JP2020531971A5 - - Google Patents
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- JP2020531971A5 JP2020531971A5 JP2020508555A JP2020508555A JP2020531971A5 JP 2020531971 A5 JP2020531971 A5 JP 2020531971A5 JP 2020508555 A JP2020508555 A JP 2020508555A JP 2020508555 A JP2020508555 A JP 2020508555A JP 2020531971 A5 JP2020531971 A5 JP 2020531971A5
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- 238000000034 method Methods 0.000 claims 25
- 238000010801 machine learning Methods 0.000 claims 5
- 230000003044 adaptive effect Effects 0.000 claims 3
- 238000013527 convolutional neural network Methods 0.000 claims 3
- 230000007717 exclusion Effects 0.000 claims 3
- 230000001413 cellular effect Effects 0.000 claims 2
- 239000002131 composite material Substances 0.000 claims 2
- 238000001000 micrograph Methods 0.000 claims 1
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201762545517P | 2017-08-15 | 2017-08-15 | |
| US62/545,517 | 2017-08-15 | ||
| PCT/EP2018/068345 WO2019034328A1 (en) | 2017-08-15 | 2018-07-06 | IDENTIFYING THE QUALITY OF CELLULAR IMAGES ACQUIRED USING DIGITAL HOLOGRAPHIC MICROSCOPY USING CONVOLUTIONAL NEURAL NETWORKS |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2020531971A JP2020531971A (ja) | 2020-11-05 |
| JP2020531971A5 true JP2020531971A5 (enExample) | 2020-12-24 |
| JP7072049B2 JP7072049B2 (ja) | 2022-05-19 |
Family
ID=63077840
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2020508555A Active JP7072049B2 (ja) | 2017-08-15 | 2018-07-06 | コンボリューショナル・ニューラルを用いた、ホログラフィック顕微鏡で取得した細胞画像の品質の識別方法 |
Country Status (5)
| Country | Link |
|---|---|
| US (2) | US11227386B2 (enExample) |
| EP (1) | EP3669227B8 (enExample) |
| JP (1) | JP7072049B2 (enExample) |
| CN (1) | CN111051955B (enExample) |
| WO (1) | WO2019034328A1 (enExample) |
Families Citing this family (29)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11222415B2 (en) * | 2018-04-26 | 2022-01-11 | The Regents Of The University Of California | Systems and methods for deep learning microscopy |
| US10706328B2 (en) | 2018-05-07 | 2020-07-07 | Google Llc | Focus-weighted, machine learning disease classifier error prediction for microscope slide images |
| US11157816B2 (en) * | 2018-10-17 | 2021-10-26 | Capital One Services, Llc | Systems and methods for selecting and generating log parsers using neural networks |
| EP3644228B1 (en) * | 2018-10-23 | 2024-08-14 | The Chinese University Of Hong Kong | Method and apparatus for segmenting cellular image |
| DE102018133188A1 (de) * | 2018-12-20 | 2020-06-25 | Carl Zeiss Microscopy Gmbh | Abstandbestimmung einer probenebene in einem mikroskopsystem |
| US11405547B2 (en) * | 2019-02-01 | 2022-08-02 | Electronics And Telecommunications Research Institute | Method and apparatus for generating all-in-focus image using multi-focus image |
| WO2020219468A1 (en) * | 2019-04-22 | 2020-10-29 | The Regents Of The University Of California | System and method for deep learning-based color holographic microscopy |
| EP3757648B1 (en) * | 2019-06-28 | 2023-08-30 | Associação Fraunhofer Portugal | Optical system attachable to a mobile device for scanning biological sample slides and operating method thereof |
| CN110516561B (zh) * | 2019-08-05 | 2022-12-06 | 西安电子科技大学 | 基于dcgan和cnn的sar图像目标识别方法 |
| CN110736747B (zh) * | 2019-09-03 | 2022-08-19 | 深思考人工智能机器人科技(北京)有限公司 | 一种细胞液基涂片镜下定位的方法及系统 |
| CN111091539B (zh) * | 2019-12-09 | 2024-03-26 | 上海联影智能医疗科技有限公司 | 网络模型训练、医学图像处理方法、装置、介质及设备 |
| DE102020106857A1 (de) * | 2020-03-12 | 2021-09-16 | Carl Zeiss Microscopy Gmbh | Mikroskopiesystem und verfahren zum verarbeiten von mikroskopbildern |
| US20230085827A1 (en) * | 2020-03-20 | 2023-03-23 | The Regents Of The University Of California | Single-shot autofocusing of microscopy images using deep learning |
| GB2595873B (en) * | 2020-06-09 | 2023-01-25 | Ffei Ltd | A method for analysing scanning efficacy |
| WO2022004318A1 (ja) | 2020-07-02 | 2022-01-06 | 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 |
| GB2596864A (en) * | 2020-07-10 | 2022-01-12 | Graphcore Ltd | Machine learning computer |
| KR20230021136A (ko) * | 2020-08-07 | 2023-02-13 | 나노트로닉스 이미징, 인코포레이티드 | 자동 초점 현미경 시스템을 위한 딥 러닝 모델 |
| CN111709390A (zh) * | 2020-08-11 | 2020-09-25 | 山东省食品药品检验研究院 | 基于显微图像的草酸钙晶体智能鉴别方法和系统 |
| JP7495301B2 (ja) * | 2020-08-28 | 2024-06-04 | 浜松ホトニクス株式会社 | 学習モデル生成方法、識別方法、学習モデル生成システム、識別システム、学習モデル生成プログラム、識別プログラム及び記録媒体 |
| WO2022113366A1 (ja) * | 2020-11-30 | 2022-06-02 | 株式会社ニコン | 学習済みモデルを生成する方法、画像処理方法、画像変換装置、プログラム |
| KR102449858B1 (ko) * | 2021-07-08 | 2022-09-30 | 가톨릭대학교 산학협력단 | 암 세포 판정을 위한 핵이미지 선별 장치 및 핵이미지 선별 방법 |
| US20240370998A1 (en) * | 2021-07-29 | 2024-11-07 | Shimadzu Corporation | Cell image analysis method |
| TWI828009B (zh) * | 2021-11-19 | 2024-01-01 | 財團法人工業技術研究院 | 免標記式細胞活性檢測的方法及訓練人工智慧執行免標記式細胞活性檢測的方法 |
| US11906433B2 (en) * | 2021-12-14 | 2024-02-20 | Instituto Potosino de Investigación Científica y Tecnológica A.C. | System and method for three-dimensional imaging of unstained samples using bright field microscopy |
| CN118435233A (zh) * | 2021-12-17 | 2024-08-02 | 贝克曼库尔特有限公司 | 通过多层处理的聚焦质量确定 |
| KR102436267B1 (ko) * | 2021-12-24 | 2022-08-26 | (주)힉스컴퍼니 | 병렬 처리 방법 및 이를 이용한 고속 프로세싱 시스템 |
| WO2024181593A1 (ko) * | 2023-02-27 | 2024-09-06 | 가톨릭대학교 산학협력단 | 암 세포 판정을 위한 핵이미지 선별 장치 및 핵이미지 선별 방법 |
| CN116563735A (zh) * | 2023-05-15 | 2023-08-08 | 国网电力空间技术有限公司 | 一种基于深度人工智能的输电杆塔巡检图像对焦判断方法 |
| DE102024116985A1 (de) * | 2024-06-17 | 2025-12-18 | Carl Zeiss Microscopy Gmbh | Verfahren zum Nachführen einer Fokuslage einer Bildgebungseinrichtung in eine Soll-Fokuslage |
Family Cites Families (36)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US4998284A (en) * | 1987-11-17 | 1991-03-05 | Cell Analysis Systems, Inc. | Dual color camera microscope and methodology for cell staining and analysis |
| US5655028A (en) * | 1991-12-30 | 1997-08-05 | University Of Iowa Research Foundation | Dynamic image analysis system |
| WO1996010237A1 (en) * | 1994-09-20 | 1996-04-04 | Neopath, Inc. | Biological specimen analysis system processing integrity checking apparatus |
| JPH09311102A (ja) * | 1996-05-24 | 1997-12-02 | Hitachi Ltd | フロー式粒子画像解析方法および装置 |
| US7034883B1 (en) * | 1999-08-10 | 2006-04-25 | Cellavision Ab | Automatic focusing |
| DE60045076D1 (de) * | 1999-08-10 | 2010-11-18 | Cellavision Ab | Verfahren und Vorrichtungen in einem optischen System |
| US20030143524A1 (en) * | 2002-01-31 | 2003-07-31 | Boaz Lerner | Method and system for determining the amount, distribution and conformation of genetic material in a cell |
| US7760927B2 (en) * | 2003-09-10 | 2010-07-20 | Bioimagene, Inc. | Method and system for digital image based tissue independent simultaneous nucleus cytoplasm and membrane quantitation |
| US20060178833A1 (en) * | 2005-02-04 | 2006-08-10 | Bauer Kenneth D | System for and method of providing diagnostic information through microscopic imaging |
| SE530750C2 (sv) * | 2006-07-19 | 2008-09-02 | Hemocue Ab | En mätapparat, en metod och ett datorprogram |
| US8143600B2 (en) * | 2008-02-18 | 2012-03-27 | Visiongate, Inc. | 3D imaging of live cells with ultraviolet radiation |
| US8326029B1 (en) * | 2008-03-21 | 2012-12-04 | Hewlett-Packard Development Company, L.P. | Background color driven content retrieval |
| US7761250B2 (en) * | 2008-06-18 | 2010-07-20 | Tokyo Electron Limited | Optical metrology system optimized with design goals |
| JP5476879B2 (ja) * | 2008-09-29 | 2014-04-23 | ソニー株式会社 | 画像処理装置および係数学習装置。 |
| US8049811B2 (en) * | 2009-01-28 | 2011-11-01 | Board Of Regents, The University Of Texas System | Automatic focusing apparatus and method for digital images using automatic filter switching |
| ES2972747T3 (es) * | 2009-08-22 | 2024-06-14 | Ares Trading Sa | Obtención de imágenes y evaluación de embriones, ovocitos y células madre |
| EP2476053A4 (en) | 2009-09-08 | 2014-03-12 | Nodality Inc | ANALYSIS OF CELL NETWORKS |
| EP2495698B1 (en) * | 2009-10-27 | 2018-05-02 | Fujitsu Limited | Biometric information processing device, biometric information processing method, and computer program for biometric information processing |
| US8744164B2 (en) * | 2010-04-06 | 2014-06-03 | Institute For Systems Biology | Automated analysis of images using bright field microscopy |
| US8503801B2 (en) * | 2010-09-21 | 2013-08-06 | Adobe Systems Incorporated | System and method for classifying the blur state of digital image pixels |
| CN102411715A (zh) | 2010-09-21 | 2012-04-11 | 张云超 | 有监督学习功能的细胞图像自动分类方法和系统 |
| US9562861B2 (en) | 2011-04-05 | 2017-02-07 | Nalco Company | Method of monitoring macrostickies in a recycling and paper or tissue making process involving recycled pulp |
| US20140192178A1 (en) * | 2011-08-12 | 2014-07-10 | Agency For Science, Technology And Research | Method and system for tracking motion of microscopic objects within a three-dimensional volume |
| US8885941B2 (en) * | 2011-09-16 | 2014-11-11 | Adobe Systems Incorporated | System and method for estimating spatially varying defocus blur in a digital image |
| US8902328B2 (en) * | 2013-03-14 | 2014-12-02 | Konica Minolta Laboratory U.S.A., Inc. | Method of selecting a subset from an image set for generating high dynamic range image |
| WO2015177268A1 (en) | 2014-05-23 | 2015-11-26 | Ventana Medical Systems, Inc. | Systems and methods for detection of biological structures and/or patterns in images |
| EP3155558A1 (en) | 2014-06-16 | 2017-04-19 | Siemens Healthcare Diagnostics Inc. | Analyzing digital holographic microscopy data for hematology applications |
| US9927604B2 (en) * | 2014-09-12 | 2018-03-27 | Research Foundation Of The City University Of New York | Biologically inspired algorithm based method for near real-time tracking of moving objects in three dimensional environment |
| US9524450B2 (en) * | 2015-03-04 | 2016-12-20 | Accenture Global Services Limited | Digital image processing using convolutional neural networks |
| US9836839B2 (en) * | 2015-05-28 | 2017-12-05 | Tokitae Llc | Image analysis systems and related methods |
| US10957042B2 (en) | 2015-09-22 | 2021-03-23 | Siemens Healthcare Gmbh | Auto-referencing in digital holographic microscopy reconstruction |
| US10460231B2 (en) * | 2015-12-29 | 2019-10-29 | Samsung Electronics Co., Ltd. | Method and apparatus of neural network based image signal processor |
| ES2944957T3 (es) | 2016-03-16 | 2023-06-27 | Siemens Healthcare Gmbh | Diferencial de 5 partes de alta exactitud con microscopía holográfica digital y leucocitos intactos de sangre periférica |
| US20180018757A1 (en) * | 2016-07-13 | 2018-01-18 | Kenji Suzuki | Transforming projection data in tomography by means of machine learning |
| US10573003B2 (en) * | 2017-02-13 | 2020-02-25 | Amit Sethi | Systems and methods for computational pathology using points-of-interest |
| WO2018176017A1 (en) * | 2017-03-24 | 2018-09-27 | Revealit Corporation | Method, system, and apparatus for identifying and revealing selected objects from video |
-
2018
- 2018-07-06 US US16/617,162 patent/US11227386B2/en active Active
- 2018-07-06 EP EP18748860.6A patent/EP3669227B8/en active Active
- 2018-07-06 JP JP2020508555A patent/JP7072049B2/ja active Active
- 2018-07-06 WO PCT/EP2018/068345 patent/WO2019034328A1/en not_active Ceased
- 2018-07-06 CN CN201880052840.9A patent/CN111051955B/zh active Active
-
2021
- 2021-12-06 US US17/457,716 patent/US11580640B2/en active Active
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