Author

M. F. Mueller

Helmholtz Munich

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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Research Focus:batch correction / integration· 1 Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Organism:mouse· 1 Assay:scATAC-seq· 1

Frequent Co-Authors

Anna DaneseiD· 1 shared Daniel C. StrobliD· 1 shared Fabian Joachim TheisiD· 1 shared Kridsadakorn ChaichoompuiD· 1 shared Luke ZappiaiD· 1 shared Malte D. LueckeniD· 1 shared Maren BüttneriD· 1 shared Maria Colomé‐TatchéiD· 1 shared

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2021-2021 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Anna DaneseORCID

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1 paper

Recent·Most cited

Benchmarking atlas-level data integration in single-cell genomics

Malte D. Luecken, Maren Büttner, Kridsadakorn Chaichoompu, Anna Danese, Marta Interlandi, M. F. Mueller, Daniel C. Strobl, Luke Zappia, Martin Dugas, Maria Colomé‐Tatché, Fabian Joachim Theis

BBKNN, Scanorama, and scVI lead complex scRNA-seq integration in a 38-setup, nine-task, 14-metric benchmark; highly variable gene selection helps, whereas scaling favors batch removal over bio-conservation.

Nature Methods · Dec 23, 2021Peer-reviewedBioinformatics✦ In-depth digest