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Author

Muhammad S. Arif

Northwestern University

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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Microbiology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1Research Focus:differential expression· 1Approach:machine learning (classical)· 1Organism:rat· 1Assay:spatial transcriptomics· 1Approach:statistical model· 1

Frequent Co-Authors

Ann M. CariasiD· 1 sharedAnne MonetteiD· 1 sharedChristopher T. Thuruthiyil· 1 sharedDouglas E. FerrelliD· 1 sharedEdward J. Allen· 1 sharedEliana U. Crentsil· 1 sharedEllen Zhang· 1 sharedFlora Engelmann· 1 shared

Activity by Year

2026-2026 · peak 1/yr
012026: 1 paper (click to filter)12026

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links
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ArifAnn M. Carias · 1 shared paperCarias · 1Anne Monette · 1 shared paperMonette · 1Christopher T. Thuruthiyil · 1 shared paperThuruthiyil · 1Douglas E. Ferrell · 1 shared paperFerrell · 1Edward J. Allen · 1 shared paperAllen · 1Eliana U. Crentsil · 1 shared paperCrentsil · 1Ellen Zhang · 1 shared paperZhang · 1Flora Engelmann · 1 shared paperEngelmann · 1Francois J. Villinger · 1 shared paperVillinger · 1Isabelle Clerc · 1 shared paperClerc · 1
Focal author (center)Selected co-authorORCID co-authorUnlinked name
Curved chords = mutual co-authorship
1 shared paperMicrobiology
Ann M. CariasORCID

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1 paper

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