Diabetology
Research Publications in Diabetology of Prof. Rolf Johansson
2015
- M. Cescon, R. Johansson, E. Renard, Subspace-Based Linear Multi-Step Predictors in Type 1 Diabetes Mellitus, Biomedical Signal Processing and Control, Vol. 22, 2015, pp. 99-110.
- M. Cescon, M. and R. Johansson, Subspace-Based Multi-Step Predictors for Predictive Control, In M. Lovera (Ed.) Control-Oriented Modelling and Identification: Theory and Practice. Institution of Engineering and Technology, 2015, pp. 125-142.
- F. Ståhl, R. Johansson, and M. Landin Olsson, Predicting Nocturnal Hypoglycemia Using a Non-Parametric Insulin Action Model, Proc. 2015 IEEE Int. Conf. Systems, Man, and Cybernetics (SMC 2015), Oct 9-12, 2015, Hong Kong, pp. 1583 - 1588, DOI: 10.1109/SMC.2015.280.
- F. Ståhl, E. Lindström, M. Landin Olsson, and R. Johansson, Kernel-based Estimate of the Insulin Action of Rapid-Acting Insulin in Home-Monitored Data, Preprints IFAC Symp. System Identification (SYSID 2015), Oct 19-21, 2015, Beijing, China.
2014
- M. Cescon, R. Johansson, E. Renard and A. Maran. Identification of Individualized Empirical Models of Carbohydrate and Insulin Effects on T1DM Blood Glucose Dynamics, International Journal of Control, Vol. 87, No. 7, 2014, pp. 1438–1453.
- M. Cescon and R. Johansson, Linear Modeling and Prediction in Diabetes Physiology, In V. Marmarelis & G. Mitsis (Eds.), Data-Driven Modeling for Diabetes—Diagnosis and Treatment, Lecture Notes in Bioengineering, Springer, Berlin Heidelberg, 2014, pp. 187-222.
- H. Kirchsteiger, R.Johansson, E. Renard, L. del Re, Continuous-Time Interval Model Identification of Blood Glucose Dynamics for Type 1 Diabetes, International Journal of Control, Vol. 87, No. 7, 2014, pp. 1454-1466.
- F. Ståhl, R. Johansson, E, Renard, Ensemble Glucose Prediction in Insulin-Dependent Diabetes. In V. Marmarelis & G. Mitsis (Eds.), Data-Driven Modeling for Diabetes—Diagnosis and Treatment, Lecture Notes in Bioengineering, Springer, Berlin Heidelberg, 2014, pp. 37-71.
2013
- M. Cescon, R. Johansson, E. Renard, Low-Complexity MISO Models of T1DM Glucose Metabolism, Proc. 9th Asian Control Conference (ASCC 2013), June 23-26, 2013, Istanbul, Turkey.
- M. Cescon, R. Johansson and E. Renard, Individualized Empirical Models of Carbohydrate and Insulin Effects on T1DM Blood Glucose Dynamics, Proc. 2013 IEEE Multi-conference on Systems and Control (MSC 2013), Hyderabad, India, August 28-30, 2013, pp. 258-263.
- F. Ståhl, R. Johansson, E. Renard, Investigation of the Difference in Post-Prandial Glucose Excursion Based on Meal Categorization. In Diabetes Technology Meeting 2013 (DTM 2013), San Francisco, CA, USA, Oct 31–Nov 2, 2013.
- F. Ståhl, R. Johansson, E. Renard, Intrapersonal Variability in Post-Prandial Response Based on Meal Categorization. In Diabetes Technology Meeting 2013 (DTM 2013), San Francisco, CA, USA, Oct 31–Nov 2, 2013.
- F. Ståhl, R. Johansson, E. Renard, Model-Based Estimates of the Post-Prandial Response to Carbohydrate and Insulin and of the Carbohydrate-to-Insulin Ratio. In American Diabetes Association 73rd Scientific Session (ADA 2013), June 21-25, 2013, Chicago, IL, USA.
- F. Ståhl, R. Johansson, E. Renard, Investigation of the Relationship between Elevated Levels of Insulin Antibodies and Prolonged Insulin Action. In The 6th International Conference on Advanced Technologies & Treatments for Diabetes (ATTD 2013), Paris, France, Feb 27-Mar 2, 2013.
2012
- M. Cescon, R. Johansson. Patient-specific Glucose Metabolism Models for Model Predictive Control of T1DM Glycemia. In 5th International Conference on Advanced Technologies and Treatments for Diabetes (ATTD 2012), Barcelona, Spain, 8-11 Feb 2012.
- M. Cescon, R. Johansson, E. Renard. Personalized Short-Term Blood Glucose Prediction in T1DM. In 5th International Conference on Advanced Technologies and Treatments for Diabetes (ATTD 2012), Barcelona, Spain, 8-11 Feb 2012.
- M. Cescon, R. Johansson, E. Renard, J. Place. Modeling the Impact of a Standardized Breakfast on T1DM Fasting Blood Glucose. In 12th Annual Diabetes Technology Meeting (DTM 2012), Bethesda, MD, USA, Nov 8-10 2012.
- M. Cescon, M. Stemmann, R. Johansson. Impulsive Predictive Control of T1DM Glycemia: an In-Silico Study. In Reglermöte 2012, Uppsala, Sweden, June 13-14, 2012.
- M. Cescon, M. Stemmann, R. Johansson. Impulsive Predictive Control of T1DM Glycemia: An In-Silico Study. Proc. ASME 2012 5th Annual Dynamic Systems and Control Conference & JSME 2012 11th Motion and Vibration Conference (DSCC2012-MOVIC 2012), Oct 17-19, 2012, Fort Lauderdale, Florida, USA. Best-Paper-in-Session Award.
- F. Ståhl, R. Johansson. Receding Horizon Prediction by Bayesian Combination of Multiple Predictors. Proc. 51st IEEE Conf. Decision and Control (CDC 2012), December 10-13, 2012. Maui, Hawaii, USA, pp. 5278-5285.
- F. Ståhl, R. Johansson, E. Renard. Bayesian Combination of Multiple Plasma Glucose Predictors. Proc. 34th Annual International Conference of the IEEE EMBS (EMBC 2012), Aug 28-Sep 1, 2012, San Diego, CA, USA, pp. 2839-2844.
- M. Stemmann, R. Johansson. Control of Type 1 Diabetes via Risk Minimization for Multi Dose Injection Patients. In 5th International Conference on Advanced Technologies and Treatments for Diabetes (ATTD 2012), Barcelona, Spain, 8-11 Feb 2012.
- M. Stemmann, R. Johansson. Diabetic Blood Glucose Control via Optimization over Insulin and Glucose Doses, Proc. 8th IFAC Symposium on Biological and Medical Systems (BMS 2012), August 29-31, 2012, Budapest, Hungary.
- D. M. Tilbury, E. Renard, R. Johansson, Integrating Multiple Controllers to Balance Competing Performance Objectives: Application to Blood Glucose Management, Proc. ASME 2012 5th Annual Dynamic Systems and Control Conference & JSME 2012 11th Motion and Vibration Conference (DSCC2012-MOVIC 2012),Fort Lauderdale, Florida, USA, Oct 17-19, 2012.
2011
- H. Kirchsteiger, S. Pölzer, R. Johansson, E. Renard, L. del Re, Direct Continuous-Time System Identification of MISO Transfer Function Models Applied to Type 1 Diabetes, Proc. 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC-2011), 12-15 December 2011, Orlando, FL, USA
2010
- J. U. Poulsen, A. Avogaro, F. Chauchard, C. Cobelli, R. Johansson, L. Nita, M. Pogose, L. del Re, E. Renard, S. Sampath, F. Saudek, M. Skillen, J. Soendergaard, A Diabetes Management System Empowering Patients to Reach Optimised Glucose Control: From Monitor to Advisor. Proc. 32nd Annual International IEEE EMBS Conference (EMBC 2010), August 31 - September 4, 2010, Buenos Aires, Argentina. Invited Paper.
- F. Ståhl and R. Johansson, Observer Based Plasma Glucose Prediction in Type 1 Diabetes, Proc. 2010 IEEE Multi-conference on Systems and Control (MSC 2010), September 8-10, 2010, Yokohama, Japan, pp. 1620-1625.
- F. Ståhl, R. Johansson, E. Renard, Post-Prandial Plasma Glucose Prediction in Type I Diabetes Based on Impulse Response Models, Proc. 32nd Annual International IEEE EMBS Conference (EMBC 2010), August 31 - September 4, 2010, Buenos Aires, Argentina, pp. 1324-1327.
- M. Stemmann, F. Ståhl, J. Lallemand, E. Renard, R. Johansson, Sensor Calibration Models for a Non-Invasive Blood Glucose Measurement Sensor, Proc. 32nd Annual International IEEE EMBS Conference (EMBC 2010), August 31 - September 4, 2010, Buenos Aires, Argentina, pp. 4979-4982.
2009
- M. Cescon, F. Ståhl, M. Landin-Olsson ,and R. Johansson, Subspace-Based Model Identification of Diabetic Blood Glucose Dynamics, Proc. 15th IFAC Symposium on System Identification (SYSID 2009), July 6-8, 2009, Saint-Malo, France.
- M. Cescon and R. Johansson, Glycemic Trend Prediction Using Empirical Model Identification, Proc. Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference (CDC 2009 & CCC 2009), Shanghai, P.R. China, December 16-18, 2009, pp. 3501-3506
- M. Cescon, F. Ståhl, M. Landin-Olsson, R. Johansson. Short-Term Diabetes Blood Glucose Prediction Based On Blood Glucose Measurements, Advanced Technologies and Treatments for Diabetes 2009, Athens, Greece, February 2009.
- F. Ståhl, R. Johansson, Diabetes Mellitus Modeling and Short-Term Prediction Based on Blood Glucose Measurements, Mathematical Biosciences, Vol. 217, pp. 101-117, 2009.
- F. Ståhl, M. Cescon, R. Johansson, E.Renard. Infinite Horizon Prediction of Post Prandial Breakfast Glucose Excursion, Diabetes Technology Meeting 2009, San Francisco, CA, November 2009.
/Rolf Johansson 2023-08-31