Concepedia

Batch Data Integration

Batch Data Integration is a data processing framework that systematically consolidates and synchronizes large volumes of data collected over time into a unified repository through periodic, non-continuous execution cycles.

22

Publications

2.6K

Citations

146

Authors

63

Institutions

Publications per year

2017–2026

19

Parents

Publications

22

A benchmark of batch-effect correction methods for single-cell RNA sequencing data

Hoa Thi Tran, Kok Siong Ang, Marion Chevrier et al. · Genome biology · 2020 · 1.2K citations · Full text

, , +17

Unsupervised spatially embedded deep representation of spatial transcriptomics

Hang Xu, Huazhu Fu, Yahui Long et al. · Genome Medicine · 2024 · 345 citations · Full text

, , +17

DeepST: identifying spatial domains in spatial transcriptomics by deep learning

Chang Xu, Xiyun Jin, Songren Wei et al. · Nucleic Acids Research · 2022 · 320 citations · Full text

, , +17

scGPT: Towards Building a Foundation Model for Single-Cell Multi-omics Using Generative AI

Haotian Cui, Hassaan Maan, Kuan Pang et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2023 · 175 citations · Full text

, , +10

Unsupervised Spatially Embedded Deep Representation of Spatial Transcriptomics

Huazhu Fu, Hang Xu, Kelvin Kian Long Chong et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2021 · 91 citations · Full text

, , +17

1–5 of 22

Authors

146

  1. KS
    Kok Siong Ang

    Agency for Science, Technology and Research, Singapore

    4 publications · 1.7K citations

    4

    h-index

  2. LL
    Longqi Liu

    BGI Group (China), China

    3 publications · 468 citations

    3

    h-index

  3. HK
    Hong Kai Lee

    National University of Singapore, Singapore

    3 publications · 468 citations

    3

    h-index

  4. KK
    Kelvin Kian Long Chong

    Nanyang Technological University, Singapore

    3 publications · 468 citations

    3

    h-index

  5. ML
    Mengwei Li

    Chinese Academy of Sciences, China

    3 publications · 468 citations

    3

    h-index

1–5 of 146

Institutions

63

  1. Singapore Immunology Network

    Singapore, Singapore

    4 h-index

    32 publications

    12.8K citations

  2. BGI Group (China)

    Shenzhen, China

    4 h-index

    8 publications

    703 citations

  3. Agency for Science, Technology and Research

    Singapore, Singapore

    4 h-index

    32 publications

    12.8K citations

  4. Helmholtz Zentrum München

    Munich, Germany

    2 h-index

    8 publications

    324 citations

  5. University of Helsinki

    Helsinki, Finland

    2 h-index

    6 publications

    128 citations

  6. Fudan University

    Shanghai, China

    2 h-index

    38 publications

    1.5K citations

  7. University of Toronto

    Toronto, Canada

    2 h-index

    11 publications

    1.1K citations

  8. Helmholtz Association of German Research Centres

    Berlin, Germany

    2 h-index

    6 publications

    243 citations

1–8 of 63

Venues

  1. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 4 publications · 296 citations

    4

    h-index

  2. Genome biology

    1 publications · 1.2K citations

    2

    h-index

  3. Nucleic Acids Research

    2 publications · 356 citations

    2

    h-index

  4. Journal of Magnetic Resonance

    JMR · 1 publications · 12 citations

    1

    h-index

  5. Nature Methods

    1 publications · 67 citations

    1

    h-index

1–5