Author

Dona Ninan

Albany College of Pharmacy and Health Sciences

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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Genetics· 1

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Research Focus:benchmarking· 1 Assay:GWAS summary statistics· 1 Approach:large language model· 1

Frequent Co-Authors

Anastasia OktarinaiD· 1 shared Damanpreet Dhillon· 1 shared Julia S. RetzkyiD· 1 shared Mathias P. BostromiD· 1 shared Nicolas Matthew SuhardiiD· 1 shared Vincentius Jeremy SuhardiiD· 1 shared Yang XuiD· 1 shared

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2025-2025 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperGenetics

Anastasia OktarinaORCID

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1 paper

Recent·Most cited

Evaluating Large Language Models for Gene-to-Phenotype Mapping: The Critical Role of Full-Text Database Access

Nicolas Matthew Suhardi, Anastasia Oktarina, Julia S. Retzky, Damanpreet Dhillon, Dona Ninan, Mathias P. Bostrom, Yang Xu, Vincentius Jeremy Suhardi

This study evaluates LLMs for gene-to-phenotype mapping, finding that models with dedicated databases achieve >80% accuracy and provide supporting literature.

bioRxiv · Jun 11, 2025 · PreprintGenetics