Comparative Analysis of Single-Cell RNA Sequencing Methods

Ziegenhain, Christoph, Vieth, Beate, Parekh, Swati, Reinius, Björn, Guillaumet-Adkins, Amy, Smets, Martha, Leonhardt, Heinrich, Heyn, Holger +2 more·2017·Molecular Cell

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  78. Transcriptome Informatics
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