scAMZI: attention-based deep autoencoder with zero-inflated layer for clustering scRNA-seq data

Abstract Background Clustering scRNA-seq data plays a vital role in scRNA-seq data analysis and downstream analyses. Many computational methods have been proposed and achieved remarkable results. However, there are several limitations of these methods. First, they do not fully exploit cellular featu...

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Bibliographic Details
Main Authors: Lin Yuan, Zhijie Xu, Boyuan Meng, Lan Ye
Format: Article
Language:English
Published: BMC 2025-04-01
Series:BMC Genomics
Subjects:
Online Access:https://doi.org/10.1186/s12864-025-11511-2
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