Concepedia

Highly Variable Gene Selection

Highly Variable Gene Selection is a computational method in single-cell RNA sequencing analysis that identifies genes exhibiting greater cell-to-cell expression variability than expected under a null model, thereby prioritizing genes likely to contribute to biological heterogeneity among individual cells.

17

Publications

2.9K

Citations

102

Authors

66

Institutions

Publications per year

2017–2026

12

Parents

Publications

17

Benchmarking atlas-level data integration in single-cell genomics

Malte D. Luecken, Maren Büttner, Kridsadakorn Chaichoompu et al. · Nature Methods · 2021 · 1.4K citations · Full text

, , +17

Feature selection and dimension reduction for single-cell RNA-Seq based on a multinomial model

F. William Townes, Stephanie C. Hicks, Martin J. Aryee et al. · Genome biology · 2019 · 538 citations · Full text

, , +17

Random frog: An efficient reversible jump Markov Chain Monte Carlo-like approach for variable selection with applications to gene selection and disease classification

Hong‐Dong Li, Qing‐Song Xu, Yi‐Zeng Liang · Analytica Chimica Acta · 2012 · 274 citations

, , +9

Regularized logistic regression with adjusted adaptive elastic net for gene selection in high dimensional cancer classification

Zakariya Yahya Algamal, Muhammad Hisyam Lee · Computers in Biology and Medicine · 2015 · 144 citations

, , +15

Benchmarking atlas-level data integration in single-cell genomics

Malte D. Luecken, Maren Büttner, Kridsadakorn Chaichoompu et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2020 · 122 citations · Full text

, , +17

1–5 of 17

Authors

102

  1. MB
    Maren Büttner

    Helmholtz Zentrum München, Germany

    2 publications · 1.5K citations

    2

    h-index

  2. MD
    Malte D. Luecken

    Helmholtz Zentrum München, Germany

    2 publications · 1.5K citations

    2

    h-index

  3. LZ
    Luke Zappia

    Helmholtz Zentrum München, Germany

    2 publications · 1.5K citations

    2

    h-index

  4. MD
    Martin Dugas

    University of Münster, Germany

    2 publications · 1.5K citations

    2

    h-index

  5. DS
    Daniel Strobl

    Helmholtz Zentrum München, Germany

    2 publications · 1.5K citations

    2

    h-index

1–5 of 102

Institutions

66

  1. Helmholtz Zentrum München

    Munich, Germany

    2 h-index

    17 publications

    13.7K citations

  2. University of Münster

    Münster, Germany

    2 h-index

    3 publications

    1.7K citations

  3. Technical University of Munich

    Munich, Germany

    2 h-index

    5 publications

    4.5K citations

  4. Neuroscience Research Australia

    Sydney, Australia

    1 h-index

    1 publications

    116 citations

  5. Tsinghua University

    Beijing, China

    1 h-index

    9 publications

    225 citations

  6. Johns Hopkins University

    Baltimore, United States

    1 h-index

    1 publications

    538 citations

  7. Royal Brisbane and Women's Hospital

    Brisbane, Australia

    1 h-index

    1 publications

    116 citations

  8. Seoul National University

    Seoul, South Korea

    1 h-index

    2 publications

    72 citations

1–8 of 66

Venues

  1. Computers in Biology and Medicine

    2 publications · 164 citations

    2

    h-index

  2. Genome biology

    2 publications · 553 citations

    2

    h-index

  3. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 2 publications · 157 citations

    2

    h-index

  4. Bioinformation

    1 publications · 17 citations

    1

    h-index

  5. 1

    h-index

1–5