Robust Single-Cell RNA-Seq Analysis Using Hyperdimensional Computing: Enhanced Clustering and Classification Methods

Robust Single-Cell RNA-Seq Analysis Using Hyperdimensional Computing: Enhanced Clustering and Classification Methods

<b>Background.</b> Single-cell RNA sequencing (scRNA-seq) has transformed genomics by enabling the study of cellular heterogeneity. However, its high dimensionality, noise, and sparsity pose significant challenges for data analysis. <b>Methods.</b> We investigate the use of H...

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Bibliographic Details
Main Authors: Hossein Mohammadi, Maziyar Baranpouyan, Krishnaprasad Thirunarayan, Lingwei Chen
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:AI
Subjects:
single-cell RNA-seq
hyperdimensional computing
classification
clustering
Online Access:https://www.mdpi.com/2673-2688/6/5/94
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