Vickie R. Walker

National Institute of Environmental Health Sciences — United States

Biochemistry, Genetics and Molecular Biology · Life Sciences

18h-index2.8kcitations51works2.32yr avg
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Research Topics

Estrogen and related hormone effects(9), Biomedical Text Mining and Ontologies(8), Meta-analysis and systematic reviews(7), Effects and risks of endocrine disrupting chemicals(6), Reproductive System and Pregnancy(6)

Publications51 total

Systematic evidence map on the association between exposure to personal care products and fetal growth
Environment International·2026Open Access
Protocol for a systematic evidence map of environmental research related to autism spectrum disorders: the aWARE project
Environment International·2025Open Access
Large language models for data extraction in toxicology: implications and lessons learned from the clinical evidence domain
Evidence-Based Toxicology·2025Open Access
Abstract FR580: Supporting Hypertensive Disorders of Pregnancy Research with Evidence Mapping – A Novel Biomarker Characterization Tool
Hypertension·2025
Automating Data Extraction From Scientific Literature and General <scp>PDF</scp> Files Using Large Language Models and <scp>KNIME</scp> : An Application in Toxicology
Wiley Interdisciplinary Reviews Computational Molecular Science·2025Open Access
A Unique Case of Waxing and Waning Hypoxia
American Journal of Respiratory and Critical Care Medicine·2025· 1 cited
Advancing Environmental Health Evaluations: Leveraging Evidence Informatics for Efficient and Reliable Data Extraction
2024Open Access
Large language models, updates, and evaluation of automation tools for systematic reviews: a summary of significant discussions at the eighth meeting of the International Collaboration for the Automation of Systematic Reviews (ICASR)
Systematic Reviews·2024· 12 citedOpen Access
Proof‑of‑concept for using machine learning to facilitate data extraction for human health chemical assessments: a study protocol
Evidence-Based Toxicology·2024· 1 citedOpen Access
Comment on “Evidence Synthesis of Observational Studies in Environmental Health: Lessons Learned from a Systematic Review on Traffic-Related Air Pollution”
Environmental Health Perspectives·2024· 1 citedOpen Access
Identifying assessment criteria for <i>in vitro</i> studies: a method and item bank
Toxicological Sciences·2024· 10 citedOpen Access
I-REFF diagrams: enhancing transparency in systematic review through interactive reference flow diagrams
Systematic Reviews·2024· 2 citedOpen Access
Systematic evidence mapping informs a class-based approach to assessing personal care products and pubertal timing
Environment International·2023· 10 citedOpen Access
Using Machine-Learning to Facilitate Data Extraction for Human Health Chemical Assessments: Protocol for a case application
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Becoming aWARE: The Development of a Web-Based Tool for Autism Research and the Environment
Journal of Xenobiotics·2023· 1 citedOpen Access
Assessment of key characteristics, methodology, and effect size measures used in meta‐analysis of human‐health‐related animal studies
Research Synthesis Methods·2022· 11 citedOpen Access
Identifying environmental factors that influence immune response to SARS-CoV-2: Systematic evidence map protocol
Environment International·2022· 8 citedOpen Access
Evaluation of a semi-automated data extraction tool for public health literature-based reviews: Dextr
Environment International·2021· 24 citedOpen Access
Weak Supervision for Scientific Document Relevance Tagging
2021
Automated and Semi-Automated Approaches for Literature Searching, Screening, and Data Extraction for Systematic Reviews in Environmental Health
Toxicology Letters·2021· 1 cited
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Frequent Co-authors

Andrew A. Rooney(26), Kristina A. Thayer(11), Kenneth S. Korach(10), Robyn Blain(9), Katherine E. Pelch(6), Charles Schmitt(5), John F. Couse(4), Sylvia C. Hewitt(4), Stephanie Holmgren(4), Abee L. Boyles(4), Kristen Magnuson(4), Andrew J. Shapiro(3), Brian E. Howard(3), Jason Phillips(3), Arpit Tandon(3), Ruchir Shah(3), Retha R. Newbold(3), Wendy N. Jefferson(3), Mary S. Wolfe(3), Artur Nowak(3)