Batch effects in single-cell RNA-sequencing data are corrected by matching mutual nearest neighbors

Laleh Haghverdi; Aaron T L Lun; Michael D Morgan; John C Marioni

Năm xuất bản2018

Nguồn học thuậtNature Biotechnology

Định danhDOI 10.1038/nbt.4091

TRÍCH DẪN ĐỀ XUẤT

Laleh Haghverdi; Aaron T L Lun; Michael D Morgan; John C Marioni (2018). Batch effects in single-cell RNA-sequencing data are corrected by matching mutual nearest neighbors. Nature Biotechnology, 36(5), 421-427. https://doi.org/10.1038/nbt.4091

Thông tin thư mục

Nguồn/Tạp chí: Nature Biotechnology
Tập: 36
Số: 5
Trang: 421-427
Nhà xuất bản: Springer Science and Business Media LLC
DOI: 10.1038/nbt.4091 ↗

Từ khóa

Matching (statistics); Population; Computer science; Single cell sequencing; RNA; Data mining; RNA-Seq; Computational biology; k-nearest neighbors algorithm; Artificial intelligence; Biology; Gene; Mathematics; Gene expression; Genetics; Phenotype; Statistics; Transcriptome