| Adaptive impulsive offset-free MPC to handle parameter variations for type 1 diabetes treatment MF Villa-Tamayo, PS Rivadeneira Industrial & Engineering Chemistry Research 59 (13), 5865-5876, 2020 | 23 | 2020 |
| Offset-free MPC strategy for nonzero regulation of linear impulsive systems MF Villa-Tamayo, MA Caicedo, PS Rivadeneira ISA transactions 101, 91-101, 2020 | 21 | 2020 |
| Oncolytic virus therapy benefits from control theory AJN Anelone, MF Villa-Tamayo, PS Rivadeneira Royal Society open science 7 (7), 200473, 2020 | 18 | 2020 |
| Handling parameter variations during the treatment of type 1 diabetes mellitus: In silico results MF Villa Tamayo, MA Caicedo Alvarez, PS Rivadeneira Mathematical Problems in Engineering 2019, 2019 | 14 | 2019 |
| Tumor Reduction Using Oncolytic Viruses Under an Impulsive Nonlinear Estimation and Predictive Control Scheme MF Villa-Tamayo, AJN Anelone, PS Rivadeneira IEEE Control Systems Letters 5 (5), 1705-1710, 2020 | 12 | 2020 |
| Identifiability of control-oriented glucose-insulin linear models: review and analysis JD Hoyos, MF Villa-Tamayo, CE Builes-Montaño, A Ramirez-Rincon, ... IEEE Access 9, 69173-69188, 2021 | 11 | 2021 |
| Glycemic control strategy based on an impulsive mpc with safety layer coupling for iob limitation MF Villa-Tamayo, F León-Vargas, M García-Jaramillo, PS Rivadeneira 2021 American Control Conference (ACC), 3372-3377, 2021 | 8 | 2021 |
| Performance analysis of different embedded systems and open-source optimization packages towards an impulsive MPC artificial pancreas JE Goez-Mora, MF Villa-Tamayo, M Vallejo, PS Rivadeneira Frontiers in Endocrinology 12, 662348, 2021 | 6 | 2021 |
| Interval Safety Layer Coupled With an Impulsive MPC for Artificial Pancreas to Handle Intrapatient Variability MF Villa-Tamayo, M García-Jaramillo, F León-Vargas, PS Rivadeneira Frontiers in Endocrinology 13, 796521, 2022 | 4 | 2022 |
| Accuracy of an Off-Label Transmitter and Data Manager Paired With an Intermittent Scanned Continuous Glucose Monitor in Adults With Type 1 Diabetes MF Villa-Tamayo, CE Builes-Montaño, A Ramirez-Rincón, J Carvajal, ... Journal of Diabetes Science and Technology, 19322968221133405, 2022 | 3 | 2022 |
| Compensación del efecto de variaciones fisiológicas en la glucemia de pacientes diabéticos tipo 1 utilizando control predictivo con entradas impulsivas MF Villa Tamayo Universidad Nacional de Colombia-Sede Medellín, 2021 | 2 | 2021 |
| Deep Neural Network Architectures for an Embedded MPC Implementation: Application to an Automated Insulin Delivery System A Castillo, MF Villa-Tamayo, E Pryor, J Garcia-Tirado, P Colmegna, ... IFAC-PapersOnLine 56 (2), 11521-11526, 2023 | 1 | 2023 |
| Impulsive nonlinear MPC with application to oncolytic virus therapy MF Villa-Tamayo, AJN Anelone, PS Rivadeneira Feedback Control for Personalized Medicine, 189-201, 2022 | 1 | 2022 |
| Validation of the UVA Simulation Replay Methodology Using Clinical Data: Reproducing A Randomized Clinical Trial MF Villa-Tamayo, P Colmegna, MD Breton Diabetes Technology and Therapeutics, 2024 | | 2024 |
| Simulation-driven optimization of insulin therapy profiles in a commercial hybrid closed-loop system JL Diaz C, MF Villa-Tamayo, M Moscoso-Vasquez, P Colmegna | | 2023 |
| Simulation-driven optimization of insulin therapy profiles in a commercial hybrid closed-loop system MF Villa-Tamayo, M Moscoso-Vasquez, P Colmegna Computer Methods and Programs in Biomedicine 242, 107830, 2023 | | 2023 |
| Integration of a Safety Module to Prevent Rebound Hypoglycemia in Closed-Loop Artificial Pancreas Systems MF Villa-Tamayo, P Colmegna, MD Breton Journal of Diabetes Science and Technology, 19322968231212205, 2023 | | 2023 |
| Analysis of an adaptive controller with a sliding mode state observer for a model of type 1 diabetes treatment JD Núñez-López, MF Villa-Tamayo, JP Arango-Restrepo, ... Politécnico Colombiano Jaime Isaza Cadavid, 2023 | | 2023 |
| Model Personalization in an Advanced Automated Insulin Delivery System: An In-Silico Exploration MF Villa-Tamayo, JL Diaz, M Moscoso-Vasquez, A Castillo, ... 2022 10th International Conference on Systems and Control (ICSC), 588-593, 2022 | | 2022 |
| On-line meal detection module coupled with a zone MPC for closed-loop blood glucose control CM Alzate, MF Villa-Tamayo, PS Rivadeneira 2022 IEEE Conference on Control Technology and Applications (CCTA), 1390-1395, 2022 | | 2022 |
Anet J. N. AneloneSaw Swee Hock School of Public Health, National University of SingaporeVerified email at nus.edu.sg
