Automated flow cytometry (FC) data analysis instruments for cell inhabitants identification and characterization are more and more getting used in tutorial, biotechnology, pharmaceutical, and scientific laboratories. The improvement of those computational strategies is designed to beat reproducibility and course of bottleneck points in handbook gating, nevertheless, the take-up of those instruments stays (anecdotally) low. Here, we carried out a complete literature survey of state-of-the-art computational instruments sometimes printed by analysis, scientific, and biomanufacturing laboratories for automated FC data analysis and recognized fashionable instruments based mostly on literature quotation counts. Dimensionality discount strategies ranked extremely, reminiscent of generic t-distributed stochastic neighbor embedding (t-SNE) and its preliminary Matlab-based implementation for cytometry data viSNE. Software…