Yue Cao

Ensemble deep learning in bioinformatics

Yue Cao, Thomas A. Geddes, Jean Yang et al. · Nature Machine Intelligence · 2020 · 357 citations

Computing, Bioinformatics, Computational Biology +8

scClassify: sample size estimation and multiscale classification of cells using single and multiple reference

Yingxin Lin, Yue Cao, Hani Jieun Kim et al. · Molecular Systems Biology · 2020 · 165 citations · Full text

Life Sciences, Bioinformatics, Computational Biology +6

Benchmarking clustering algorithms on estimating the number of cell types from single-cell RNA-sequencing data

Lijia Yu, Yue Cao, Jean Yang et al. · Genome biology · 2022 · 152 citations · Full text

Life Sciences, Bioinformatics, Cell Biology +17

A benchmark study of simulation methods for single-cell RNA sequencing data

Yue Cao, Pengyi Yang, Jean Yang · Nature Communications · 2021 · 86 citations · Full text

Life Sciences, Bioinformatics, Biostatistics +11

scDC: single cell differential composition analysis

Yue Cao, Yingxin Lin, John T. Ormerod et al. · BMC Bioinformatics · 2019 · 63 citations · Full text

Life Sciences, Biostatistics, Cell Biology +12