MSVM-RFE: extensions of SVM-RFE for multiclass gene selection on DNA microarray data (Q31112287)

28 June 2017

MSVM-RFE: extensions of SVM-RFE for multiclass gene selection on DNA microarray data (English)

1 reference

28 June 2017

Xin Zhou

1

1 reference

PubMed ID

17494773

28 June 2017

David P Tuck

series ordinal

2

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PubMed ID

17494773

28 June 2017

language of work or name

English

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publication date

1 May 2007

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23

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9

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28 June 2017

1106-1114

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Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays

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Selection bias in gene extraction on the basis of microarray gene-expression data

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MLL translocations specify a distinct gene expression profile that distinguishes a unique leukemia

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Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses

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Knowledge-based analysis of microarray gene expression data by using support vector machines

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Computational prediction of methylation status in human genomic sequences

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Gene expression signature of primary imatinib-resistant chronic myeloid leukemia patients

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Support vector machine classification and validation of cancer tissue samples using microarray expression data

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Colocalization of the tetraspanins, CO-029 and CD151, with integrins in human pancreatic adenocarcinoma: impact on cell motility

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Molecular classification of cancer: class discovery and class prediction by gene expression monitoring

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Gene Selection for Cancer Classification using Support Vector Machines

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1 reference

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The claudin gene family: expression in normal and neoplastic tissues

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1 reference

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Processing and classification of protein mass spectra

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Galectin-4 binds to sulfated glycosphingolipids and carcinoembryonic antigen in patches on the cell surface of human colon adenocarcinoma cells

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Gene selection: a Bayesian variable selection approach

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Multicategory Support Vector Machines

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A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression.

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Estrogen-regulated genes predict survival in hormone receptor-positive breast cancers

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Multiclass cancer diagnosis using tumor gene expression signatures

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Systematic variation in gene expression patterns in human cancer cell lines

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A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.

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Chemosensitivity prediction by transcriptional profiling

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Diagnosis of multiple cancer types by shrunken centroids of gene expression

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Predicting the clinical status of human breast cancer by using gene expression profiles

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Molecular classification of multiple tumor types.

21 January 2018

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Gene selection using support vector machines with non-convex penalty

21 January 2018

1 reference

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Gene expression profiling of CD34+ cells identifies a molecular signature of chronic myeloid leukemia blast crisis.

21 January 2018

1 reference

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LS Bound based gene selection for DNA microarray data

21 January 2018

1 reference

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The ties problem resulting from counting-based error estimators and its impact on gene selection algorithms.

21 January 2018

1 reference

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10.1093/BIOINFORMATICS/BTM036

21 January 2018

Identifiers

DOI

1 reference

journals/bioinformatics/ZhouT07

28 June 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

PubMed ID

17494773