Statistical data processing in clinical proteomics

Journal of Chromatography B: Analytical Technologies in the Biomedical and Life Sciences

Volumn 866, Issue 1-2, 2008, Pages 77-88

  Smit, Suzanne ^a   Hoefsloot, Huub C J ^a   Smilde, Age K ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

Biomarker discovery; Classification; Curse of dimensionality; Double cross validation; Feature selection; Multivariate data analysis; Permutation test; Proteomics; Statistical validation

Indexed keywords

BIOMEDICAL ENGINEERING; CLASSIFICATION (OF INFORMATION); DATA PROCESSING; DATA REDUCTION; FEATURE EXTRACTION; PROTEINS; STATISTICAL METHODS;

BIOMARKER DISCOVERY; CURSE OF DIMENSIONALITY; DOUBLE CROSS VALIDATION; MULTIVARIATE DATA ANALYSIS; PERMUTATION TESTS; PROTEOMICS; STATISTICAL VALIDATIONS;

BIOMARKERS;

BIOLOGICAL MARKER;

ARTIFICIAL NEURAL NETWORK; CLASSIFICATION; COMPARATIVE STUDY; DATA ANALYSIS; DISCRIMINANT ANALYSIS; LIQUID CHROMATOGRAPHY; LOGISTIC REGRESSION ANALYSIS; MASS SPECTROMETRY; PARTIAL LEAST SQUARES REGRESSION; PERFORMANCE MEASUREMENT SYSTEM; PRIORITY JOURNAL; PROTEOMICS; REVIEW; STATISTICAL ANALYSIS; STATISTICAL SIGNIFICANCE; SUPPORT VECTOR MACHINE;

DATA INTERPRETATION, STATISTICAL; PROTEOMICS;

EID: 41749086207     PISSN: 15700232     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jchromb.2007.10.042     Document Type: Review

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