Global gender representation in neurointerventional surgery: a natural language processing analysis of journal publications
Analysis using artificial intelligence driven NLP methods suggests persistent gender inequalities in neurointerventional surgery authorship with variation across countries. Although female representation has improved over the past decade, progress is uneven. These findings underscore the need for targeted efforts to promote equity in academic vascular neurosurgery globally.
Authors
- Cyprien A. Rivier (ORCID: https://orcid.org/0000-0002-1148-1829)
- Andrew B. Koo (ORCID: https://orcid.org/0000-0002-2854-649X)
- Bushra Fathima
- Sandra Abi Fadel (ORCID: https://orcid.org/0000-0001-9562-4470)
- Guido J. Falcone (ORCID: https://orcid.org/0000-0002-6407-0302)
- Joseph Haynes (ORCID: https://orcid.org/0000-0002-7134-2273)
- Daniela Renedo (ORCID: https://orcid.org/0000-0003-4120-6649)
- Abdelaziz Amllay (ORCID: https://orcid.org/0000-0003-3357-4134)
- Ryan Hebert (ORCID: https://orcid.org/0000-0003-0492-6364)
- Nanthiya Sujijantarat (ORCID: https://orcid.org/0000-0002-5857-5718)
- Charles Matouk (ORCID: https://orcid.org/0000-0003-3234-9541)
- Michele H. Johnson (ORCID: https://orcid.org/0000-0003-1820-4709)
- Kevin N. Sheth
Institutions
- Yale Cancer Center (US)
- Yale University (US)
Publication Details
- Journal
- Journal of NeuroInterventional Surgery
- Published
- 2025-08-14
- DOI
- https://doi.org/10.1136/jnis-2025-023956
- Citations
- 1
- Primary Topic
- Diversity and Career in Medicine
- Type
- article
- Field-Weighted Citation Impact
- 3.87