Laboratory of bioinformatics and computational systems biology

Fingerprint Dive into the research topics where Laboratory of bioinformatics and computational systems biology is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.

Independent component analysis Engineering & Materials Science
Independent Component Analysis Mathematics
Transcriptome Medicine & Life Sciences
Factorization Engineering & Materials Science
Reproducibility Mathematics
Calcitriol Receptors Medicine & Life Sciences
Electromagnetic Fields Medicine & Life Sciences
Factorization Method Mathematics

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Research Output 2013 2019

  • 7 Citations
  • 2 h-Index
  • 7 Article
  • 1 Chapter
  • 1 Conference contribution
  • 1 Review article
Open Access
3 Citations (Scopus)

Assessing reproducibility of matrix factorization methods in independent transcriptomes

Cantini, L., Kairov, U., De Reyniès, A., Barillot, E., Radvanyi, F., Zinovyev, A. & Birol, I., Nov 1 2019, In : Bioinformatics. 35, 21, p. 4307-4313 7 p.

Research output: Contribution to journalArticle

Open Access
Factorization Method
Matrix Factorization
Reproducibility
Matrix Method
Factorization
2 Citations (Scopus)

Independent Component Analysis for Unraveling the Complexity of Cancer Omics Datasets

Sompairac, N., Nazarov, P. V., Czerwinska, U., Cantini, L., Biton, A., Molkenov, A., Zhumadilov, Z., Barillot, E., Radvanyi, F., Gorban, A., Kairov, U. & Zinovyev, A., Sep 7 2019, In : International Journal of Molecular Sciences. 20, 18

Research output: Contribution to journalReview article

Open Access
Independent component analysis
Systems Analysis
cancer
Proteome
Principal Component Analysis