Development of Insulin Bolus Calculators in Type 1 Diabetes Using a Framework Based on Real-World Data, Digital Twins and Machine Learning

Elisa Pellizzari, Giacomo Cappon, Giulia Nicolis, Giovanni Sparacino, Andrea Facchinetti

Open source

DOI
10.1109/tbme.2025.3648515
Published
2026-09
Container
IEEE Transactions on Biomedical Engineering
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/tbme.2025.3648515,
  title = {Development of Insulin Bolus Calculators in Type 1 Diabetes Using a Framework Based on Real-World Data, Digital Twins and Machine Learning},
  author = {Elisa Pellizzari and Giacomo Cappon and Giulia Nicolis and Giovanni Sparacino and Andrea Facchinetti},
  year = {2026},
  journal = {IEEE Transactions on Biomedical Engineering},
  doi = {10.1109/tbme.2025.3648515},
  url = {https://doi.org/10.1109/tbme.2025.3648515}
}

RIS

TY  - JOUR
TI  - Development of Insulin Bolus Calculators in Type 1 Diabetes Using a Framework Based on Real-World Data, Digital Twins and Machine Learning
AU  - Elisa Pellizzari
AU  - Giacomo Cappon
AU  - Giulia Nicolis
AU  - Giovanni Sparacino
AU  - Andrea Facchinetti
PY  - 2026
JO  - IEEE Transactions on Biomedical Engineering
DO  - 10.1109/tbme.2025.3648515
UR  - https://doi.org/10.1109/tbme.2025.3648515
ER  - 

APA

Pellizzari, E., Cappon, G., Nicolis, G., Sparacino, G., & Facchinetti, A. (2026). Development of Insulin Bolus Calculators in Type 1 Diabetes Using a Framework Based on Real-World Data, Digital Twins and Machine Learning. IEEE Transactions on Biomedical Engineering. https://doi.org/10.1109/tbme.2025.3648515

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