A benchmark study of simulation methods for single-cell RNA sequencing data

Simulation is useful for developing and evaluating computational methods. Here, the authors develop a comprehensive evaluation framework, SimBench, to benchmark Single-cell RNA-seq simulation methods through a diverse collection of experimental datasets.

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Detalles Bibliográficos
Autores principales: Yue Cao, Pengyi Yang, Jean Yee Hwa Yang
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/1fef66107899481a8f496eddf881bbca
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Descripción
Sumario:Simulation is useful for developing and evaluating computational methods. Here, the authors develop a comprehensive evaluation framework, SimBench, to benchmark Single-cell RNA-seq simulation methods through a diverse collection of experimental datasets.