Crossmark

Data-driven diabetes mellitus prediction and management: a comparative evaluation of decision tree classifier and artificial neural network models along with statistical analysis

Crossref DOI link: https://doi.org/10.1038/s41598-025-03718-w

Published Online: 2025-06-02

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Sadiq, Idris Zubairu

Katsayal, Babangida Sanusi

Ibrahim, Bashiru

Ibrahim, Maryam

Hassan, Hassan Aliyu

Ghali, Umar Muhammad

Usman, Abdullahi Garba

Usman, Abubakar

Abba, Sani Isah
License Information

Text and Data Mining valid from 2025-06-02

Version of Record valid from 2025-06-02
More Information

Article History

Received: 26 December 2024

Accepted: 22 May 2025

First Online: 2 June 2025

Declarations

:

: The authors declare no competing interests.

: All procedures conducted in this study adhered strictly to applicable guidelines and regulations, following the ethical principles stated in the Declaration of Helsinki. The research protocol and methodology were reviewed and approved by the Ethics Committee for Medical Experiments at the Specialized Center for Endocrinology and Diabetes, Al-Kindy Teaching Hospital. Furthermore, informed consent was obtained from all participants and/or their legal guardians prior to their involvement in the study.

Document is current

Any future updates will be listed below