Author

Danial Maleki

Roche (United States)

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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Pathology· 1

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Approach:benchmark study· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Assay:imaging· 1

Frequent Co-Authors

Nazim Shaikh· 1 shared Raghavan Venugopal· 1 shared Uday KurkureiD· 1 shared Xiao LiiD· 1 shared Yao NieiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperPathology

Nazim Shaikh

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1 paper

Recent·Most cited

Understanding Foundation Models in Digital Pathology: Performance, Trade-offs, and Model-Selection Recommendations

Danial Maleki, Nazim Shaikh, Xiao Li, Yao Nie, Raghavan Venugopal, Uday Kurkure

This study benchmarks five digital pathology foundation models across various tasks, showing that model size does not always correlate with performance, and recommends selecting models based on task-specific needs.

bioRxiv · Sep 12, 2025 · PreprintPathology