IN2014MN01809A - - Google Patents

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Publication number
IN2014MN01809A
IN2014MN01809A IN1809MUN2014A IN2014MN01809A IN 2014MN01809 A IN2014MN01809 A IN 2014MN01809A IN 1809MUN2014 A IN1809MUN2014 A IN 1809MUN2014A IN 2014MN01809 A IN2014MN01809 A IN 2014MN01809A
Authority
IN
India
Prior art keywords
features
evaluating
test results
gastrointestinal cancer
target individual
Prior art date
Application number
Inventor
Nir Kalkstein
Yaron Kinar
Varda Shalev
Gabriel Chodick
Inbal Goldshtein
Original Assignee
Medial Res 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 Medial Res Ltd filed Critical Medial Res Ltd
Publication of IN2014MN01809A publication Critical patent/IN2014MN01809A/en

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Classifications

    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271—Specific aspects of physiological measurement analysis
    • A61B5/7275—Determining trends in physiological measurement data; Predicting development of a medical condition based on physiological measurements, e.g. determining a risk factor
    • G01N33/5753—
    • G01N33/57535—
    • 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
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • 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
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2800/00—Detection or diagnosis of diseases
    • G01N2800/50—Determining the risk of developing a disease
    • 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
    • G01N33/50—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
    • G01N33/5005—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving human or animal cells
    • G01N33/5091—Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing involving human or animal cells for testing the pathological state of an organism
    • G01N33/575—
    • G01N33/57585—
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16Z—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS, NOT OTHERWISE PROVIDED FOR
    • G16Z99/00—Subject matter not provided for in other main groups of this subclass

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Pathology (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Artificial Intelligence (AREA)
  • Chemical & Material Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Physiology (AREA)
  • Animal Behavior & Ethology (AREA)
  • Veterinary Medicine (AREA)
  • Surgery (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Signal Processing (AREA)
  • Psychiatry (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Immunology (AREA)
  • Urology & Nephrology (AREA)
  • Hematology (AREA)
  • Medicinal Chemistry (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • Food Science & Technology (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)

Abstract

A method of evaluating gastrointestinal cancer risk. The method comprises generating a set of features comprising a plurality of current blood test results from a blood collected from a target individual providing at least one classifier generated according to an analysis of a plurality of respective historical blood test results of each of another of a plurality of sampled individuals and evaluating using a processor a gastrointestinal cancer risk of the target individual by classifying the set of features using the at least one classifier.
IN1809MUN2014 2012-05-03 2013-05-02 IN2014MN01809A (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201261641979P 2012-05-03 2012-05-03
PCT/IL2013/050368 WO2013164823A1 (en) 2012-05-03 2013-05-02 Methods and systems of evaluating a risk of a gastrointestinal cancer

Publications (1)

Publication Number Publication Date
IN2014MN01809A true IN2014MN01809A (en) 2015-07-03

Family

ID=49514271

Family Applications (1)

Application Number Title Priority Date Filing Date
IN1809MUN2014 IN2014MN01809A (en) 2012-05-03 2013-05-02

Country Status (13)

Country Link
US (3) US9474490B2 (en)
EP (1) EP2844131B1 (en)
JP (1) JP6267687B2 (en)
KR (1) KR102094326B1 (en)
CN (1) CN104271033B (en)
AU (1) AU2013255401B2 (en)
CA (1) CA2865892C (en)
ES (1) ES2655184T3 (en)
IN (1) IN2014MN01809A (en)
MX (1) MX347850B (en)
PL (1) PL2844131T3 (en)
RU (1) RU2640568C2 (en)
WO (1) WO2013164823A1 (en)

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WO2013164823A1 (en) 2012-05-03 2013-11-07 Medial Research Ltd. Methods and systems of evaluating a risk of a gastrointestinal cancer
CN106462746B (en) * 2014-06-16 2020-03-10 西门子医疗保健诊断公司 Analysis of digital holographic microscopy data for hematology applications
US10614287B2 (en) 2014-06-16 2020-04-07 Siemens Healthcare Diagnostics Inc. Virtual staining of cells in digital holographic microscopy images using general adversarial networks
US20160110516A1 (en) * 2014-10-20 2016-04-21 Liwei Ma Dynamic monitoring early cancer risk
CN104573410A (en) * 2015-01-20 2015-04-29 合肥工业大学 Cancer chemosensitivity prediction technique based on molecular subnet and random forest classifier
CN104615894B (en) * 2015-02-13 2018-09-28 上海中医药大学 A kind of Chinese Medicine Diagnoses System based on k neighbour's label certain weights features
CN106339569B (en) * 2015-07-09 2021-01-05 深圳迈瑞生物医疗电子股份有限公司 Method and device for judging sample test result abnormity
US10332638B2 (en) 2015-07-17 2019-06-25 Massachusetts Institute Of Technology Methods and systems for pre-symptomatic detection of exposure to an agent
JP6100867B1 (en) * 2015-11-06 2017-03-22 振武 曽 Test methods for analysis of immune status
US20190148019A1 (en) * 2016-05-12 2019-05-16 Hoffmann-La Roche Inc. System for predicting efficacy of a target-directed drug to treat a disease
US20180000428A1 (en) * 2016-05-18 2018-01-04 Massachusetts Institute Of Technology Methods and Systems for Pre-Symptomatic Detection of Exposure to an Agent
KR101747783B1 (en) * 2016-11-09 2017-06-15 (주) 바이오인프라생명과학 Two class classification method for predicting class of specific item and computing apparatus using the same
US20170140115A1 (en) * 2017-01-24 2017-05-18 Liwei Ma Intelligent stroke risk prediction and monitoring system
US20170147768A1 (en) * 2017-02-06 2017-05-25 Liwei Ma System and method for detecting and monitoring acute myocardial infarction risk
WO2020006547A1 (en) * 2018-06-30 2020-01-02 20/20 Genesystems, Inc Cancer classifier models, machine learning systems and methods of use
WO2020037248A1 (en) * 2018-08-17 2020-02-20 The Regents Of The University Of California Diagnosing hypoadrenocorticism from hematologic and serum chemistry parameters using machine learning algorithm
CN109670526A (en) * 2018-11-09 2019-04-23 全球能源互联网研究院有限公司 A kind of interference source type discrimination method, device, equipment and the storage medium of power grid
CN113614537B (en) * 2019-03-28 2025-10-17 豪夫迈·罗氏有限公司 Prognosis of cancer
US20210299339A1 (en) * 2020-03-31 2021-09-30 Fresenius Medical Care Holdings, Inc. Blood monitoring system for determining a calibrated hemoglobin concentration value for a patient based on patient-specific mean corpuscular hemoglobin concentration data
TWI763215B (en) * 2020-12-29 2022-05-01 財團法人國家衛生研究院 Electronic device and method for screening feature for predicting physiological state
CN112735606B (en) * 2021-01-22 2023-04-25 张厚德 Colorectal cancer risk prediction method, device and storage medium
CN112908470B (en) * 2021-02-08 2023-10-03 深圳市人民医院 Hepatocellular carcinoma prognosis scoring system based on RNA binding protein gene and application thereof
CN112986446A (en) * 2021-04-19 2021-06-18 生态环境部华南环境科学研究所 Synchronous detection method and application of organic phosphate and metabolite in poultry egg products
GB202109560D0 (en) * 2021-07-01 2021-08-18 Chancellor Masters And Scholars Of The Univ Of Cambridge Anomaly detection based on complete blood counts
WO2023147472A1 (en) * 2022-01-28 2023-08-03 Freenome Holdings, Inc. Methods and systems for risk stratification of colorectal cancer
CN115620909B (en) * 2022-11-04 2023-08-04 内蒙古卫数数据科技有限公司 Cancer risk assessment system based on whole blood cell count fusion index HBI
CN117524464B (en) * 2024-01-04 2024-04-05 北京和兴创联健康科技有限公司 Method and system for calculating postoperative target hemoglobin based on big data

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Also Published As

Publication number Publication date
US20170039334A1 (en) 2017-02-09
US20200050917A1 (en) 2020-02-13
CA2865892A1 (en) 2013-11-07
KR102094326B1 (en) 2020-03-30
EP2844131B1 (en) 2017-10-11
JP6267687B2 (en) 2018-01-24
WO2013164823A1 (en) 2013-11-07
AU2013255401B2 (en) 2017-02-23
EP2844131A1 (en) 2015-03-11
US10452970B2 (en) 2019-10-22
MX2014011202A (en) 2014-11-21
CN104271033A (en) 2015-01-07
CA2865892C (en) 2021-08-24
CN104271033B (en) 2017-05-24
US9474490B2 (en) 2016-10-25
EP2844131A4 (en) 2015-11-18
US20140235956A1 (en) 2014-08-21
JP2015517653A (en) 2015-06-22
MX347850B (en) 2017-05-16
KR20150005909A (en) 2015-01-15
ES2655184T3 (en) 2018-02-19
RU2640568C2 (en) 2018-01-09
RU2014140114A (en) 2016-06-20
HK1205448A1 (en) 2015-12-18
PL2844131T3 (en) 2018-03-30
US11651189B2 (en) 2023-05-16
AU2013255401A1 (en) 2014-09-18

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