Concepedia

Gene Expression Imputation

Gene Expression Imputation is a computational method that belongs to the class of spatial transcriptomics techniques and specifically involves the prediction of unmeasured or missing gene expression values in spatially resolved transcriptomic data by leveraging spatial coherence and gene co-expression patterns.

136

Publications

9.6K

Citations

549

Authors

214

Institutions

Publications per year

2017–2026

87

Parents

Publications

136

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

Missing value estimation for DNA microarray gene expression data: local least squares imputation

Hyunsoo Kim, Gene H. Golub, Haesun Park · Bioinformatics · 2004 · 488 citations · Full text

, , +16

scGNN is a novel graph neural network framework for single-cell RNA-Seq analyses

Juexin Wang, Anjun Ma, Yuzhou Chang et al. · Nature Communications · 2021 · 458 citations · Full text

, , +17

Robust mapping of spatiotemporal trajectories and cell–cell interactions in healthy and diseased tissues

Duy Pham, Xiao Tan, Brad Balderson et al. · Nature Communications · 2023 · 369 citations · Full text

, , +16

1–5 of 136

Authors

549

  1. AM
    Anjun Ma

    The Ohio State University, United States

    4 publications · 522 citations

    4

    h-index

  2. QM
    Qin Ma

    The Ohio State University, United States

    4 publications · 522 citations

    4

    h-index

  3. DX
    Dong Xu

    University of Missouri, United States

    4 publications · 522 citations

    4

    h-index

  4. ER
    Eric R. Gamazon

    University of Chicago, United States

    4 publications · 270 citations

    4

    h-index

  5. SZ
    Shihua Zhang

    Academy of Mathematics and Systems Science, China

    3 publications · 183 citations

    3

    h-index

1–5 of 549

Institutions

214

  1. University of California, Los Angeles

    Los Angeles, United States

    6 h-index

    9 publications

    2.2K citations

  2. Stanford University

    Stanford, United States

    6 h-index

    11 publications

    746 citations

  3. Vanderbilt University Medical Center

    Nashville, United States

    5 h-index

    11 publications

    1.1K citations

  4. Hunan University

    Changsha, China

    5 h-index

    13 publications

    568 citations

  5. University of Chicago

    Chicago, United States

    5 h-index

    9 publications

    576 citations

  6. Tongji University

    Shanghai, China

    5 h-index

    11 publications

    493 citations

  7. Sun Yat-sen University

    Guangzhou, China

    4 h-index

    18 publications

    837 citations

  8. Emory University

    Atlanta, United States

    4 h-index

    15 publications

    1.2K citations

1–8 of 214

Venues

  1. Bioinformatics

    15 publications · 1.1K citations

    14

    h-index

  2. BMC Bioinformatics

    12 publications · 742 citations

    12

    h-index

  3. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 10 publications · 474 citations

    10

    h-index

  4. Nature Communications

    7 publications · 1.8K citations

    7

    h-index

  5. Briefings in Bioinformatics

    6 publications · 159 citations

    6

    h-index

1–5