Work

A Benchmarking Study of Random Projections and Principal Components for Dimensionality Reduction Strategies in Single Cell Analysis

Year: 2025

Type: conference-paper

Source: Lecture notes in computer science

DOI: 10.1007/978-3-032-02489-3_1

Authors: Mohamed Abdelnaby, Marmar R. Moussa

Institution: University of Oklahoma

Language: English

Topic: Single-cell and spatial transcriptomics

Subfield: Molecular Biology

Field: Biochemistry, Genetics and Molecular Biology

Domain: Life Sciences

Open Access status: green

Funders: National Science Foundation, National Institutes of Health, National Cancer Institute

Awards: Collaborative Research: III: Medium: Algorithms for scalable inference and phylodynamic analysis of tumor haplotypes using low-coverage single cell sequencing data, Computational approaches to the mechanistic elucidation of the serrated pathway of human colon carcinogenesis

OpenAlex ID: W4415735220

FWCI: 15.69

Cites: 22

Cited by: 4

Related to: 10