Forecasting accuracy is not enough: safety-oriented evaluation of neural digital twins prior to in-silico insulin and carbohydrate intervention in type 1 diabetes

Ahmed Ibrahim, Ameen Banjar, Simon Harper, Ala Alarood, Eesa Alsolami

Open source

DOI
10.3389/fendo.2026.1958918
Published
2026-10-14
Container
Frontiers in Endocrinology
Publisher
Frontiers Media SA
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.3389/fendo.2026.1958918,
  title = {Forecasting accuracy is not enough: safety-oriented evaluation of neural digital twins prior to in-silico insulin and carbohydrate intervention in type 1 diabetes},
  author = {Ahmed Ibrahim and Ameen Banjar and Simon Harper and Ala Alarood and Eesa Alsolami},
  year = {2026},
  journal = {Frontiers in Endocrinology},
  doi = {10.3389/fendo.2026.1958918},
  url = {https://doi.org/10.3389/fendo.2026.1958918}
}

RIS

TY  - JOUR
TI  - Forecasting accuracy is not enough: safety-oriented evaluation of neural digital twins prior to in-silico insulin and carbohydrate intervention in type 1 diabetes
AU  - Ahmed Ibrahim
AU  - Ameen Banjar
AU  - Simon Harper
AU  - Ala Alarood
AU  - Eesa Alsolami
PY  - 2026
JO  - Frontiers in Endocrinology
DO  - 10.3389/fendo.2026.1958918
UR  - https://doi.org/10.3389/fendo.2026.1958918
ER  - 

APA

Ibrahim, A., Banjar, A., Harper, S., Alarood, A., & Alsolami, E. (2026). Forecasting accuracy is not enough: safety-oriented evaluation of neural digital twins prior to in-silico insulin and carbohydrate intervention in type 1 diabetes. Frontiers in Endocrinology. https://doi.org/10.3389/fendo.2026.1958918

Source records