Scrutinised and Compared: HVG Identification Methods in Terms of Common Metrics

Scrutinised and Compared: HVG Identification Methods in Terms of Common Metrics

Highly variable gene (HVG) identification plays a critical role in unravelling gene expression patterns and understanding cellular heterogeneity in single-cell RNA-sequencing (scRNA-seq) data. A plethora of software packages have been developed for this purpose; however, their comparative performanc...

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Bibliographic Details
Main Authors: Nadiia Kasianchuk, Yevhenii Kukuruza, Vladyslav Ostash, Anastasiia Boshtova, Dmytro Tsvyk, Matvii Mykhailichenko
Format: Article
Language:English
Published: Anhalt University of Applied Sciences 2023-11-01
Series:Proceedings of the International Conference on Applied Innovations in IT
Subjects:
highly variable genes
single-cell rna-sequencing
differential expression
heterogeneity analysis
cellular heterogeneity
cellular diversity
Online Access:https://icaiit.org/paper.php?paper=11th_ICAIIT_2/2_4

Internet

https://icaiit.org/paper.php?paper=11th_ICAIIT_2/2_4

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