Missing value imputation for gene expression data: computational techniques to recover missing data from available information. (Q33771648)

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18 January 2020

review article

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title

Missing value imputation for gene expression data: computational techniques to recover missing data from available information (English)

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:21156727 AND SRC:MED&resulttype=core&format=json

18 January 2020

1 reference

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1

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18 January 2020

N.F. Law

series ordinal

2

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https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:21156727 AND SRC:MED&resulttype=core&format=json

18 January 2020

Hong Yan

series ordinal

3

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18 January 2020

author name string

Ngai-Fong Law

series ordinal

2

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29 July 2017

publication date

14 December 2010

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Briefings in Bioinformatics

18 January 2020

published in

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18 January 2020

volume

12

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18 January 2020

issue

5

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18 January 2020

page(s)

498-513

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Microarray technology: beyond transcript profiling and genotype analysis

18 January 2020

cites work

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Identification of expressed genes linked to malignancy of human colorectal carcinoma by parametric clustering of quantitative expression data

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Influence of microarrays experiments missing values on the stability of gene groups by hierarchical clustering

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A Bayesian missing value estimation method for gene expression profile data

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LSimpute: accurate estimation of missing values in microarray data with least squares methods

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Missing value estimation for DNA microarray gene expression data: local least squares imputation

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Reuse of imputed data in microarray analysis increases imputation efficiency

21 January 2018

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Improving cluster-based missing value estimation of DNA microarray data

21 January 2018

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Gaussian mixture clustering and imputation of microarray data

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Sequential local least squares imputation estimating missing value of microarray data

21 January 2018

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Iterated local least squares microarray missing value imputation

21 January 2018

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Missing-value estimation using linear and non-linear regression with Bayesian gene selection

21 January 2018

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Collateral missing value imputation: a new robust missing value estimation algorithm for microarray data

21 January 2018

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Ameliorative missing value imputation for robust biological knowledge inference

21 January 2018

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Integrative missing value estimation for microarray data

21 January 2018

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Continuous representations of time-series gene expression data

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Spectral estimation in unevenly sampled space of periodically expressed microarray time series data

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Autoregressive-model-based missing value estimation for DNA microarray time series data

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DNA microarray data imputation and significance analysis of differential expression

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Microarray missing data imputation based on a set theoretic framework and biological knowledge

21 January 2018

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Improving missing value imputation of microarray data by using spot quality weights

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Comprehensive identification of cell cycle-regulated genes of the yeast Saccharomyces cerevisiae by microarray hybridization

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Coordinated transcription of key pathways in the mouse by the circadian clock

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Genomic expression programs in the response of yeast cells to environmental changes

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Deconvolving cell cycle expression data with complementary information

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Analysis of cell-cycle-specific gene expression in human cells as determined by microarrays and double-thymidine block synchronization

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From molecular to modular cell biology

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Global functional profiling of gene expression.

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Missing value imputation for microarray gene expression data using histone acetylation information

21 January 2018

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Statistical assessment of the global regulatory role of histone acetylation in Saccharomyces cerevisiae.

21 January 2018

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Mapping global histone acetylation patterns to gene expression

21 January 2018

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Role of histone acetylation in the control of gene expression

21 January 2018

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Histone acetylation and transcriptional regulation in the genome of Saccharomyces cerevisiae

21 January 2018

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Accounting for one-channel depletion improves missing value imputation in 2-dye microarray data

21 January 2018

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Missing value imputation improves clustering and interpretation of gene expression microarray data

21 January 2018

1 reference

Comparative analysis of missing value imputation methods to improve clustering and interpretation of microarray experiments

21 January 2018

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Stability-based validation of clustering solutions

21 January 2018

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The Hungarian method for the assignment problem

21 January 2018

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The influence of missing value imputation on detection of differentially expressed genes from microarray data

21 January 2018

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Analysis of variance for gene expression microarray data

21 January 2018

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Significance analysis of microarrays applied to the ionizing radiation response

21 January 2018

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Effects of replacing the unreliable cDNA microarray measurements on the disease classification based on gene expression profiles and functional modules

21 January 2018

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Identification of coherent patterns in gene expression data using an efficient biclustering algorithm and parallel coordinate visualization.

21 January 2018

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Discovering biclusters in gene expression data based on high-dimensional linear geometries

21 January 2018

1 reference

A new geometric biclustering algorithm based on the Hough transform for analysis of large-scale microarray data.

21 January 2018

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Estradiol regulates different genes in human breast tumor xenografts compared with the identical cells in culture

21 January 2018

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Plakophilins 2a and 2b: constitutive proteins of dual location in the karyoplasm and the desmosomal plaque

21 January 2018

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Desmosomal plakophilin 2 as a differentiation marker in normal and malignant tissues

21 January 2018

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Dealing with missing values in large-scale studies: microarray data imputation and beyond.

21 January 2018

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A meta-data based method for DNA microarray imputation

21 January 2018

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The Stanford Microarray Database

21 January 2018

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Integration of clinical data, pathology, and cDNA microarrays in influenza virus-infected pigtailed macaques (Macaca nemestrina)

21 January 2018

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21 January 2018

Identifiers

DOI

10.1093/BIB/BBQ080

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:21156727 AND SRC:MED&resulttype=core&format=json

18 January 2020

DBLP publication ID

journals/bib/LiewLY11

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference