Evaluation of insulin sensitivity temporal prediction by using quantile regression combined with neural network model
The QR-based method was found to be appropriate for the SI prediction problem in short-term predictions which may improve the STAR protocol's clinical outcomes. Overall, the study provides a generalisable, empirical approach to network configuration optimisation for similar problems.
Authors
- Balázs Benyó (ORCID: https://orcid.org/0000-0003-2770-9127)
- Omer S. Alkhafaf (ORCID: https://orcid.org/0000-0002-4937-3145)
- J. Geoffrey Chase (ORCID: https://orcid.org/0000-0001-9989-4849)
Institutions
- University of Mosul (IQ)
- University of Canterbury (NZ)
- Budapest University of Technology and Economics (HU)
Publication Details
- Journal
- International Journal of Medical Informatics
- Published
- 2025-05-09
- DOI
- https://doi.org/10.1016/j.ijmedinf.2025.105964
- Citations
- 1
- Primary Topic
- Hyperglycemia and glycemic control in critically ill and hospitalized patients
- Type
- article
- Field-Weighted Citation Impact
- 1.29