Author

Alayna Fu

University of Pittsburgh

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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Systems Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Aditi U. GurkariD· 1 shared Akanksha SachaniD· 1 shared Ankur Singh SainiiD· 1 shared Greg M. DelgoffeiD· 1 shared Harinder SinghiD· 1 shared Jingyu Fan· 1 shared Jishnu DasiD· 1 shared Nicholas A. PeaseiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperSystems Biology

Aditi U. GurkarORCID

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1 paper

Recent·Most cited

Interpretable machine learning coupled to gene regulatory networks uncovers subcircuits underlying cell fate decisions

Zarifeh Heidari Rarani, Swapnil Keshari, Akanksha Sachan, Ankur Singh Saini, Nicholas A. Pease, Jingyu Fan, Alayna Fu, Yuchen C Liu, Aditi U. Gurkar, Greg M. Delgoffe, Harinder Singh, Jishnu Das

FOCAL couples interpretable machine learning with gene regulatory networks to identify regulatory subnetworks underlying cell fate decisions in B and T cells.

bioRxiv · Sep 29, 2026 · PreprintSystems Biology