Concepedia

Single-cell Imputation

Single-Cell Imputation is a computational method designed to infer missing or dropout values in single-cell epigenomic data while preserving biological variability and technical accuracy at the individual cell level.

89

Publications

6.9K

Citations

313

Authors

133

Institutions

Publications per year

2017–2026

88

Parents

Publications

89

An accurate and robust imputation method scImpute for single-cell RNA-seq data

Wei Vivian Li, Jingyi Jessica Li · Nature Communications · 2018 · 763 citations · Full text

, , +16

CIDR: Ultrafast and accurate clustering through imputation for single-cell RNA-seq data

Peijie Lin, Michael Troup, Joshua W. K. Ho · Genome biology · 2017 · 582 citations · Full text

, , +14

DrImpute: imputing dropout events in single cell RNA sequencing data

Wuming Gong, Il‐Youp Kwak, Pruthvi Pota et al. · BMC Bioinformatics · 2018 · 345 citations · Full text

, , +15

A systematic evaluation of single-cell RNA-sequencing imputation methods

Wenpin Hou, Zhicheng Ji, Hongkai Ji et al. · Genome biology · 2020 · 324 citations · Full text

, , +17

DeepImpute: an accurate, fast, and scalable deep neural network method to impute single-cell RNA-seq data

Cédric Arisdakessian, Olivier Poirion, Breck Yunits et al. · Genome biology · 2019 · 318 citations · Full text

, , +17

1–5 of 89

Authors

313

  1. SZ
    Shihua Zhang

    Academy of Mathematics and Systems Science, China

    4 publications · 214 citations

    4

    h-index

  2. DS
    Debarka Sengupta

    Indraprastha Institute of Information Technology Delhi, India

    3 publications · 293 citations

    3

    h-index

  3. YY
    Yuedong Yang

    Sun Yat-sen University, China

    3 publications · 139 citations

    3

    h-index

  4. LO
    Le Ou-Yang

    Shenzhen University, China

    3 publications · 144 citations

    3

    h-index

  5. AM
    Aanchal Mongia

    Indraprastha Institute of Information Technology Delhi, India

    3 publications · 293 citations

    3

    h-index

1–5 of 313

Institutions

133

  1. Yale University

    New Haven, United States

    5 h-index

    19 publications

    2.4K citations

  2. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    7 publications

    290 citations

  3. University of Chicago

    Chicago, United States

    4 h-index

    7 publications

    590 citations

  4. Academy of Mathematics and Systems Science

    Beijing, China

    4 h-index

    8 publications

    428 citations

  5. Shenzhen University

    Shenzhen, China

    4 h-index

    6 publications

    260 citations

  6. Sun Yat-sen University

    Guangzhou, China

    4 h-index

    17 publications

    833 citations

  7. University of Electronic Science and Technology of China

    Chengdu, China

    3 h-index

    8 publications

    166 citations

  8. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    10 publications

    834 citations

1–8 of 133

Venues

  1. Bioinformatics

    13 publications · 449 citations

    12

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 13 publications · 793 citations

    12

    h-index

  3. Briefings in Bioinformatics

    9 publications · 212 citations

    10

    h-index

  4. Genome biology

    8 publications · 1.8K citations

    8

    h-index

  5. BMC Bioinformatics

    5 publications · 481 citations

    5

    h-index

1–5