Author

Panagiοtis Tsakanikas

Academy of AthensORCID 0000-0002-9361-5922Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1

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Dimitris V. ManatakisiD· 1 shared E. S. Manolakos· 1 shared

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2018-2018 · peak 1/yr

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1 shared paperBioinformatics

Dimitris V. ManatakisORCID

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1 paper

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BioinformaticsbioRxivPreprintFeb 13, 2018

Machine learning methods to reverse engineer dynamic gene regulatory networks governing cell state transitions

Panagiοtis Tsakanikas, Dimitris V. Manatakis, E. S. Manolakos

This paper introduces a machine learning method to analyze single-cell gene expression data and reconstruct dynamic gene regulatory networks during cell state transitions, with application to hematopoiesis.

3 citations

humanscRNA-seq

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