Prediction of pregnancy outcomes in women with systemic lupus erythematosus before pregnancy: Application of machine learning models
By using the CHAID decision tree to predict the outcome of pregnancy in women with SLE and extracted rules, it is possible to use appropriate methods that prevent spontaneous abortion and also provide timely consultation to women with SLE for making decisions to become pregnant.
Authors
- Abbas Sheikhtaheri (ORCID: https://orcid.org/0000-0002-6879-5415)
- Khadijeh Paydar (ORCID: https://orcid.org/0000-0003-3579-3832)
Institutions
- Iran University of Medical Sciences (IR)
- University of Tabriz (IR)
- Artificial Intelligence in Medicine (Canada) (CA)
Publication Details
- Journal
- Heliyon
- Published
- 2025-02-01
- DOI
- https://doi.org/10.1016/j.heliyon.2025.e42679
- Citations
- 1
- Primary Topic
- Systemic Lupus Erythematosus Research
- Type
- article
- Field-Weighted Citation Impact
- 1.67
Funders
- Iran University of Medical Sciences