Zhixiang Lin

Unsupervised clustering and epigenetic classification of single cells

Mahdi Zamanighomi, Zhixiang Lin, Timothy Daley et al. · Nature Communications · 2018 · 143 citations · Full text

Integrating spatial and single-cell transcriptomics data using deep generative models with SpatialScope

Xiaomeng Wan, Jiashun Xiao, Sindy Sing Ting Tam et al. · Nature Communications · 2023 · 121 citations · Full text

Mendelian randomization for causal inference accounting for pleiotropy and sample structure using genome-wide summary statistics

Xianghong Hu, Jia Zhao, Zhixiang Lin et al. · Proceedings of the National Academy of Sciences · 2022 · 113 citations · Full text

Causal Inference Accounting, Genetics, Genomics +22

Simultaneous dimension reduction and adjustment for confounding variation

Zhixiang Lin, Can Yang, Ying Zhu et al. · Proceedings of the National Academy of Sciences · 2016 · 55 citations · Full text

RA3 is a reference-guided approach for epigenetic characterization of single cells

Shengquan Chen, Guanao Yan, Wenyu Zhang et al. · Nature Communications · 2021 · 55 citations · Full text