Antepartum prediction of shoulder dystocia using machine learning
Our machine learning-based model predicted SD with an AUC of 0.83 and may support clinicians in delivery planning.
Authors
- Omer Weitzner (ORCID: https://orcid.org/0000-0001-6176-4424)
- Hadar Gluska (ORCID: https://orcid.org/0000-0003-2618-5448)
- Lior Heresco (ORCID: https://orcid.org/0009-0004-8921-9873)
- Noa Levy
- Tal Biron-Shental
- Omer Todress
Institutions
- Tel Aviv University (IL)
- Meir Medical Center (IL)
Publication Details
- Journal
- Archives of Gynecology and Obstetrics
- Published
- 2025-12-31
- DOI
- https://doi.org/10.1007/s00404-025-08271-5
- Primary Topic
- Gestational Diabetes Research and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00