Predicting IVF outcomes using a logistic regression–ABC hybrid model: A proof-of-concept study on supplement associations

Uğur Ejder; Pınar Uskaner Hepsağ

doi:10.1371/journal.pone.0336846

Loading metrics

Open Access

Peer-reviewed

Research Article

Predicting IVF outcomes using a logistic regression–ABC hybrid model: A proof-of-concept study on supplement associations

Uğur Ejder ,

Roles Conceptualization, Formal analysis, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: uejder@atu.edu.tr

Affiliation Department of Information Technology, Adana Alparslan Türkeş Science and Technology University, Adana, Türkiye

https://orcid.org/0000-0002-7796-9528

⨯
Pınar Uskaner Hepsağ

Roles Conceptualization, Data curation, Investigation, Methodology, Writing – original draft

Affiliation Faculty of Computer and Informatics, Adana Alparslan Türkeş Science and Technology University, Adana, Türkiye
⨯

Predicting IVF outcomes using a logistic regression–ABC hybrid model: A proof-of-concept study on supplement associations

Uğur Ejder,
Pınar Uskaner Hepsağ

Published: November 25, 2025
https://doi.org/10.1371/journal.pone.0336846

About the Authors

Uğur Ejder

Roles Conceptualization, Formal analysis, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: uejder@atu.edu.tr

Affiliation Department of Information Technology, Adana Alparslan Türkeş Science and Technology University, Adana, Türkiye

https://orcid.org/0000-0002-7796-9528

Pınar Uskaner Hepsağ

Roles Conceptualization, Data curation, Investigation, Methodology, Writing – original draft

Affiliation Faculty of Computer and Informatics, Adana Alparslan Türkeş Science and Technology University, Adana, Türkiye

Competing Interests

The authors have declared that no competing interests exist.

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Machine learning
Is the Subject Area "Machine learning" applicable to this article?

Thanks for your feedback.
Machine learning algorithms
Is the Subject Area "Machine learning algorithms" applicable to this article?

Thanks for your feedback.
Subfertility
Is the Subject Area "Subfertility" applicable to this article?

Thanks for your feedback.
Diet
Is the Subject Area "Diet" applicable to this article?

Thanks for your feedback.
Embryo transfer
Is the Subject Area "Embryo transfer" applicable to this article?

Thanks for your feedback.
Folic acid
Is the Subject Area "Folic acid" applicable to this article?

Thanks for your feedback.
Embryos
Is the Subject Area "Embryos" applicable to this article?

Thanks for your feedback.
Support vector machines
Is the Subject Area "Support vector machines" applicable to this article?

Thanks for your feedback.