Author

Matin Khajavi

Sharif University of Technology

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

Signature Assays, Organisms & Methods

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Research Focus:batch correction / integration· 1 Approach:deep learning· 1 Organism:mouse· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Alexander V. MishariniD· 1 shared Fabian Joachim TheisiD· 1 shared Malte D. LueckeniD· 1 shared Maren BüttneriD· 1 shared Mohammad LotfollahiiD· 1 shared Mohsen NaghipourfariD· 1 shared Žiga AvseciD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Alexander V. MisharinORCID

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1 paper

Recent·Most cited

Query to reference single-cell integration with transfer learning

Mohammad Lotfollahi, Mohsen Naghipourfar, Malte D. Luecken, Matin Khajavi, Maren Büttner, Žiga Avsec, Alexander V. Misharin, Fabian Joachim Theis

This paper introduces scArches, a deep learning method for mapping query datasets onto reference single-cell atlases using transfer learning, effectively reducing batch effects and preserving biological information with fewer parameters.

bioRxiv · Jul 16, 2020 · PreprintBioinformatics