Jose F. Garcia-Tirado

13 papers C 1Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A Real-Time Digital Twin for Type 1 Diabetes Using Simulation-Based Inference.
DT4H@MICCAI
Trung-Dung Hoang, Alceu Bissoto, Vihangkumar V. Naik, Tim Flühmann, Artemii Shlychkov, Jose F. Garcia-Tirado, Lisa M. Koch
2025 J jnl
A Real-Time Digital Twin for Type 1 Diabetes using Simulation-Based Inference.
CoRR
Trung-Dung Hoang, Alceu Bissoto, Vihangkumar V. Naik, Tim Flühmann, Artemii Shlychkov, Jose F. Garcia-Tirado, Lisa M. Koch
2025 J jnl
Advanced Hybrid Automated Insulin Delivery System based on Successive Linearization Model Predictive Control: The UniBE System.
CoRR
Vihangkumar V. Naik, Eleonora Manzoni, Clara Escorihuela-Altaba, Jose F. Garcia-Tirado
2024 — conf
Clustering Time Series Data for Personalized Type 1 Diabetes Management.
ICPRAI (2)
Aylin Tastan, Clara Escorihuela-Altaba, Jose F. Garcia-Tirado, Kaspar Riesen
2024 — conf
LSTM Networks and Graph Neural Networks for Predicting Events of Hypoglycemia.
S+SSPR
Fabian Hüni, Jose F. Garcia-Tirado, Kaspar Riesen
2022 — conf
Enabling Anticipatory Response in Multi-Stage MPC Formulation for Fully Automated Artificial Pancreas System.
CDC
Patricio Colmegna, Jenny L. Diaz C., Jose F. Garcia-Tirado, Marc D. Breton
2022 J jnl
Main glucose hepatic fluxes in healthy subjects predicted from a phenomenological-based model.
Comput. Biol. Medicine
Carlos E. Builes-Montaño, Laura Lema-Pérez, Jose F. Garcia-Tirado, Hernan Alvarez
2022 — conf
Model Personalization in an Advanced Automated Insulin Delivery System: An In-Silico Exploration.
ICSC
María F. Villa-Tamayo, Jenny L. Diaz C., Marcela Moscoso-Vasquez, Alberto Castillo, Jose F. Garcia-Tirado, Patricio Colmegna, Marc D. Breton
2021 J jnl
Advanced hybrid artificial pancreas system improves on unannounced meal response - In silico comparison to currently available system.
Comput. Methods Programs Biomed.
Jose F. Garcia-Tirado, Dayu Lv, John Corbett, Patricio Colmegna, Marc D. Breton
2021 J jnl
Identifiability of Control-Oriented Glucose-Insulin Linear Models: Review and Analysis.
IEEE Access
Juan David Hoyos Giraldo, María F. Villa-Tamayo, Carlos E. Builes-Montaño, A. Ramirez-Rincón, José Luis Godoy, Jose F. Garcia-Tirado, Pablo S. Rivadeneira
2019 C conf
Ensemble Model Predictive Control Strategies Can Reduce Exercise Hypoglycemia in Type 1 Diabetes: In Silico Studies.
ACC
Jose F. Garcia-Tirado, Patricio Colmegna, John Corbett, Basak Ozaslan, Marc D. Breton
2018 J jnl
A dynamical model of an aeration plant for wastewater treatment using a phenomenological based semi-physical modeling methodology.
Comput. Chem. Eng.
C. Zuluaga-Bedoya, M. Ruiz-Botero, Manuel Ospina-Alarcón, Jose F. Garcia-Tirado
2018 — conf
Black-box Model Identification of Physical Activity in Type-l Diabetes Patients.
EMBC
Simone Faccioli, Basak Ozaslan, Jose F. Garcia-Tirado, Marc D. Breton, Simone Del Favero