First trimester prediction of gestational diabetes mellitus by machine learning in twin pregnancies
GDM in twins is associated with certain characteristics of the first-trimester. Information from later trimesters has a limited impact. The GDM probability risk score increased with the severity of the treatment. An app to predict this score is available at: twin-pe.math.biu.ac.il.
Authors
- Corinna Simonini (ORCID: https://orcid.org/0000-0003-0293-3691)
- Eleonora Torcia (ORCID: https://orcid.org/0000-0003-2184-8900)
- Federica Meli
- Annegret Geipel (ORCID: https://orcid.org/0000-0001-8602-8925)
- Anna Gonce
- Brigitte Strizek (ORCID: https://orcid.org/0000-0003-3625-7097)
- Hamutal Meiri (ORCID: https://orcid.org/0000-0002-2272-5139)
- Heidy Portillo Rodriguez
- Adeline Walter (ORCID: https://orcid.org/0000-0001-8302-3854)
- Yoram Louzoun (ORCID: https://orcid.org/0000-0003-1714-6148)
- Elisa Bevilacqua (ORCID: https://orcid.org/0000-0002-9791-9552)
- Tanja Lennartz
- Tamar Michelson
- Karl Oliver Kagan
- Adi Sharabi-Nov
- Armin Bauer
- Antoni Borrell
- Ron Maymon
- Ran Svirsky
- Mar Bennasar
- Richard Nicholas Brown
- Kypros H. Nicolaides
- Julia Ponce
- Nadav Kugler
Institutions
- Ben-Gurion University of the Negev (IL)
- Bar-Ilan University (IL)
- Tel Aviv University (IL)
- University Hospital Bonn (DE)
- Assuta Medical Center (IL)
- McGill University Health Centre (CA)
- Rebecca Sieff Hospital (IL)
- Agostino Gemelli University Polyclinic (IT)
- Assaf Harofeh Medical Center (IL)
- Hospital Clínic de Barcelona (ES)
- University Children's Hospital Tübingen (DE)
- King's College Hospital (GB)
- Tel Hai Academic College (IL)
- University of Tübingen (DE)
Publication Details
- Journal
- Archives of Gynecology and Obstetrics
- Published
- 2026-01-20
- DOI
- https://doi.org/10.1007/s00404-025-08262-6
- Primary Topic
- Gestational Diabetes Research and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00