Svitlana Shpyleva Source Confirmed

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Researcher

National Center for Toxicological Research

faculty

15 h-index 31 pubs 1,406 cited

Research Areas

Natural Language Processing Techniques Pharmacological Effects and Toxicity Studies Cannabis and Cannabinoid Research Meta-analysis and systematic reviews Advanced Neural Network Applications

Links

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OverviewAI-generated summary

Svitlana Shpyleva's research focuses on the application of computational methods to analyze scientific literature and biological data. She has investigated the performance of large language models for tasks such as literature screening in pharmacovigilance and has contributed to the development of benchmark datasets for text mining and sentiment analysis to support regulatory literature review. Her work also extends to pharmacokinetic studies, including an examination of cannabidiol and its metabolites in animal models. Shpyleva has published 31 papers, accumulating 1,406 citations and an h-index of 15. She has collaborated with researchers at the National Center for Toxicological Research, including Joshua Xu and Leihong Wu.

Metrics

  • h-index: 15
  • Publications: 31
  • Citations: 1,406

Selected Publications

  • Pharmacokinetics of cannabidiol and its metabolites in rhesus monkeys and New Zealand White rabbits (2025) DOI
  • Assessing the performance of large language models in literature screening for pharmacovigilance: a comparative study (2024) DOI
  • Development of benchmark datasets for text mining and sentiment analysis to accelerate regulatory literature review (2022) DOI

Collaborators

Researchers in the database who share publications

Joshua Xu National Center for Toxicological Research 2 shared publications Leihong Wu National Center for Toxicological Research 2 shared publications John Talpos National Center for Toxicological Research 1 shared publication Frederick A. Beland National Center for Toxicological Research 1 shared publication Luísa Camacho National Center for Toxicological Research 1 shared publication Michelle M. Vanlandingham National Center for Toxicological Research 1 shared publication Qiangen Wu National Center for Toxicological Research 1 shared publication Gonçalo Gamboa da Costa National Center for Toxicological Research 1 shared publication

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