CN104380311B - 依据谱数据的样本分类方法、创建数据库的方法和使用该数据库的方法、以及相应的系统 - Google Patents

依据谱数据的样本分类方法、创建数据库的方法和使用该数据库的方法、以及相应的系统 Download PDF

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CN104380311B
CN104380311B CN201380030388.3A CN201380030388A CN104380311B CN 104380311 B CN104380311 B CN 104380311B CN 201380030388 A CN201380030388 A CN 201380030388A CN 104380311 B CN104380311 B CN 104380311B
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spectrum
sample
value
class
spectra
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CN104380311A (zh
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雷内·雷蒙德·帕钦
阿尔扬·劳伦·范乌伊杰克胡吉斯
阿德里安努斯·博斯
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BIOSPARQ BV
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2415—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
    • G06F18/24155—Bayesian classification
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
    • G01J3/28—Investigating the spectrum
    • G01J3/44—Raman spectrometry; Scattering spectrometry ; Fluorescence spectrometry
    • 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
    • H—ELECTRICITY
    • H01—ELECTRIC ELEMENTS
    • H01J—ELECTRIC DISCHARGE TUBES OR DISCHARGE LAMPS
    • H01J49/00—Particle spectrometers or separator tubes
    • H01J49/0027—Methods for using particle spectrometers
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J3/00—Spectrometry; Spectrophotometry; Monochromators; Measuring colours
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/12—Classification; Matching
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/12—Classification; Matching
    • G06F2218/14—Classification; Matching by matching peak patterns

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Chemical & Material Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Probability & Statistics with Applications (AREA)
  • Biomedical Technology (AREA)
  • Analytical Chemistry (AREA)
  • Hematology (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Urology & Nephrology (AREA)
  • Food Science & Technology (AREA)
  • Medicinal Chemistry (AREA)
  • Biochemistry (AREA)
  • Biophysics (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Signal Processing (AREA)
  • Other Investigation Or Analysis Of Materials By Electrical Means (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Investigating, Analyzing Materials By Fluorescence Or Luminescence (AREA)
  • Spectrometry And Color Measurement (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
CN201380030388.3A 2012-04-10 2013-04-10 依据谱数据的样本分类方法、创建数据库的方法和使用该数据库的方法、以及相应的系统 Expired - Fee Related CN104380311B (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
NL2008620 2012-04-10
NL2008620 2012-04-10
NL2009015 2012-06-15
NL2009015A NL2009015C2 (en) 2012-04-10 2012-06-15 Method for classification of a sample on the basis of spectral data, method for creating a database and method for using this database, and corresponding computer program, data storage medium and system.
PCT/NL2013/050260 WO2013154425A1 (en) 2012-04-10 2013-04-10 Method for classification of a sample on the basis of spectral data, method for creating a database and method for using this database, and corresponding computer program, data storage medium and system

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US (1) US20150066377A1 (enExample)
EP (1) EP2836958B1 (enExample)
JP (1) JP6525864B2 (enExample)
CN (1) CN104380311B (enExample)
BR (1) BR112014025246A8 (enExample)
IN (1) IN2014DN09363A (enExample)
NL (1) NL2009015C2 (enExample)
RU (1) RU2633797C2 (enExample)
WO (1) WO2013154425A1 (enExample)

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CN112255215B (zh) * 2020-09-16 2021-08-17 清华大学 检测分析活体细胞生命活动状态的修饰二聚体表面增强拉曼的方法
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Also Published As

Publication number Publication date
RU2633797C2 (ru) 2017-10-18
RU2014145011A (ru) 2016-05-27
EP2836958A1 (en) 2015-02-18
WO2013154425A1 (en) 2013-10-17
JP2015516570A (ja) 2015-06-11
US20150066377A1 (en) 2015-03-05
EP2836958B1 (en) 2020-06-10
JP6525864B2 (ja) 2019-06-05
BR112014025246A8 (pt) 2021-03-02
CN104380311A (zh) 2015-02-25
IN2014DN09363A (enExample) 2015-07-17
NL2009015C2 (en) 2013-10-15

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