Concepedia

Multi-modal Single-cell Clustering

Multi-Modal Single-Cell Clustering is a computational approach that integrates multiple distinct molecular measurement types (such as transcriptome, epigenome, and proteome) from the same single cells to jointly identify cellular subpopulations, thereby enabling more comprehensive and biologically resolved cell type or state classification than unimodal clustering methods.

4

Publications

579

Citations

58

Authors

38

Institutions

Publications per year

2017–2026

4

Variants

Multimodal Single-cell Clustering

Parents

Publications

4

Deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes

Fan Zhang, A. Helena Jonsson, Aparna Nathan et al. · Nature · 2023 · 393 citations · Full text

, , +16

BREM-SC: a bayesian random effects mixture model for joint clustering single cell multi-omics data

Xinjun Wang, Zhe Sun, Yanfu Zhang et al. · Nucleic Acids Research · 2020 · 100 citations · Full text

, , +17

Effective multi-modal clustering method via skip aggregation network for parallel scRNA-seq and scATAC-seq data

Dayu Hu, Ke Liang, Zhibin Dong et al. · Briefings in Bioinformatics · 2024 · 61 citations · Full text

, , +17

CellBIC: bimodality-based top-down clustering of single-cell RNA sequencing data reveals hierarchical structure of the cell type

Junil Kim, Diana E. Stanescu, Kyoung‐Jae Won · Nucleic Acids Research · 2018 · 25 citations · Full text

, , +15

Comparative single-cell and spatial profiling of anti-SSA-positive and anti-centromere-positive Sjögren’s disease reveals common and distinct immune activation and fibroblast-mediated inflammation

Jun Inamo, Masaru Takeshita, Katsuya Suzuki et al. · Nature Communications · 2025 · 11 citations · Full text

, , +17

1–5 of 4

Authors

58

  1. KD
    Kevin D. Deane

    University of Colorado Denver, United States

    1 publications · 393 citations

    1

    h-index

  2. FZ
    Fan Zhang

    Harvard University, United States

    1 publications · 393 citations

    1

    h-index

  3. ZD
    Zhibin Dong

    National University of Defense Technology, China

    1 publications · 61 citations

    1

    h-index

  4. LG
    Laura Geraldino‐Pardilla

    Columbia University, United States

    1 publications · 393 citations

    1

    h-index

  5. JB
    Joyce B. Kang

    Harvard University, United States

    1 publications · 393 citations

    1

    h-index

1–5 of 58

Institutions

38

  1. University of Pittsburgh

    Pittsburgh, United States

    2 h-index

    13 publications

    2.2K citations

  2. National University of Defense Technology

    Changsha, China

    1 h-index

    4 publications

    244 citations

  3. University of Copenhagen

    Copenhagen, Denmark

    1 h-index

    2 publications

    50 citations

  4. University of Rochester

    Rochester, United States

    1 h-index

    1 publications

    393 citations

  5. National Institute of Allergy and Infectious Diseases

    Bethesda, United States

    1 h-index

    1 publications

    393 citations

  6. Feinstein Institute for Medical Research

    Manhasset, United States

    1 h-index

    2 publications

    786 citations

  7. Boston Children's Hospital

    Boston, United States

    1 h-index

    1 publications

    393 citations

  8. Queen Mary University of London

    London, United Kingdom

    1 h-index

    4 publications

    1.6K citations

1–8 of 38

Venues

  1. Nucleic Acids Research

    2 publications · 125 citations

    2

    h-index

  2. Briefings in Bioinformatics

    1 publications · 61 citations

    1

    h-index

  3. Nature

    1 publications · 393 citations

    1

    h-index

  4. Nature Communications

    1 publications · 11 citations

1–4