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    ARTMED
    2007
    347views more  ARTMED 2007»
    A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature
    13 years 6 months ago
    A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature
    Download  ftp.esat.kuleuven.ac.be
    Objective: This study investigates the use of automated pattern recognition methods on magnetic resonance data with the ultimate goal to assist clinicians in the diagnosis of brai...
    Jan Luts, Arend Heerschap, Johan A. K. Suykens, Sa...
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    BMCBI
    2007
    194views more  BMCBI 2007»
    Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data
    13 years 6 months ago
    Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data
    Download  www.biomedcentral.com
    Background: Designing appropriate machine learning methods for identifying genes that have a significant discriminating power for disease outcomes has become more and more importa...
    Xin Zhao, Leo Wang-Kit Cheung
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    BMCBI
    2010
    133views more  BMCBI 2010»
    Predicting enzyme targets for cancer drugs by profiling human Metabolic reactions in NCI-60 cell lines
    13 years 6 months ago
    Predicting enzyme targets for cancer drugs by profiling human Metabolic reactions in NCI-60 cell lines
    Download  www.biomedcentral.com
    Background: Drugs can influence the whole metabolic system by targeting enzymes which catalyze metabolic reactions. The existence of interactions between drugs and metabolic react...
    Limin Li, Xiaobo Zhou, Wai-Ki Ching, Ping Wang
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    ALGORITHMICA
    2006
    139views more  ALGORITHMICA 2006»
    CONQUEST: A Coarse-Grained Algorithm for Constructing Summaries of Distributed Discrete Datasets
    13 years 6 months ago
    CONQUEST: A Coarse-Grained Algorithm for Constructing Summaries of Distributed Discrete Datasets
    Download  vorlon.case.edu
    Abstract. In this paper we present a coarse-grained parallel algorithm, CONQUEST, for constructing boundederror summaries of high-dimensional binary attributed data in a distribute...
    Jie Chi, Mehmet Koyutürk, Ananth Grama
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    BMCBI
    2006
    166views more  BMCBI 2006»
    Extraction of phylogenetic network modules from the metabolic network
    13 years 6 months ago
    Extraction of phylogenetic network modules from the metabolic network
    Download  www.biomedcentral.com
    Background: In bio-systems, genes, proteins and compounds are related to each other, thus forming complex networks. Although each organism has its individual network, some organis...
    Takuji Yamada, Minoru Kanehisa, Susumu Goto
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