Author

Daniela Rodriguez

Indiana Biosciences Research Institute

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

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Alex M. MawlaiD· 1 shared Gitanjali RoyiD· 1 shared Michael A. KalwatiD· 1 shared Olivia Lazaro· 1 shared Rameesha Syed· 1 shared Sean McCabeiD· 1 shared Sylvia RobertsoniD· 1 shared Travis S. JohnsoniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Alex M. MawlaORCID

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1 paper

Recent·Most cited

Identification of type 2 diabetes- and obesity-associated human β-cells using deep transfer learning

Gitanjali Roy, Rameesha Syed, Olivia Lazaro, Sylvia Robertson, Sean McCabe, Daniela Rodriguez, Alex M. Mawla, Travis S. Johnson, Michael A. Kalwat

This study uses deep transfer learning to identify diabetes- and obesity-associated β-cell subpopulations in single-cell RNA-seq data and validates key genes through immunostaining.

eLife · Sep 22, 2025Peer-reviewedBioinformatics