Fast determination of thyroid stimulating hormone in human blood serum without chemical preprocessing by using infrared spectroscopy and least squares support vector machines

Analytica Chimica Acta

Volumn 696, Issue 1-2, 2011, Pages 47-52

  Mello, Cesar ^a,d   Marangoni, Antônio ^b   Poppi, Ronei ^c,d   Noda, Isao ^e  

^a UNIVERSIDADE DE MOGI DAS CRUZES   (Brazil)

^b UNIVERSIDADE DE FRANCA   (Brazil)

^c UNIVERSITY OF CAMPINAS   (Brazil)

^d National Institute of Science and Technology (INCT) for Bioanalytics   (Brazil)

^e PROCTER AND GAMBLE COMPANY   (United States)

Author keywords

Fast determination; Fourier transform infrared; Least square support vector machines; Thyroid stimulating hormone; Without chemical preprocessing

Indexed keywords

FAST DETERMINATION; FOURIER-TRANSFORM-INFRARED; LEAST SQUARE SUPPORT VECTOR MACHINES; THYROID STIMULATING HORMONE; WITHOUT-CHEMICAL-PREPROCESSING;

BLOOD; CALIBRATION; INFRARED SPECTROSCOPY; LEAST SQUARES APPROXIMATIONS; SPECTROMETERS;

SUPPORT VECTOR MACHINES;

THYROTROPIN;

ARTICLE; BLOOD ANALYSIS; CALIBRATION; CHEMOLUMINESCENCE; CHEMOMETRIC ANALYSIS; CONTROLLED STUDY; HORMONE DETERMINATION; HUMAN; INFRARED SPECTROSCOPY; INTERMETHOD COMPARISON; MAJOR CLINICAL STUDY; MATHEMATICAL MODEL; PERFORMANCE MEASUREMENT SYSTEM; PRIORITY JOURNAL; REGRESSION ANALYSIS; SPECTRAL SENSITIVITY; SUPPORT VECTOR MACHINE; THYROTROPIN BLOOD LEVEL;

ARTIFICIAL INTELLIGENCE; HUMANS; LEAST-SQUARES ANALYSIS; REPRODUCIBILITY OF RESULTS; SERUM; SPECTROSCOPY, FOURIER TRANSFORM INFRARED; THYROTROPIN; TIME FACTORS;

EID: 79957510022     PISSN: 00032670     EISSN: 18734324     Source Type: Journal    
DOI: 10.1016/j.aca.2011.04.015     Document Type: Article

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