HUE063277T2 - Módszer egy biometrikus mérési objektum koncentrációjának mérésére mesterséges intelligencia mély tanulás alkalmazásával - Google Patents

Módszer egy biometrikus mérési objektum koncentrációjának mérésére mesterséges intelligencia mély tanulás alkalmazásával

Info

Publication number
HUE063277T2
HUE063277T2 HUE18925936A HUE18925936A HUE063277T2 HU E063277 T2 HUE063277 T2 HU E063277T2 HU E18925936 A HUE18925936 A HU E18925936A HU E18925936 A HUE18925936 A HU E18925936A HU E063277 T2 HUE063277 T2 HU E063277T2
Authority
HU
Hungary
Prior art keywords
artificial intelligence
deep learning
measurement object
biometric measurement
measuring concentration
Prior art date
Application number
HUE18925936A
Other languages
English (en)
Inventor
Seok-Won Lee
Byeong Keun Kang
Myeongho Lee
Hak Hyun Nam
Hyeonseok Lee
Original Assignee
I Sens Inc
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 I Sens Inc filed Critical I Sens Inc
Publication of HUE063277T2 publication Critical patent/HUE063277T2/hu

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Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/06Investigating concentration of particle suspensions
    • G01N15/0656Investigating concentration of particle suspensions using electric, e.g. electrostatic methods or magnetic methods
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/50Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
    • G01N33/66Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving blood sugars, e.g. galactose
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N27/00Investigating or analysing materials by the use of electric, electrochemical, or magnetic means
    • G01N27/26Investigating or analysing materials by the use of electric, electrochemical, or magnetic means by investigating electrochemical variables; by using electrolysis or electrophoresis
    • G01N27/28Electrolytic cell components
    • G01N27/30Electrodes, e.g. test electrodes; Half-cells
    • G01N27/327Biochemical electrodes, e.g. electrical or mechanical details for in vitro measurements
    • G01N27/3271Amperometric enzyme electrodes for analytes in body fluids, e.g. glucose in blood
    • G01N27/3274Corrective measures, e.g. error detection, compensation for temperature or hematocrit, calibration
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/483Physical analysis of biological material
    • G01N33/487Physical analysis of biological material of liquid biological material
    • G01N33/48707Physical analysis of biological material of liquid biological material by electrical means
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00Pattern recognition
    • G06F18/20Analysing
    • G06F18/21Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/217Validation; Performance evaluation; Active pattern learning techniques
    • G06F18/2193Validation; Performance evaluation; Active pattern learning techniques based on specific statistical tests
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/60Type of objects
    • G06V20/69Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/698Matching; Classification
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING 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
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/54Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving glucose or galactose
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/048Activation functions
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00Computing arrangements using knowledge-based models
    • G06N5/01Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Chemical & Material Sciences (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Hematology (AREA)
  • Data Mining & Analysis (AREA)
  • Immunology (AREA)
  • Biophysics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Pathology (AREA)
  • Biochemistry (AREA)
  • Analytical Chemistry (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Computational Linguistics (AREA)
  • Urology & Nephrology (AREA)
  • Food Science & Technology (AREA)
  • Medicinal Chemistry (AREA)
  • Electrochemistry (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Evolutionary Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Medical Informatics (AREA)
  • Biotechnology (AREA)
  • Dispersion Chemistry (AREA)
  • Cell Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Microbiology (AREA)
  • Diabetes (AREA)
HUE18925936A 2018-07-11 2018-07-13 Módszer egy biometrikus mérési objektum koncentrációjának mérésére mesterséges intelligencia mély tanulás alkalmazásával HUE063277T2 (hu)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020180080372A KR102095959B1 (ko) 2018-07-11 2018-07-11 인공지능 딥러닝 학습을 이용한 생체측정물 농도 측정방법

Publications (1)

Publication Number Publication Date
HUE063277T2 true HUE063277T2 (hu) 2024-01-28

Family

ID=69142371

Family Applications (1)

Application Number Title Priority Date Filing Date
HUE18925936A HUE063277T2 (hu) 2018-07-11 2018-07-13 Módszer egy biometrikus mérési objektum koncentrációjának mérésére mesterséges intelligencia mély tanulás alkalmazásával

Country Status (9)

Country Link
US (1) US20210285909A1 (hu)
EP (1) EP3822625B1 (hu)
JP (1) JP7090184B2 (hu)
KR (1) KR102095959B1 (hu)
CN (1) CN112105923B (hu)
DK (1) DK3822625T3 (hu)
ES (1) ES2960485T3 (hu)
HU (1) HUE063277T2 (hu)
WO (1) WO2020013361A1 (hu)

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KR102433251B1 (ko) * 2020-11-03 2022-08-18 (주)아이티공간 제품의 실시간 품질 검사방법
CN112666098A (zh) * 2020-11-06 2021-04-16 上海市第八人民医院 夏季肠道传染病致病病原体检测系统
KR102510101B1 (ko) * 2021-07-01 2023-03-14 (주)아이티공간 딥러닝을 이용한 기기의 예지 보전방법
KR102510099B1 (ko) * 2021-07-01 2023-03-14 (주)아이티공간 딥러닝을 이용한 기기의 예지 보전방법
KR20230028896A (ko) * 2021-08-23 2023-03-03 경북대학교 산학협력단 인코딩 자성입자의 딥러닝 기반 디코딩을 이용한 시료의 다중검출 분석 장치 및 그 방법
WO2024121816A1 (en) * 2022-12-09 2024-06-13 Orange Biomed Ltd., Co. Sample-testing system for measuring properties of red blood cells

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EP3301439A1 (en) * 2008-11-28 2018-04-04 Panasonic Healthcare Holdings Co., Ltd. Sensor chip for measuring glucose and temperature of a biological sample
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WO2016043361A1 (ko) * 2014-09-17 2016-03-24 주식회사 아이센스 생체시료 내 분석대상물질의 농도측정방법 및 측정장치
KR101666978B1 (ko) * 2014-09-17 2016-10-24 주식회사 아이센스 생체시료 내 분석대상물질의 농도측정방법 및 측정장치
KR20160096460A (ko) * 2015-02-05 2016-08-16 삼성전자주식회사 복수의 분류기를 포함하는 딥 러닝 기반 인식 시스템 및 그 제어 방법
CN104866727A (zh) * 2015-06-02 2015-08-26 陈宽 基于深度学习对医疗数据进行分析的方法及其智能分析仪
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Also Published As

Publication number Publication date
ES2960485T3 (es) 2024-03-05
JP7090184B2 (ja) 2022-06-23
EP3822625B1 (en) 2023-09-27
EP3822625A1 (en) 2021-05-19
CN112105923A (zh) 2020-12-18
US20210285909A1 (en) 2021-09-16
KR20200006695A (ko) 2020-01-21
WO2020013361A1 (ko) 2020-01-16
DK3822625T3 (da) 2024-01-02
JP2021529315A (ja) 2021-10-28
KR102095959B1 (ko) 2020-04-01
EP3822625A4 (en) 2021-08-25
CN112105923B (zh) 2024-01-09

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