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Diabetology

Research Publications in Diabetology of Prof. Rolf Johansson

2015

  1. 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.
  2. 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.
  3. 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.
  4. 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

  1. 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.
  2. 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.
  3. 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.
  4. 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

  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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

  1. M. Cescon, R. Johansson. Patient-specific Glucose Metabolism Models for Model Predictive Control of T1DM Glycemia. 5th International Conference on Advanced Technologies and Treatments for Diabetes (ATTD 2012), Barcelona, Spain, 8-11 Feb 2012.
  2. M. Cescon, R. Johansson, E. Renard. Personalized short-term blood glucose prediction in T1DM. 5th International Conference on Advanced Technologies and Treatments for Diabetes (ATTD 2012), Barcelona, Spain, 8-11 Feb 2012.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. M. Stemmann, R. Johansson. Control of Type 1 Diabetes via Risk Minimization for Multi Dose Injection Patients. 5th International Conference on Advanced Technologies and Treatments for Diabetes (ATTD 2012), Barcelona, Spain, 8-11 Feb 2012.
  9. 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.
  10. 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

  1. 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 (I), 50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC-2011), 12-15 December 2011, Orlando, FL, USA

2010

  1. 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. Invited Paper.  32nd Annual International IEEE EMBS Conference (EMBC 2010), August 31 - September 4, 2010, Buenos Aires, Argentina.
  2. 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.
  3. 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.
  4. 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

  1. 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.
  2. 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
  3. 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.
  4. F. Ståhl, R. Johansson, Diabetes Mellitus Modeling and Short-Term Prediction Based on Blood Glucose Measurements, Mathematical Biosciences, Vol. 217, pp. 101-117, 2009.
  5. 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 2020-07-15