PUBLICATIONS & RESEARCH PROJECTS
Research projects
Journal Publications & Conference Proceedings
A new generation of closed-loop control algorithms for glucose regulation in diabetic patients using bio-inspired models
CONACyT-ECOS-SEP-ANUIES 296692
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This project is a bilateral research between CITEDI-IPN, Mx., and the IMS Laboratory of the University of Bordeaux, Fr. The project pursuits the design of new closed-loop glucose regulation algorithms in Diabetes Mellitus Type 1 patients. We consider commercial continuous glucose monitoring systems and alternative biosensors to measure the pancreatic islets' electric activity.
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Participants:
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Alejandra Ferreira de Loza, PhD (Mexican director)
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Héctor Ríos Barajas, PhD (Mexican researcher)
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J. Roberto Franco Jaramillo, M.Sc (Mexican Ph.D. student)
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​David Henry, Prof. (French director)
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Jérôme Cieslak, Prof. (French researcher participant)
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Louis Cassany, M. Sc (French Ph.D. student)
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Martin Faure, PhD (French Ph.D. student)
Publications:
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Franco, R., Ferreira de Loza, A., Rios, H., Cassany, L., Gucik-Derigny, D., Cieslak, J., . . . Olcomendy, L. (2021). Output-feedback sliding-mode controller for blood glucose regulation in critically ill patients affected by type 1 diabetes. IEEE Transactions on Control Systems Technology, 29(6), 2704-2711. https://doi.org/10.1109/TCST.2020.3046420
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Olçomendy, L., Cassany, L., Pirog, A., Franco, R., Puginier, E., Jaffredo, M., Gucik-Derigny, D., Ríos, H., Ferreira de Loza, A., Gaitan, J., Raoux, M., Bornat, Y., Catargi, B., Lang, J., Henry, D., Renaud, S., Cieslak, J. (2022). Towards the integration of an islet-based biosensor in closed-loop therapies for patients with type 1 diabetes. Frontiers in Endocrinology, 13, https://doi.org/10.3389/fendo.2022.795225
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R. Franco, H. Ríos, A. Ferreira de Loza, L. Cassany, D. Gucik-Derigny, J. Cieslak and D. Henry. “Parameter Identification and State Estimation for a Diabetic Glucose-Insulin Model via an Adaptive Observer”. International Journal of Robust and Nonlinear Control, DOI: https://doi.org/10.1002/rnc.6030, 2022.
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L. Cassany, D. Gucik-Derigny, J. Cieslak, D. Henry, R. Franco, A. Ferreira de Loza, H. Ríos, L. Olçomendy, A. Pirog, Y. Bornat, S. Renaud and B. Catargi. “A Robust Control solution for Glycaemia Regulation of Type-1 Diabetes Mellitus”. In the 2021 European Control Conference, Rotterdam, Netherlands, 2021, pp. 327-332.
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L. Cassany, D. Gucik-Derigny, J. Cieslak, D. Henry, R. Franco, A. Ferreira de Loza, H. Ríos, L. Olçomendy, A. Pirog, Y. Bornat, S. Renaud and B. Catargi. “A Robust Control Approach for Blood Glucose Regulation in Type-1 Diabetes”. In the 11th IFAC Symposium on Biological and Medical Systems, Ghent, Belgium, 2021, pp. 460–465.
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R. Franco, H. Ríos, A. Ferreira de Loza, D. Efimov, L. Cassany, D. Gucik-Derigny, J. Cieslak and D. Henry. “Blood Glucose Regulation in Patients with Type 1 Diabetes Mellitus: A Robust MRAC Approach”. In the 60th IEEE Conference on Decision and Control, Austin, Texas, USA, 2021, pp. 661–666.
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R. Franco, A. Ferreira de Loza, H. Ríos, L. Cassany, D. Gucik-Derigny, J. Cieslak, D. Henry and L. Olçomendy. “Regulación de Glucosa en la Sangre en Pacientes con Diabetes Mellitus Tipo 1 usando Control por Realimentación de Salida”. In the 27° Congreso Argentino de Control Automático AADECA’20 Virtual, pp. 58-63.
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R. Franco, H. Ríos, A. Ferreira de Loza, L. Cassany, D. Gucik-Derigny, J. Cieslak and D. Henry. “Adaptive Estimation for an Insulin–Glucose Model”. In the 2021 Congreso Nacional de Control Automático, Guanajuato, México, pp. 1–5.
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R. Franco, H. Ríos, A. Ferreira de Loza, D. Efimov, L. Cassany, D. Gucik-Derigny, J. Cieslak and D. Henry. “Robust Model Reference Adaptive Control for an Insulin–Glucose Model”. In the 2021 Congreso Nacional de Control Automático, Guanajuato, México, pp. 154–159.