A bayesian integration model of high-throughput proteomics and metabolomics data for improved early detection of microbial infections

Pacific Symposium on Biocomputing 2009, PSB 2009

Volumn , Issue , 2009, Pages 451-463

  Webb Robertson, Bobbie Jo M ^a   Mccue, Lee Ann ^a   Beagley, Nathanial ^a   Mcdermott, Jason E ^a   Wunschel, David S ^a   Varnum, Susan M ^a   Hu, Jian Zhi ^a   Isern, Nancy G ^a   Buchko, Garry W ^a   Mcateer, Kathleen ^a   Pounds, Joel G ^a   Skerrett, Shawn J ^b   Liggitt, Denny ^b   Frevert, Charles W ^b  

^a PACIFIC NORTHWEST NATIONAL LABORATORY   (United States)

^b UNIVERSITY OF WASHINGTON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN APPROACHES; BAYESIAN EVALUATION; BAYESIAN INTEGRATION; CLASS LEVEL; CLASSIFICATION ACCURACY; DATA SETS; DATA TYPE; GLOBAL SCALE; HIGH-THROUGHPUT; INTEGRATED DATA; LIKELIHOOD FUNCTIONS; METABOLOMES; METABOLOMICS; METABOLOMICS DATA; MICROBIAL INFECTIONS; MULTIPLE DATA SOURCES; POSTERIOR PROBABILITY; PROTEOMICS; STATISTICAL LEARNING; VISUAL INTEGRATION; VISUALIZATION TOOLS;

BAYESIAN NETWORKS; CLASSIFICATION (OF INFORMATION); INTEGRATION; LEARNING ALGORITHMS; MOLECULAR BIOLOGY; PROBABILITY;

DATA VISUALIZATION;

BIOLOGICAL MARKER;

ALGORITHM; ANIMAL; ARTICLE; BACTERIAL GENE; BAYES THEOREM; BIOLOGICAL MODEL; BIOMETRY; C57BL MOUSE; FRANCISELLA; GENETICS; GRAM NEGATIVE INFECTION; INFECTION; MALE; MASS SPECTROMETRY; METABOLISM; METABOLOMICS; METHODOLOGY; MOUSE; MUTATION; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; PATHOGENICITY; PROTEOMICS; PSEUDOMONAS INFECTION; REGRESSION ANALYSIS; STATISTICAL ANALYSIS; STATISTICS; TANDEM MASS SPECTROMETRY; VIRULENCE;

ALGORITHMS; ANIMALS; BAYES THEOREM; BIOLOGICAL MARKERS; BIOMETRY; DATA INTERPRETATION, STATISTICAL; FRANCISELLA; GENES, BACTERIAL; GRAM-NEGATIVE BACTERIAL INFECTIONS; INFECTION; LEAST-SQUARES ANALYSIS; MAGNETIC RESONANCE SPECTROSCOPY; MALE; METABOLOMICS; MICE; MICE, INBRED C57BL; MODELS, BIOLOGICAL; MUTATION; PROTEOMICS; PSEUDOMONAS INFECTIONS; SPECTROMETRY, MASS, MATRIX-ASSISTED LASER DESORPTION-IONIZATION; TANDEM MASS SPECTROMETRY; VIRULENCE;

EID: 61949377666     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

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