EP3837525A4 - Image-based assay using intelligent monitoring structures - Google Patents

Image-based assay using intelligent monitoring structures Download PDF

Info

Publication number
EP3837525A4
EP3837525A4 EP19860313.6A EP19860313A EP3837525A4 EP 3837525 A4 EP3837525 A4 EP 3837525A4 EP 19860313 A EP19860313 A EP 19860313A EP 3837525 A4 EP3837525 A4 EP 3837525A4
Authority
EP
European Patent Office
Prior art keywords
image
based assay
intelligent monitoring
monitoring structures
structures
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
EP19860313.6A
Other languages
German (de)
French (fr)
Other versions
EP3837525A1 (en
Inventor
Stephen Y. Chou
Wei Ding
Wu Chou
Jun Tian
Yuecheng Zhang
Mingquan Wu
Xing Li
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.)
Essenlix Corp
Original Assignee
Essenlix Corp
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 Essenlix Corp filed Critical Essenlix Corp
Publication of EP3837525A1 publication Critical patent/EP3837525A1/en
Publication of EP3837525A4 publication Critical patent/EP3837525A4/en
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/088—Non-supervised learning, e.g. competitive learning
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/20—ICT specially adapted for the handling or processing of medical images for handling medical images, e.g. DICOM, HL7 or PACS
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N1/00—Sampling; Preparing specimens for investigation
    • G01N1/28—Preparing specimens for investigation including physical details of (bio-)chemical methods covered elsewhere, e.g. G01N33/50, C12Q
    • G01N1/2813—Producing thin layers of samples on a substrate, e.g. smearing, spinning-on
    • G01N2001/282—Producing thin layers of samples on a substrate, e.g. smearing, spinning-on with mapping; Identification of areas; Spatial correlated pattern
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/40—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for data related to laboratory analysis, e.g. patient specimen analysis
EP19860313.6A 2018-08-16 2019-08-16 Image-based assay using intelligent monitoring structures Pending EP3837525A4 (en)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201862764886P 2018-08-16 2018-08-16
US201862719129P 2018-08-16 2018-08-16
US201862764887P 2018-08-16 2018-08-16
US201862719201P 2018-08-17 2018-08-17
PCT/US2019/046971 WO2020055543A1 (en) 2018-08-16 2019-08-16 Image-based assay using intelligent monitoring structures

Publications (2)

Publication Number Publication Date
EP3837525A1 EP3837525A1 (en) 2021-06-23
EP3837525A4 true EP3837525A4 (en) 2023-03-08

Family

ID=69776888

Family Applications (1)

Application Number Title Priority Date Filing Date
EP19860313.6A Pending EP3837525A4 (en) 2018-08-16 2019-08-16 Image-based assay using intelligent monitoring structures

Country Status (4)

Country Link
EP (1) EP3837525A4 (en)
JP (1) JP2021535369A (en)
CN (1) CN113227754A (en)
WO (1) WO2020055543A1 (en)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20220148177A1 (en) * 2019-06-02 2022-05-12 Essenlix Corporation Fast staining of biomaterials enhanced by image processing and artificial intelligence
CN116783660A (en) * 2020-10-08 2023-09-19 Essenlix 公司 Reducing measurement errors
CN117222892A (en) * 2020-12-07 2023-12-12 上海宜晟生物科技有限公司 Base card and method for liquid sample control and assay
KR102509215B1 (en) * 2021-02-08 2023-03-14 국민대학교산학협력단 Method and apparatus for detecting coating area of printed circuit board
CN113344783B (en) * 2021-06-08 2022-10-21 哈尔滨工业大学 Pyramid face super-resolution network for thermodynamic diagram perception
CN116109982B (en) * 2023-02-16 2023-07-28 哈尔滨星云智造科技有限公司 Biological sample collection validity checking method based on artificial intelligence
CN117556245B (en) * 2024-01-04 2024-03-22 信联电子材料科技股份有限公司 Method for detecting filtered impurities in tetramethylammonium hydroxide production

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020098588A1 (en) * 2000-11-30 2002-07-25 Paul Sammak Microbead-based test plates and test methods for fluorescence imaging systems

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
AU2002305387B2 (en) * 2001-05-04 2008-04-03 Legend Films, Llc Image sequence enhancement system and method
GB201105474D0 (en) * 2011-03-31 2011-05-18 Albagaia Ltd Testing apparatus
US8774515B2 (en) * 2011-04-20 2014-07-08 Xerox Corporation Learning structured prediction models for interactive image labeling
US9060685B2 (en) * 2012-03-26 2015-06-23 Nec Laboratories America, Inc. Whole tissue classifier for histology biopsy slides
EP3335042A4 (en) * 2015-08-10 2019-04-17 Essenlix Corporation Bio/chemical assay devices and methods for simplified steps, small samples, accelerated speed, and ease-of-use
CN110720033A (en) * 2016-12-08 2020-01-21 Essenlix 公司 Analytical sample card and adapter and use thereof
US9756324B1 (en) * 2017-04-10 2017-09-05 GELT Inc. System and method for color calibrating an image

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020098588A1 (en) * 2000-11-30 2002-07-25 Paul Sammak Microbead-based test plates and test methods for fluorescence imaging systems

Also Published As

Publication number Publication date
WO2020055543A1 (en) 2020-03-19
CN113227754A (en) 2021-08-06
EP3837525A1 (en) 2021-06-23
JP2021535369A (en) 2021-12-16

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