Concepedia

Integration Of Multiple Datasets

Integration of Multiple Datasets is a computational methodology in single-cell RNA sequencing analysis that enables the joint analysis of distinct datasets by correcting batch effects and aligning biological states across experiments while preserving biological variability.

720

Publications

105.7K

Citations

5.3K

Authors

1.6K

Institutions

Publications per year

2017–2026

488

Parents

Publications

720

Integrated analysis of multimodal single-cell data

Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen et al. · Cell · 2021 · 16K citations · Full text

, , +17

Integrating single-cell transcriptomic data across different conditions, technologies, and species

Andrew Butler, Paul Hoffman, Peter Smibert et al. · Nature Biotechnology · 2018 · 14.7K citations · Full text

, , +14

MultiQC: summarize analysis results for multiple tools and samples in a single report

Philip Ewels, Måns Magnusson, Sverker Lundin et al. · Bioinformatics · 2016 · 10.4K citations · Full text

, , +11

MoleculeNet: a benchmark for molecular machine learning

Zhenqin Wu, Bharath Ramsundar, Evan N. Feinberg et al. · Chemical Science · 2017 · 2.9K citations · Full text

, , +14

Perturb-Seq: Dissecting Molecular Circuits with Scalable Single-Cell RNA Profiling of Pooled Genetic Screens

Atray Dixit, Oren Parnas, Biyu Li et al. · Cell · 2016 · 1.9K citations · Full text

, , +14

1–5 of 720

Authors

5.3K

  1. SA
    Sarah A. Teichmann

    Wellcome Sanger Institute, United Kingdom

    7 publications · 1.3K citations

    7

    h-index

  2. VD
    Vince D. Calhoun

    Mind Research Network, United States

    7 publications · 490 citations

    7

    h-index

  3. FJ
    Fabian J. Theis

    Helmholtz Zentrum München, Germany

    7 publications · 1.7K citations

    7

    h-index

  4. JY
    Jean Yang

    The University of Sydney, Australia

    6 publications · 676 citations

    6

    h-index

  5. KH
    Kun Huang

    The Ohio State University, United States

    5 publications · 287 citations

    5

    h-index

1–5 of 5.3K

Institutions

1.6K

  1. Harvard University

    Cambridge, United States

    23 h-index

    175 publications

    31K citations

  2. Stanford University

    Stanford, United States

    22 h-index

    117 publications

    93.7K citations

  3. Chinese Academy of Sciences

    Beijing, China

    21 h-index

    169 publications

    11.2K citations

  4. University of Chinese Academy of Sciences

    Beijing, China

    17 h-index

    127 publications

    7.3K citations

  5. University of Oxford

    Oxford, United Kingdom

    16 h-index

    63 publications

    9.4K citations

  6. Tsinghua University

    Beijing, China

    16 h-index

    30 publications

    3.3K citations

  7. University of Michigan

    Ann Arbor, United States

    14 h-index

    40 publications

    5.6K citations

  8. University of British Columbia

    Vancouver, Canada

    14 h-index

    33 publications

    1.7K citations

1–8 of 1.6K

Venues

  1. Bioinformatics

    49 publications · 16.4K citations

    31

    h-index

  2. Nucleic Acids Research

    28 publications · 4.5K citations

    26

    h-index

  3. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 50 publications · 3.4K citations

    24

    h-index

  4. Nature Communications

    24 publications · 2.6K citations

    22

    h-index

  5. Genome biology

    22 publications · 2.5K citations

    20

    h-index

1–5