社 理化学装置および画像処理方法
JP6289044B2 (ja) * 2013-11-15 2018-03-07 オリンパス株式会社 観察装置
JP6277818B2 (ja) * 2014-03-26 2018-02-14 日本電気株式会社 機械学習装置、機械学習方法、及びプログラム
US10226484B2 (en) * 2014-12-01 2019-03-12 Peter Y Novak Pharmaceutical composition for improving health, cure abnormalities and degenerative disease, achieve anti-aging effect of therapy and therapeutic effect on mammals and method thereof
FR3034197B1 (fr) * 2015-03-24 2020-05-01 Commissariat A L'energie Atomique Et Aux Energies Alternatives Procede de determination de l'etat d'une cellule

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004265190A (ja) * 2003-03-03 2004-09-24 Japan Energy Electronic Materials Inc 階層型ニューラルネットワークの学習方法、そのプログラム及びそのプログラムを記録した記録媒体
JP2011002995A (ja) * 2009-06-18 2011-01-06 Riron Soyaku Kenkyusho:Kk 細胞認識装置、インキュベータおよびプログラム
JP2011229409A (ja) * 2010-04-23 2011-11-17 Nagoya Univ 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
WO2014030379A1 (ja) * 2012-08-23 2014-02-27 富士ゼロックス株式会社 画像処理装置、プログラム、画像処理方法及びコンピュータ読み取り媒体並びに画像処理システム
WO2014087689A1 (ja) * 2012-12-07 2014-06-12 富士ゼロックス株式会社 画像処理装置、画像処理システム及びプログラム
JP2014137284A (ja) * 2013-01-17 2014-07-28 Dainippon Screen Mfg Co Ltd 教師データ作成支援装置、教師データ作成装置、画像分類装置、教師データ作成支援方法、教師データ作成方法および画像分類方法
JP2014142871A (ja) * 2013-01-25 2014-08-07 Dainippon Screen Mfg Co Ltd 教師データ作成支援装置、教師データ作成装置、画像分類装置、教師データ作成支援方法、教師データ作成方法および画像分類方法
JP2014178229A (ja) * 2013-03-15 2014-09-25 Dainippon Screen Mfg Co Ltd 教師データ作成方法、画像分類方法および画像分類装置

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019240008A1 (ja) 2018-06-13 2019-12-19 富士フイルム株式会社 情報処理装置、導出方法、及び導出プログラム
JP2022131937A (ja) * 2021-02-26 2022-09-07 株式会社エビデント アノテーションを支援するシステム、方法、及び、プログラム
JP7635019B2 (ja) 2021-02-26 2025-02-25 株式会社エビデント アノテーションを支援するシステム、方法、及び、プログラム

Also Published As

Publication number Publication date
WO2016203956A1 (ja) 2016-12-22
US20180189606A1 (en) 2018-07-05

Similar Documents

Publication Publication Date Title
WO2016203956A1 (ja) 教示データの作成支援方法、作成支援装置、プログラムおよびプログラム記録媒体
JP5783043B2 (ja) 細胞塊の状態判別手法、この手法を用いた画像処理プログラム及び画像処理装置、並びに細胞塊の製造方法
JP7183286B2 (ja) ディジタル病理スキャニング・インターフェースおよびワークフロー
JP5145487B2 (ja) 観察プログラムおよび観察装置
JP5677441B2 (ja) 観察装置、観察プログラム及び観察システム
JP2021515240A (ja) 定量的バイオマーカデータのオーバレイを有する病理学用拡張現実顕微鏡
EP4130843A9 (en) Microscope system, projection unit, and sperm sorting assistance method
US11328522B2 (en) Learning device, method, and program for discriminator, and discriminator
JPWO2011016189A1 (ja) 細胞の分類手法、この手法を用いた画像処理プログラム及び画像処理装置、並びに細胞塊の製造方法
JP4801025B2 (ja) 細胞画像解析装置及び細胞画像解析ソフトウェア
JP7006833B2 (ja) 細胞解析装置
JP2007020422A (ja) 生体試料培養観察装置、生体試料培養観察方法、および生体試料培養観察用プログラム
JP2021177765A (ja) コロニー検出システム
US20140029813A1 (en) Method and system to digitize pathology specimens in a stepwise fashion for review
JP2011004638A (ja) 受精卵観察の画像処理方法、画像処理プログラム及び画像処理装置
JP7635019B2 (ja) アノテーションを支援するシステム、方法、及び、プログラム
Fan et al. Exploring the use of deep learning models for accurate tracking of 3D zebrafish trajectories
JP6470399B2 (ja) 画像処理方法、制御プログラムおよび画像処理装置
JP7643909B2 (ja) 分析装置、分析システム、分析方法、およびプログラム
WO2022004319A1 (ja) 情報処理装置、情報処理方法、及びプログラム
JP5077040B2 (ja) 角膜内皮細胞の解析方法及び角膜内皮細胞解析装置
EP4125065B1 (en) Image processing method and classification model construction method
US11194145B2 (en) Image reproducing device and observation system for selecting images using tag information attached in accordance with information that operation is performed on sample and input when at least one of images is acquired
JP4646847B2 (ja) 蛋白質結晶化観察方法及び蛋白質結晶化観察装置
CN114502713A (zh) 信息处理装置、信息处理方法、信息处理程序及信息处理系统

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20170509

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20170509

A871 Explanation of circumstances concerning accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A871

Effective date: 20170509

A975 Report on accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A971005

Effective date: 20170517

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20170523

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20170719

RD04 Notification of resignation of power of attorney

Free format text: JAPANESE INTERMEDIATE CODE: A7424

Effective date: 20170725

A02 Decision of refusal

Free format text: JAPANESE INTERMEDIATE CODE: A02

Effective date: 20170801