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Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology

Gene expression and cancer classification

This cluster of papers focuses on the analysis of microarray data and gene expression profiling, covering topics such as normalization, differential expression, feature selection, machine learning applications, clustering methods, quality control, and bioinformatics tools. The papers discuss various techniques and methods for processing and interpreting gene expression data obtained from microarray experiments.

389.4K works worldwide1.8M citations

MicroarrayGene ExpressionData AnalysisNormalizationDifferential ExpressionFeature SelectionMachine LearningClusteringQuality ControlBioinformatics

Journals publishing in this area

1

Bioinformatics cover

ISSN 1367-48033,888 articles in this topic

564h-index

5.42Impact

19.3KArticles

2.7MCitations

2

BMC Bioinformatics cover

BMC Bioinformatics

ISSN 1471-21052,983 articles in this topic

311h-index

4.21Impact

13.1KArticles

843.7KCitations

3

Nucleic Acids Research cover

Nucleic Acids Research

ISSN 0305-10481,451 articles in this topic

871h-index

12.79Impact

55.8KArticles

6MCitations

4

BMC Genomics cover

ISSN 1471-2164859 articles in this topic

260h-index

3.57Impact

19.2KArticles

870KCitations

5

PLoS Computational Biology cover

PLoS Computational Biology

ISSN 1553-734X560 articles in this topic

283h-index

3.68Impact

12.6KArticles

664.6KCitations

6

Genome biology cover

ISSN 1474-7596517 articles in this topic

363h-index

7.95Impact

5.9KArticles

972.4KCitations

7

Biometrics cover

ISSN 0006-341X454 articles in this topic

404h-index

1.15Impact

11.3KArticles

1.1MCitations

8

Nature Genetics cover

Nature Genetics

ISSN 1061-4036418 articles in this topic

780h-index

14.78Impact

11.7KArticles

2.9MCitations

9

Genome Research

Genome Research

ISSN 1088-9051377 articles in this topic

409h-index

7.09Impact

6.4KArticles

1.1MCitations

10

Genomics cover

ISSN 0888-7543323 articles in this topic

218h-index

2.77Impact

11.3KArticles

490.6KCitations

11

Statistics in Medicine cover

Statistics in Medicine

ISSN 0277-6715323 articles in this topic

305h-index

1.51Impact

14.8KArticles

669.2KCitations

12

Nature Methods cover

ISSN 1548-7091265 articles in this topic

506h-index

17.90Impact

8.3KArticles

1.6MCitations

13

Nature Reviews Genetics cover

Nature Reviews Genetics

ISSN 1471-0056147 articles in this topic

524h-index

14.46Impact

5KArticles

900.2KCitations

14

International Journal of Speech and Audiology cover

International Journal of Speech and Audiology

ISSN 2710-38461 articles in this topic

2h-index

0.14Impact

64Articles

10Citations