EP4573361A4 - Verfahren zur erfassung eines analyten unter verwendung von maschinenlernen - Google Patents

Verfahren zur erfassung eines analyten unter verwendung von maschinenlernen

Info

Publication number
EP4573361A4
EP4573361A4 EP23853785.6A EP23853785A EP4573361A4 EP 4573361 A4 EP4573361 A4 EP 4573361A4 EP 23853785 A EP23853785 A EP 23853785A EP 4573361 A4 EP4573361 A4 EP 4573361A4
Authority
EP
European Patent Office
Prior art keywords
analytic
accessing
machine learning
learning
machine
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
EP23853785.6A
Other languages
English (en)
French (fr)
Other versions
EP4573361A1 (de
Inventor
Seyyedeh Hoda Mozaffari
Rodriguez Greter Amelia Ortega
COBAS Herlys VILTRES
Syed Rahin Ahmed
Seshasai Srinivasan
Amin Reza Rajabzadeh
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.)
Eye3Concepts Inc
Original Assignee
Eye3Concepts 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 Eye3Concepts Inc filed Critical Eye3Concepts Inc
Publication of EP4573361A1 publication Critical patent/EP4573361A1/de
Publication of EP4573361A4 publication Critical patent/EP4573361A4/de
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N27/00—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means
    • G01N27/26—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means by investigating electrochemical variables; by using electrolysis or electrophoresis
    • G01N27/416—Systems
    • G01N27/49—Systems involving the determination of the current at a single specific value, or small range of values, of applied voltage for producing selective measurement of one or more particular ionic species
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N27/00—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means
    • G01N27/26—Investigating or analysing materials by the use of electric, electrochemical, or magnetic means by investigating electrochemical variables; by using electrolysis or electrophoresis
    • G01N27/28—Electrolytic cell components
    • G01N27/30—Electrodes, e.g. test electrodes; Half-cells
    • G01N27/327—Biochemical electrodes, e.g. electrical or mechanical details for in vitro measurements
    • G01N27/3271—Amperometric enzyme electrodes for analytes in body fluids, e.g. glucose in blood
    • G01N27/3274—Corrective measures, e.g. error detection, compensation for temperature or hematocrit, calibration
    • 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
    • G01N33/483—Physical analysis of biological material
    • G01N33/487—Physical analysis of biological material of liquid biological material
    • G01N33/48707—Physical analysis of biological material of liquid biological material by electrical means
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Analytical Chemistry (AREA)
  • Molecular Biology (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Hematology (AREA)
  • Biomedical Technology (AREA)
  • Software Systems (AREA)
  • Electrochemistry (AREA)
  • Theoretical Computer Science (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Urology & Nephrology (AREA)
  • Medicinal Chemistry (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Food Science & Technology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Biophysics (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
EP23853785.6A 2022-08-18 2023-08-17 Verfahren zur erfassung eines analyten unter verwendung von maschinenlernen Pending EP4573361A4 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202263399156P 2022-08-18 2022-08-18
PCT/CA2023/051089 WO2024036405A1 (en) 2022-08-18 2023-08-17 Method of sensing an analyte using machine learning

Publications (2)

Publication Number Publication Date
EP4573361A1 EP4573361A1 (de) 2025-06-25
EP4573361A4 true EP4573361A4 (de) 2025-11-26

Family

ID=89940262

Family Applications (1)

Application Number Title Priority Date Filing Date
EP23853785.6A Pending EP4573361A4 (de) 2022-08-18 2023-08-17 Verfahren zur erfassung eines analyten unter verwendung von maschinenlernen

Country Status (4)

Country Link
EP (1) EP4573361A4 (de)
AU (1) AU2023326106A1 (de)
CA (1) CA3264987A1 (de)
WO (1) WO2024036405A1 (de)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN120427295B (zh) * 2025-07-08 2025-12-12 宁波力斗智能技术有限公司 一种基于多传感器数据的线缆巡检机器人检测系统及方法
CN120992425B (zh) * 2025-10-22 2026-01-27 南京邮电大学 一种单囊泡颗粒电化学信号的识别分类方法及识别系统

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170350848A1 (en) * 2012-10-29 2017-12-07 The Regents Of The University Of California Chemometric analysis of chemical agents using electrochemical detection and classification techniques
WO2018225058A1 (en) * 2017-06-04 2018-12-13 B.G. Negev Technologies And Applications Ltd., At Ben-Gurion University Electrochemical detection device and method
US20210338158A1 (en) * 2018-10-02 2021-11-04 WearOptimo Pty Ltd Measurement system
CN114384143A (zh) * 2021-12-30 2022-04-22 燕山大学 一种同时检测胰岛素与糖化血红蛋白的电化学检测方法
WO2022236411A1 (en) * 2021-05-12 2022-11-17 Unity Health Toronto Point-of-use system and method for identifying components of an unknown drug sample

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
ES2099182T3 (es) * 1991-06-26 1997-05-16 Ppg Industries Inc Conjunto sensor electroquimico.
US6485983B1 (en) * 1999-05-05 2002-11-26 Intec Science, Inc. System for electrochemical quantitative analysis of analytes within a solid phase and affinity chromatographic test strip
US6413395B1 (en) * 1999-12-16 2002-07-02 Roche Diagnostics Corporation Biosensor apparatus
US6872299B2 (en) * 2001-12-10 2005-03-29 Lifescan, Inc. Passive sample detection to initiate timing of an assay
US9903830B2 (en) * 2011-12-29 2018-02-27 Lifescan Scotland Limited Accurate analyte measurements for electrochemical test strip based on sensed physical characteristic(s) of the sample containing the analyte
WO2022174348A1 (en) * 2021-02-19 2022-08-25 Eye3Concepts Inc. Electrochemical sensor for phenolic analytes

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170350848A1 (en) * 2012-10-29 2017-12-07 The Regents Of The University Of California Chemometric analysis of chemical agents using electrochemical detection and classification techniques
WO2018225058A1 (en) * 2017-06-04 2018-12-13 B.G. Negev Technologies And Applications Ltd., At Ben-Gurion University Electrochemical detection device and method
US20210338158A1 (en) * 2018-10-02 2021-11-04 WearOptimo Pty Ltd Measurement system
WO2022236411A1 (en) * 2021-05-12 2022-11-17 Unity Health Toronto Point-of-use system and method for identifying components of an unknown drug sample
CN114384143A (zh) * 2021-12-30 2022-04-22 燕山大学 一种同时检测胰岛素与糖化血红蛋白的电化学检测方法

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
AIASSA SIMONE ET AL: "Smart Portable Pen for Continuous Monitoring of Anaesthetics in Human Serum With Machine Learning", IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, IEEE, US, vol. 15, no. 2, 19 March 2021 (2021-03-19), pages 294 - 302, XP011856752, ISSN: 1932-4545, [retrieved on 20210524], DOI: 10.1109/TBCAS.2021.3067388 *
MARTIN KLIMUNTOWSKI ET AL: "Electrochemical Sensing of Cannabinoids in Biofluids: A Noninvasive Tool for Drug Detection", ACS SENSORS, vol. 5, no. 3, 27 February 2020 (2020-02-27), US, pages 620 - 636, XP055717089, ISSN: 2379-3694, DOI: 10.1021/acssensors.9b02390 *
See also references of WO2024036405A1 *

Also Published As

Publication number Publication date
EP4573361A1 (de) 2025-06-25
AU2023326106A1 (en) 2025-04-03
WO2024036405A1 (en) 2024-02-22
WO2024036405A9 (en) 2025-07-03
CA3264987A1 (en) 2024-02-22

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Ipc: G01N 27/26 20060101AFI20251023BHEP

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Ipc: G01N 33/487 20060101ALI20251023BHEP