[HTML][HTML] Benchmarking atlas-level data integration in single-cell genomics

MD Luecken, FJ Theis - Nature methods, 2022 - nature.com
Single-cell atlases often include samples that span locations, laboratories and conditions,
leading to complex, nested batch effects in data. Thus, joint analysis of atlas datasets …

Benchmarking atlas-level data integration in single-cell genomics

MD Luecken, M Büttner, K Chaichoompu… - Nature …, 2022 - pubmed.ncbi.nlm.nih.gov
Single-cell atlases often include samples that span locations, laboratories and conditions,
leading to complex, nested batch effects in data. Thus, joint analysis of atlas datasets …

Benchmarking atlas-level data integration in single-cell genomics.

MD Luecken, M Büttner, K Chaichoompu… - Nature …, 2021 - europepmc.org
Single-cell atlases often include samples that span locations, laboratories and conditions,
leading to complex, nested batch effects in data. Thus, joint analysis of atlas datasets …

[HTML][HTML] Benchmarking atlas-level data integration in single-cell genomics

MD Luecken, M Büttner, K Chaichoompu… - Nature …, 2022 - ncbi.nlm.nih.gov
Single-cell atlases often include samples that span locations, laboratories and conditions,
leading to complex, nested batch effects in data. Thus, joint analysis of atlas datasets …

Benchmarking atlas-level data integration in single-cell genomics

MD Luecken, M Büttner, K Chaichoompu, A Danese… - bioRxiv, 2020 - biorxiv.org
Cell atlases often include samples that span locations, labs, and conditions, leading to
complex, nested batch effects in data. Thus, joint analysis of atlas datasets requires reliable …

[PDF][PDF] Benchmarking atlas-level data integration in single-cell genomics

MD Luecken, M Büttner, K Chaichoompu, A Danese… - … .s3.eu-central-1.amazonaws.com
Cell atlases often include samples that span locations, labs, and conditions, leading to
complex, nested batch effects in data. Thus,​ joint analysis of atlas datasets requires …

Benchmarking atlas-level data integration in single-cell genomics

MD Luecken, M Buettner, K Chaichoompu… - Nature …, 2021 - epub.ub.uni-muenchen.de
Single-cell atlases often include samples that span locations, laboratories and conditions,
leading to complex, nested batch effects in data. Thus, joint analysis of atlas datasets …

Benchmarking atlas-level data integration in single-cell genomics

MD Luecken, M Büttner, K Chaichoompu, A Danese… - Nature Methods, 2021 - cir.nii.ac.jp
抄録< jats: title> Abstract</jats: title>< jats: p> Single-cell atlases often include samples that
span locations, laboratories and conditions, leading to complex, nested batch effects in data …

[PDF][PDF] Benchmarking atlas-level data integration in single-cell genomics

MD Luecken, M Büttner, K Chaichoompu, A Danese… - academia.edu
Cell atlases often include samples that span locations, labs, and conditions, leading to
complex, nested batch effects in data. Thus,​ joint analysis of atlas datasets requires …

Benchmarking atlas-level data integration in single-cell genomics

MD Luecken, M Bttner, K Chaichoompu, A Danese… - paper.sciencenet.cn
Single-cell atlases often include samples that span locations, laboratories and conditions,
leading to complex, nested batch effects in data. Thus, joint analysis of atlas datasets …