BioinformaticsLecture notes in computer sciencePeer-reviewed
A Benchmarking Study of Random Projections and Principal Components for Dimensionality Reduction Strategies in Single Cell Analysis
Mohamed Abdelnaby, Marmar R. Moussa
This study benchmarks PCA and Random Projection methods for dimensionality reduction in scRNA-seq, showing RP's superior computational speed and comparable clustering quality.