ATE496343T1 - Verfahren zum identifizieren von mustern in biologischen systemen und deren anwendungen - Google Patents

Verfahren zum identifizieren von mustern in biologischen systemen und deren anwendungen

Info

Publication number
ATE496343T1
ATE496343T1 AT02723072T AT02723072T ATE496343T1 AT E496343 T1 ATE496343 T1 AT E496343T1 AT 02723072 T AT02723072 T AT 02723072T AT 02723072 T AT02723072 T AT 02723072T AT E496343 T1 ATE496343 T1 AT E496343T1
Authority
AT
Austria
Prior art keywords
applications
biological systems
identifying patterns
rfe
patterns
Prior art date
Application number
AT02723072T
Other languages
English (en)
Inventor
Isabelle Guyon
Jason Weston
Original Assignee
Health Discovery Corp
Isabelle Guyon
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 Health Discovery Corp, Isabelle Guyon filed Critical Health Discovery Corp
Application granted granted Critical
Publication of ATE496343T1 publication Critical patent/ATE496343T1/de

Links

Classifications

    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/211—Selection of the most significant subset of features
    • G06F18/2115—Selection of the most significant subset of features by evaluating different subsets according to an optimisation criterion, e.g. class separability, forward selection or backward elimination
    • 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
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B25/00—ICT specially adapted for hybridisation; ICT specially adapted for gene or protein expression
    • G16B25/10—Gene or protein expression profiling; Expression-ratio estimation or normalisation
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20—Supervised data analysis
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/30—Unsupervised data analysis
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B25/00—ICT specially adapted for hybridisation; ICT specially adapted for gene or protein expression
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00—Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10—Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Data Mining & Analysis (AREA)
  • Theoretical Computer Science (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Software Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Biotechnology (AREA)
  • Bioethics (AREA)
  • Databases & Information Systems (AREA)
  • Public Health (AREA)
  • Epidemiology (AREA)
  • Genetics & Genomics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Magnetic Resonance Imaging Apparatus (AREA)
AT02723072T 2001-01-24 2002-01-24 Verfahren zum identifizieren von mustern in biologischen systemen und deren anwendungen ATE496343T1 (de)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US26369601P 2001-01-24 2001-01-24
US27576001P 2001-03-14 2001-03-14
US29875701P 2001-06-15 2001-06-15
PCT/US2002/002243 WO2002059822A2 (en) 2001-01-24 2002-01-24 Methods of identifying patterns in biological systems and uses thereof

Publications (1)

Publication Number Publication Date
ATE496343T1 true ATE496343T1 (de) 2011-02-15

Family

ID=27401629

Family Applications (1)

Application Number Title Priority Date Filing Date
AT02723072T ATE496343T1 (de) 2001-01-24 2002-01-24 Verfahren zum identifizieren von mustern in biologischen systemen und deren anwendungen

Country Status (7)

Country Link
EP (1) EP1459235B1 (de)
JP (1) JP4138486B2 (de)
AT (1) ATE496343T1 (de)
AU (1) AU2002253879B2 (de)
CA (1) CA2435254C (de)
DE (1) DE60239012D1 (de)
WO (1) WO2002059822A2 (de)

Families Citing this family (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1741036A (zh) 2000-06-19 2006-03-01 科雷洛吉克系统公司 构造分类属于不同状态的生物样本的模型的方法
US6925389B2 (en) 2000-07-18 2005-08-02 Correlogic Systems, Inc., Process for discriminating between biological states based on hidden patterns from biological data
AU2002241535B2 (en) 2000-11-16 2006-05-18 Ciphergen Biosystems, Inc. Method for analyzing mass spectra
US7713705B2 (en) 2002-12-24 2010-05-11 Biosite, Inc. Markers for differential diagnosis and methods of use thereof
TW200403434A (en) 2002-07-29 2004-03-01 Correlogic Systems Inc Quality assurance/quality control for electrospray ionization processes
US20060129034A1 (en) * 2002-08-15 2006-06-15 Pacific Edge Biotechnology, Ltd. Medical decision support systems utilizing gene expression and clinical information and method for use
WO2004058055A2 (en) * 2002-12-24 2004-07-15 Biosite Incorporated Method and system for disease detection using marker combinations
CA2548842A1 (en) 2003-12-11 2005-07-07 Correlogic Systems, Inc. Method of diagnosing biological states through the use of a centralized, adaptive model, and remote sample processing
WO2006053328A2 (en) * 2004-11-12 2006-05-18 Health Discovery Corporation Biomarkers for screening, predicting, and monitoring prostate disease
BRPI0506117A (pt) * 2005-10-14 2007-07-03 Fundacao Oswaldo Cruz método de diagnóstico baseado em padrões proteÈmicos e/ou genÈmicos por vetores de suporte aplicado a espectometria de massa
MY150234A (en) 2007-06-29 2013-12-31 Ahn Gook Pharmaceutical Company Ltd Predictive markers for ovarian cancer
EP3265937B1 (de) * 2015-03-06 2024-04-24 Cardiac Pacemakers, Inc. Systeme zur anzeige von medizinischen daten
JP6240804B1 (ja) * 2017-04-13 2017-11-29 大▲連▼大学 改良した情報測定とｇａに基づくフィルター式特徴選択アルゴリズム
KR102245270B1 (ko) * 2019-02-25 2021-04-26 서강대학교 산학협력단 학습 데이터에 대한 오버샘플링 방법
CN110516762B (zh) * 2019-10-10 2022-11-15 深圳大学 一种肌肉状态量化评定方法、装置、存储介质及智能终端
CN115047144B (zh) * 2022-05-30 2023-03-31 吉林大学 一种利用小型化电子鼻进行酒驾检测的方法

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5875108A (en) * 1991-12-23 1999-02-23 Hoffberg; Steven M. Ergonomic man-machine interface incorporating adaptive pattern recognition based control system

Also Published As

Publication number Publication date
CA2435254A1 (en) 2002-08-01
AU2002253879B2 (en) 2007-07-12
EP1459235B1 (de) 2011-01-19
JP2005502097A (ja) 2005-01-20
CA2435254C (en) 2012-05-15
DE60239012D1 (de) 2011-03-03
WO2002059822A3 (en) 2004-05-21
JP4138486B2 (ja) 2008-08-27
EP1459235A2 (de) 2004-09-22
WO2002059822A2 (en) 2002-08-01

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Legal Events

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RER Ceased as to paragraph 5 lit. 3 law introducing patent treaties
REN Ceased due to non-payment of the annual fee