Comprehensive evaluation and practical guideline of gating methods for high-dimensional cytometry data: manual gating, unsupervised clustering, and auto-gating
Peng Liu, Yuchen Pan, Hung‐Ching Chang, Wenjia Wang, Yusi Fang, Xiangning Xue, Jian Zou, Jessica M. Toothaker, Oluwabunmi O. Olaloye, Eduardo G. Gonzalez Santiago, Black McCourt, Vanessa Mitsialis, Pietro Presicce, Suhas G. Kallapur, Scott B. Snapper, , Silvia Liu
This study evaluates manual gating, unsupervised clustering, and auto-gating methods for high-dimensional cytometry data using six datasets and provides practical guidelines for selecting appropriate methods.
Briefings in Bioinformatics · Nov 22, 2024Peer-reviewedBioinformatics