AU2003217019A1 - Analysis of gene expression data for multi-class prediction - Google Patents

Analysis of gene expression data for multi-class prediction

Info

Publication number
AU2003217019A1
AU2003217019A1 AU2003217019A AU2003217019A AU2003217019A1 AU 2003217019 A1 AU2003217019 A1 AU 2003217019A1 AU 2003217019 A AU2003217019 A AU 2003217019A AU 2003217019 A AU2003217019 A AU 2003217019A AU 2003217019 A1 AU2003217019 A1 AU 2003217019A1
Authority
AU
Australia
Prior art keywords
analysis
gene expression
expression data
class prediction
prediction
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.)
Abandoned
Application number
AU2003217019A
Inventor
Chia Huey Ooi
Patrick Boon Ooi TAN
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.)
Biotech Research Ventures Pte Ltd
Original Assignee
Biotech Research Ventures Pte 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 Biotech Research Ventures Pte Ltd filed Critical Biotech Research Ventures Pte Ltd
Publication of AU2003217019A1 publication Critical patent/AU2003217019A1/en
Abandoned 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
    • G06N3/12—Computing arrangements based on biological models using genetic models
    • G06N3/126—Evolutionary algorithms, e.g. genetic algorithms or genetic programming
    • 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
    • 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
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biophysics (AREA)
  • Theoretical Computer Science (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Medical Informatics (AREA)
  • Data Mining & Analysis (AREA)
  • General Health & Medical Sciences (AREA)
  • Genetics & Genomics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Biotechnology (AREA)
  • Software Systems (AREA)
  • Molecular Biology (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Bioethics (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Epidemiology (AREA)
  • Computational Linguistics (AREA)
  • Public Health (AREA)
  • Biomedical Technology (AREA)
  • Physiology (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
AU2003217019A 2002-05-02 2003-03-24 Analysis of gene expression data for multi-class prediction Abandoned AU2003217019A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US37734702P 2002-05-02 2002-05-02
US60/377,347 2002-05-02
PCT/GB2003/001258 WO2003094086A2 (en) 2002-05-02 2003-03-24 Analysis of gene expression data for multi-class prediction

Publications (1)

Publication Number Publication Date
AU2003217019A1 true AU2003217019A1 (en) 2003-11-17

Family

ID=29401484

Family Applications (1)

Application Number Title Priority Date Filing Date
AU2003217019A Abandoned AU2003217019A1 (en) 2002-05-02 2003-03-24 Analysis of gene expression data for multi-class prediction

Country Status (2)

Country Link
AU (1) AU2003217019A1 (en)
WO (1) WO2003094086A2 (en)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109727640B (en) * 2019-01-22 2021-03-02 隆平农业发展股份有限公司 Whole genome prediction method and device based on automatic machine learning technology
CN110993026B (en) * 2019-12-30 2023-06-06 苏州大学 Evaluation method and evaluation system for myelodysplastic syndrome
CN113806409A (en) * 2020-05-28 2021-12-17 华为技术有限公司 Data pairing method and related equipment
CN111859624B (en) * 2020-06-24 2024-04-26 西安理工大学 Exercise prescription parameter management method based on NSGA-II algorithm
CN112599190B (en) * 2020-12-17 2024-04-05 重庆大学 Method for identifying deafness-related genes based on mixed classifier

Also Published As

Publication number Publication date
WO2003094086A2 (en) 2003-11-13
WO2003094086A3 (en) 2005-02-24

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Legal Events

Date Code Title Description
MK6 Application lapsed section 142(2)(f)/reg. 8.3(3) - pct applic. not entering national phase