citation-management

You can extract metadata and convert DOIs to BibTeX automatically by querying CrossRef, PubMed, or DataCite APIs. This process captures publication metadata and formats it into structured BibTeX with proper keys, protecting capitalization and standardizing fields for clean bibliographies.

Extracting publication metadata from PubMed and Google Scholar is done via a Python workflow using the scholarly and requests libraries. This approach searches databases for relevant papers and pulls complete metadata including titles, authors, years, journals, and DOIs into structured JSON files.

You can validate citations and detect duplicates programmatically by running a validation script against your bibliography file. This workflow checks DOIs against external databases, identifies duplicate entries, and produces a clean, submission-ready bibliography for your manuscripts.

Yes, the scholarly Python library works for building a literature review bibliography by programmatically searching Google Scholar. Combined with requests for PubMed and CrossRef, it enables researchers to rapidly assemble a validated BibTeX library from multiple databases.

To search PubMed and export BibTeX, you run a Python script to query the database and save the results as a JSON file. Then, a metadata extraction script reads that JSON, retrieves publication details, and generates a properly formatted BibTeX file for your manuscript.