Monographs
[1] Marzia Cescon. Modeling and Prediction in Diabetes Physiology. Doctoral Thesis 1099–SE, Department of Automatic Control, Lund University, Sweden, November 2013.
[2] Marzia Cescon. Linear Modeling and Prediction in Diabetes Physiology. Licentiate Thesis 3250–SE, Department of Automatic Control, Lund University, Sweden, June 2011.
[3] Marzia Cescon. Subspace-based Identification of a Parallel Kinematic Manipulator Dynamics. Master’s Thesis 5814–SE, Department of Automatic Control, Lund University, Sweden, May 2008
Journals
[1] Marzia Cescon, S. Deshpande, R. Nimri, F. J. III Doyle, and E. Dassau. Using iterative learning for insulin dosage optimization in multiple-daily-injections therapy for people with type 1 diabetes. IEEE Trans. Biomed. Eng., DOI 10.1109/TBME.2020.3005622, 2020.
[2] Marzia Cescon, D. Choudhary, J.E. Pinsker, V. Dadlani, M. M. Church, Y.C. Kudva, F. J. III Doyle, and E. Dassau. Activity detection and classification from wristband accelerometer data collected on people with type 1 diabetes in free-living conditions. J. Biomed. Health Inform., Under Review.
[3] T. Kaaya, S Wang, Marzia Cescon, and Z. Chen. Physics-based and control-oriented modeling of dielectric elastomer tubular actuator. IEEE/ASME Transactions on Mechatronics, Under Review.
[4] Marzia Cescon, D. DeSalvo, T.T. Ly, D.M. Maahs, L.H. Messer, B.A. Buckingham, F.J. Doyle III, and E. Dassau. Early detection of infusion set failure during pump therapy in type 1 diabetes. Journal of Diabetes Science and Technology, 10:1268–1276, 2016.
[5] Marzia Cescon, Rolf Johansson, and Eric Renard. Subspace-based linear multi-step predictors in type 1 diabetes mellitus. Biomedical Signal Processing and Control, 22:99–110, 2015.
[6] Marzia Cescon, Rolf Johansson, Eric Renard, and Alberto Maran. Identification of individualized empirical models of carbohydrate and insulin effects on T1DM blood glucose dynamics. International Journal of Control. Special Issue on Applications of Continuous-Time Model Identification and Estimation, 87(7):1438–1453, 2014.
Book chapters
[1] Marzia Cescon, Rolf Johansson, and Renard Eric. Predicting Glycemia in Type 1 Diabetes Mellitus with Subspace-based Linear Multi-step Predictors, chapter in Prediction Methods for Blood Glucose Concentration: Design, Use and Evaluation. H. Kirchsteiger, J.B. Jorgensen, E. Renard, L. del Re (Eds.), Springer, 2016.
[2] Marzia Cescon and Rolf Johansson. Subspace-based multi-step predictors for predictive control, chapter in Control-oriented modelling and identification: theory and practice. Lovera, M. (Ed), The institution of engineering and technology (IET), 2015.
[3] Marzia Cescon and Rolf Johansson. Linear Modeling and Prediction in Diabetes Physiology, chapter in Data-driven Modeling for Diagnosis and Treatment of Diabetes. Marmarelis, V. and Mitsis, G. (Eds.), Springer, 2014.
Peer-reviewed conference proceedings
[1] Marzia Cescon, S. Deshpande, F.J. Doyle, and E. Dassau. Iterative learning control with sparse measurements for long-acting insulin injections in people with type 1 diabetes. In Proc. American Control Conference (ACC2019), Philadelphia, PA, July 2019.
[2] Marzia Cescon and Erik Weyer. Modeling and identification of irrigation channel dynamics affected by wind. In Proc. 20th IFAC World Congress (IFAC2017), pages 5386 – 5391, Toulouse, France, 2017.
[3] Marzia Cescon and Erik Weyer. Control of irrigation channels affected by wind stress. In Proc. IEEE 56th Annual Conference on Decision and Control (CDC2017), pages 3425–3430, Melbourne, Australia, 2017.
[4] Aivar Sootla and Marzia Cescon. Modelling type 1 diabetes mellitus blood glucose dynamics as a monotone system. In Proc. 22nd International Symposium on Mathematical Theory of Networks and Systems (MTNS2016), Minneapolis, MN, USA, 2016.
[5] Marzia Cescon and Erik Weyer. Characterization of the wind impact on the Torrumbarry irrigation district and its implications for control. In Proc. Australian Control Conference (AuCC2016), pages 294–298, Newcastle, NSW, 2016.
[6] Rolf Johansson, Marzia Cescon, and Fredrik Ståhl. Continuous-time model identification using non-uniformly sampled data. In 11th IEEE AFRICON 2013 Conference, pages 1–6, Mauritius, 2013.
[7] Marzia Cescon, Rolf Johansson, and Eric Renard. Low-complexity MISO models of T1DM glucose metabolism. In 9th Asian Control Conference (ASCC2013), pages 1–6, Istanbul, Turkey, 2013.
[8] Marzia Cescon, Rolf Johansson, and Eric Renard. Individualized empirical models of carbohydrate and insulin effects on T1DM blood glucose dynamics. In 7th IEEE Multi-Conference on Systems and Control (MSC2013), pages 258–263, Hyderabad, India, 2013.
[9] Marzia Cescon, Meike Stemmann, and Rolf Johansson. Impulsive predictive control of T1DM glycemia: an in-silico study. In ASME 5th Annual Dynamic Systems and Control Conference (DSCC2012), pages 319–326, Fort Lauderdale, FL, USA, 2012.
[10] Marzia Cescon and Eric Renard. Adaptive subspace-based prediction of T1DM glycemia. In Proc. 50th IEEE Conference on Decision and Control and European Control Conference, pages 5164–5169, Orlando, FL, 2011.
[11] Marzia Cescon and Rolf Johansson. On data-driven multistep subspace-based linear predictors. In Proc. 18th IFAC World Congress (IFAC2011), pages 11447–11452, Milano, Italy, 2011.
[12] Marzia Cescon and Rolf Johansson. Multi-step-ahead multivariate predictors: a comparative analysis. In Proc. 49th IEEE Conference on Decision and Control (CDC2010), pages 2837–2842, Atlanta, USA, 2010.
[13] Marzia Cescon, Fredrik Ståhl, Mona Landin-Olsson, and Rolf Johansson. Subspace-based model identification of diabetic blood glucose dynamics. In Proc. 15th IFAC Symposium on System Identification (SYSID2009), pages 233–238, Saint-Malo, France, 2009.
[14] Marzia Cescon and Rolf Johansson. Glycemic trend prediction using empirical model identification. In Proc. 48th IEEE Conference on Decision and Control (CDC2009), pages 3501–3506, Shanghai, P.R.China, 2009.
[15] Marzia Cescon, Isolde Dressler, Rolf Johansson, and Anders Robertsson. Subspace-based identification of compliance dynamics of parallel kinematic manipulator. In Proc. 2009 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM2009), pages 1028–1033, Singapore, 2009.
Peer-reviewed abstracts
[1] D. Choudhary, M. Jaloli, and Marzia Cescon. Characterising sympathetic response with power spectral density analysis. In Proc. 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EBMC2020), Montreal, Canada, 2020.
[2] V. Dadlani, J.E. Pinsker, K. Kumari, R. J. Kaur, C.C Andre, Marzia Cescon, S.K. McCrady-Spitzer, M. M. Church, C. Reid, D. Choudhary, F.J. Doyle III, E. Dassau, and Y.C. Kudva. Self-reported acute psychological stress is associated with CGM based hyperglycemia in type 1 diabetes. In Proc. 79th American Diabetes Association Scientific Sessions (ADA2019), San Francisco, CA, USA, 2019.
[3] C.C. Andre, Y.C. Kudva, V. Dadlani, Marzia Cescon, S.K. McCrady-Spitzer, M. M. Church, C. Reid, K. Kumari, D. Choudhary, F.J. Doyle III, E. Dassau, and J.E. Pinsker. Perceived barriers to physical activity in people with type 1 diabetes using CGM. In Proc. 79th American Diabetes Association Scientific Sessions (ADA2019), San Francisco, CA, USA, 2019.
[4] Divya Choudhary, Marzia Cescon, J.E. Pinsker, V. Dadlani, K. Kumari, C. Reid, C. Andre, M.M. Church, Y.C. Kudva, F.J. Doyle, and E. Dassau. Activity detection and activity level categorization in free-living subjects with type 1 diabetes. In Proc. 18th Diabetes Technology Meeting (DTM2018), Bethesda, MD, 2018.
[5] Marzia Cescon, E. Dassau, D. DeSalvo, T.T. Ly, D.M. Maahs, L.H. Messer, B.A. Buckingham, and F.J. Doyle III. Early detection of infusion set failure during pump therapy in type 1 diabetes. In Proc. 75th American Diabetes Association Scientific Sessions (ADA2015), Boston, MA, USA, 2015.
[6] Marzia Cescon and Rolf Johansson. Meal and insulin effects on blood glucose dynamic modeling. In 13th Diabetes Technology Meeting (DTM2013), San Francisco, CA, USA, 2013.
[7] Marzia Cescon, Rolf Johansson, Eric Renard, and Jerome Place. Modeling the impact of a standardized breakfast on T1DM fasting blood glucose. In 12th Diabetes Technology Meeting (DTM2012), Bethesda, MD, USA, 2012.
[8] Marzia Cescon, Rolf Johansson, and Eric Renard. Personalized short-term blood glucose prediction in T1DM. In Proc. 5th International Conference on Advanced Technologies and Treatments for Diabetes (ATTD2012), Barcelona, Spain, 2012.
[9] Marzia Cescon and Rolf Johansson. Patient-specific glucose metabolism models for model predictive control of T1DM glycemia. In Proc. 5th International Conference on Advanced Technologies and Treatments for Diabetes (ATTD2012), Barcelona, Spain, 2012.
[10] Fredrik Ståhl, Marzia Cescon, Rolf Johansson, and Eric Renard. Infinite horizon prediction of postprandial breakfast plasma glucose excursion. In Proc. 9th Diabetes Technology Meeting (DTM2009), San Francisco, CA, 2009.
[11] Marzia Cescon, Fredrik Ståhl, Rolf Johansson, and Mona Landin-Olsson. Short-term diabetes blood glucose prediction based on blood glucose measurements. In Proc. 2nd International Conference on Advanced Technologies and Treatments for Diabetes (ATTD2009), Athens, Greece, 2009.