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Marta Rosikiewicz

dblp:145/5276 · DBLP profile ↗
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2ranked-venue papers
2as first author
0since 2021 · last 2016
0000-0001-9123-1880ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 2 · 2 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Interdisciplinary, comprehensive, and emerging computing
1 paper
Bioinformatics and computational biology · 100%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Bioinformatics and computational biology
gene expression analysis
0.212014
IQRray, a new method for Affymetrix microarray quality control, and the homologous organ conservation score, a new benchmark method for quality control metrics · Bioinform. 2014
Bioinformatics and computational biology › gene expression analysis › microarray data preprocessing
microarray quality control
0.212014
IQRray, a new method for Affymetrix microarray quality control, and the homologous organ conservation score, a new benchmark method for quality control metrics · Bioinform. 2014

Methods — techniques the papers use, named apart from their topics

interquartile range metric · 0.2evolutionary conservation scoring · 0.2
YearPublicationVenuePosition
2016 IQRray, a new method for Affymetrix microarray quality control, and the homologous organ conservation score, a new benchmark method for quality control metrics
abstract
Bioinformatics (2014)30(10),1392–1399 doi: 10.1093/bioinformatics/btu027 The authors of the above article wish to alert the reader to the following FTP link, as the link given in the published paper is no longer active: Availability and Implementation: The R implementation of IQRray is available at:ftp://ftp.bgee.org/general/IQRray.R
Marta Rosikiewicz, Marc Robinson-Rechavi
Bioinform.1
2014 IQRray, a new method for Affymetrix microarray quality control, and the homologous organ conservation score, a new benchmark method for quality control metrics
abstract
MOTIVATION: Microarray results accumulated in public repositories are widely reused in meta-analytical studies and secondary databases. The quality of the data obtained with this technology varies from experiment to experiment, and an efficient method for quality assessment is necessary to ensure their reliability. RESULTS: The lack of a good benchmark has hampered evaluation of existing methods for quality control. In this study, we propose a new independent quality metric that is based on evolutionary conservation of expression profiles. We show, using 11 large organ-specific datasets, that IQRray, a new quality metrics developed by us, exhibits the highest correlation with this reference metric, among 14 metrics tested. IQRray outperforms other methods in identification of poor quality arrays in datasets composed of arrays from many independent experiments. In contrast, the performance of methods designed for detecting outliers in a single experiment like Normalized Unscaled Standard Error and Relative Log Expression was low because of the inability of these methods to detect datasets containing only low-quality arrays and because the scores cannot be directly compared between experiments. AVAILABILITY AND IMPLEMENTATION: The R implementation of IQRray is available at: ftp://lausanne.isb-sib.ch/pub/databases/Bgee/general/IQRray.R. CONTACT: [email protected] SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
Marta Rosikiewicz, Marc Robinson-Rechavi
Bioinform.1