Concepedia

Single-cell Clustering

Single-Cell Clustering is a computational analysis method that partitions individual cells into distinct groups based on the similarity of their high-dimensional gene expression profiles derived from single-cell RNA sequencing data.

920

Publications

148.7K

Citations

5.8K

Authors

1.4K

Institutions

Publications per year

2017–2026

799

Parents

Children

Publications

920

SCANPY: large-scale single-cell gene expression data analysis

F. Alexander Wolf, Philipp Angerer, Fabian J. Theis · Genome biology · 2018 · 9.3K citations · Full text

, , +15

SCENIC: single-cell regulatory network inference and clustering

Sara Aibar, Carmen Bravo González‐Blas, Thomas Moerman et al. · Nature Methods · 2017 · 6.9K citations · Full text

, , +17

Dictionary learning for integrative, multimodal and scalable single-cell analysis

Yuhan Hao, Tim Stuart, Madeline H. Kowalski et al. · Nature Biotechnology · 2023 · 4.8K citations · Full text

, , +14

Single-cell transcriptomic analysis of Alzheimer’s disease

Hansruedi Mathys, José Dávila-Velderrain, Zhuyu Peng et al. · Nature · 2019 · 2.7K citations · Full text

, , +14

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

Laleh Haghverdi, Aaron T. L. Lun, Michael D. Morgan et al. · Nature Biotechnology · 2018 · 2.7K citations · Full text

, , +14

1–5 of 920

Authors

5.8K

  1. WH
    Wing Hung Wong

    Stanford University, United States

    9 publications · 673 citations

    9

    h-index

  2. JC
    John C. Marioni

    European Bioinformatics Institute, United Kingdom

    9 publications · 7.3K citations

    9

    h-index

  3. FJ
    Fabian J. Theis

    Helmholtz Zentrum München, Germany

    8 publications · 12K citations

    8

    h-index

  4. AR
    Aviv Regev

    Broad Institute, United States

    8 publications · 6.7K citations

    8

    h-index

  5. MH
    Martin Hemberg

    Wellcome Sanger Institute, United Kingdom

    8 publications · 3.2K citations

    8

    h-index

1–5 of 5.8K

Institutions

1.4K

  1. Stanford University

    Stanford, United States

    33 h-index

    294 publications

    84.9K citations

  2. Harvard University

    Cambridge, United States

    28 h-index

    185 publications

    68.2K citations

  3. Peking University

    Beijing, China

    24 h-index

    163 publications

    63.6K citations

  4. University of Cambridge

    Cambridge, United Kingdom

    22 h-index

    58 publications

    25.4K citations

  5. Wellcome Sanger Institute

    Cambridge, United Kingdom

    21 h-index

    78 publications

    35.6K citations

  6. Chinese Academy of Medical Sciences & Peking Union Medical College

    Beijing, China

    20 h-index

    111 publications

    9.3K citations

  7. Broad Institute

    Cambridge, United States

    20 h-index

    138 publications

    107.3K citations

  8. Howard Hughes Medical Institute

    Chevy Chase, United States

    20 h-index

    53 publications

    31.9K citations

1–8 of 1.4K

Venues

  1. Bioinformatics

    60 publications · 4.8K citations

    33

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 84 publications · 2.4K citations

    28

    h-index

  3. Nature Communications

    31 publications · 4.8K citations

    24

    h-index

  4. Nucleic Acids Research

    29 publications · 3.8K citations

    23

    h-index

  5. Briefings in Bioinformatics

    42 publications · 1.5K citations

    23

    h-index

1–5