Galeno - Publications

Papers

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2013

A linear model for estimating propofol individualized dosage.

IFAC BMS 2012: Modeling in Anaesthesia and Intensive Care, Journal of Clinical Monitoring and Computing (JCMC), 2013.
C. Rocha, T. Mendonça, and M. E. Silva.
State: Submitted.

A nonlinear continuous-discrete filter with model parameter uncertainty and application to anesthesia.

52nd IEEE Conference on Decision and Control (CDC’13). December 10-13, Palazzo dei Congressi, Florence, Italy, 2013.
J. M. Lemos, C. Rocha, T. Mendonça, and M. E. Silva.
State: Submitted.

A polynomial design approach to robust control of neuromuscular blockade of patients subject to general anesthesia.

52nd IEEE Conference on Decision and Control (CDC’13). December 10-13, Palazzo dei Congressi, Florence, Italy, 2013.
D. V. Caiado, J. M. Lemos, B. A. Costa, L. A. Paz, and T. F. Mendonça.
State: Submitted.

A simple PK/PD model identification procedure for controller design in anesthesia.

52nd IEEE Conference on Decision and Control (CDC’13). December 10-13, Palazzo dei Congressi, Florence, Italy, 2013.
F. Nogueira, T. Mendonça, and P. Rocha.
State: Submitted.

Automatic control of the NMB level in general anaesthesia with a switching total system mass control strategy.

IFAC BMS 2012: Modeling in Anaesthesia and Intensive Care, Journal of Clinical Monitoring and Computing (JCMC), 2013.
M. Teixeira, T. Mendonça, P. Rocha, and R. Rabiço.

Design of depth of anesthesia controllers in the presence of model uncertainty.

21st Mediterranean Conference on Control and Automation, (MED'13). June 25-28, Minoa Palace Resort & Spa, Platanias-Chania, Crete-Greece, 2013.
D. V. Caiado, J. M. Lemos, B. A. Costa, M. M. Silva and T. F. Mendonça.
State: Presented.

Improvement of the BIS reference tracking performance in the presence of parameters uncertainties.

21st Mediterranean Conference on Control and Automation, (MED'13). June 25-28, Minoa Palace Resort & Spa, Platanias-Chania, Crete-Greece, 2013.
F. Nogueira, T. Mendonça, and P. Rocha.
State: Presented.

Individualizing propofol dosage: a multivariate linear model approach.

Journal of Clinical Monitoring and Computing (JCMC), Springer Netherlands, pp.1-12, September 2013.
C. Rocha, T. Mendonça, and M. E. Silva.

Local identifiability and sensitivity analysis of neuromuscular blockade and depth of hypnosis models.

Computer Methods and Programs in Biomedicine, (CMPB), July, 2013.
M. M. Silva, J. M. Lemos, A. Coito, B. A. Costa, T. Wigren and T. Mendonca.
State: Accepted.

Modelling Neuromuscular Blockade: a stochastic approach based on clinical data.

Mathematical and Computer Modelling of Dynamical Systems (MCMDS), 2013.
C. Rocha, T. Mendonça, and M. E. Silva.

On-line atracurium dose prediction: a nonparametric approach.

Statistics in Medicine, 2013.
C. Rocha, T. Mendonça, and M. E. Silva.
State: Submitted.

Pharmacokinetics of propofol in pigs – development of a new pharmacokinetic model.

Anesthesiology™ 2013 Annual Meeting, October 12-16, San Francisco, California-USA, 2013.
A. Silva, J. Monteiro, H. Gonçalinho, C. Venâncio, S. Campos, P. Fresco, P. Amorim, P. G. Pinho, and D.A Ferreira.
State: Accepted.

Probabilistic Description of Model Set Response in Neuromuscular Blockade.

Advances in Systems Science, Advances in Intelligent Systems and Computing, 2013.
C. Rocha, J. M. Lemos, T. Mendonça and M. E. Silva.

Quantification of the multiplicative uncertainty in the linearized minimally parameterized parsimonious Wiener model for the neuromuscular blockade in closed-loop anesthesia.

21st Mediterranean Conference on Control and Automation, (MED'13). June 25-28, Minoa Palace Resort & Spa, Platanias-Chania, Crete-Greece, 2013.
M. M. Silva, T. Wigren, A. M. Medvedev and T. Mendonça.
State: Presented.

Quantification of the multiplicative uncertainty in the linearized minimally parameterized parsimonious Wiener model for the neuromuscular blockade in closed-loop anesthesia.

21st Mediterranean Conference on Control and Automation, (MED'13). June 25-28, Minoa Palace Resort & Spa, Platanias-Chania, Crete-Greece, 2013.
M. M. Silva, T. Wigren, A. M. Medvedev and T. Mendonça.
State: Presented.

Realtime algorithm for changes detection in depth of anesthesia signals.

Evolving Systems, Volume 4, Issue 1, pp. 3-12, March 2013.
R. Sebastião, M. M. Silva, R. Rabiço, J. Gama, and T. Mendonça.

Robust control of depth of anesthesia based on H_inf control.

Archives of Control Science, Volume 23, Issue 1, pp. 5-23, 2013.
D. V. Caiado, J. M. Lemos and B. A. Costa.

Self-calibrating total-mass controller for the neuromuscular blockade matching the anesthesiologists mindset.

21st Mediterranean Conference on Control and Automation, (MED'13). June 25-28, Minoa Palace Resort & Spa, Platanias-Chania, Crete-Greece, 2013.
L. A. Paz, M. M. Silva, S. Esteves and T. Mendonça.
State: Presented.

Tracking the BIS level in general anesthesia by a novel positive control strategy.

Computer methods and programs in biomedicine (CMPB), 2013.
F. Nogueira, T. Mendonça, and P. Rocha.
State: Submitted.

2012

A bi-phase algorithm to identify hypnotic models of patients subject to deep sedation for ultrasonographic endoscopy.

16th IFAC Symposium on System Identification (SYSID’12), Brussels, Belgium, Jul 2012.
J. M. Lemos, J. Gomes, B. Costa, P. Gambús, E. W. Jensen, and T. Mendonça.

A linear model for estimating propofol individualized dosage.

8th IFAC Symposium on Biological and Medical Systems (BMS’12), Budapest, Hungary, Aug 2012.
C. Rocha, T. Mendonça, M. de Oliveira, and M. E. Silva.

Adaptive control of propofol-induced hypnosis in anesthesia using a minimally parameterized Wiener model.

Proc. Reglermöte, Uppsala, Sweden, Jun 13-14, 2012.
M. M. Silva, and T. Wigren.

A set-valued observer approach to multiple-model adaptive control of neuromuscular blockade.

2012 American Control Conference (ACC’12), Montréal, Canada, Jun 2012.
P. Rosa, J. M. Lemos, T. Mendonça, and C. Silvestre.

Comparing different identification approaches for the depth of anesthesia using bis measurements.

16th IFAC Symposium on System Identification, (SYSID’12), Brussels, Belgium, Jul 2012.
T. Mendonça, H. Alonso, M. M. Silva, S. Esteves, and M. Seabra.

Comparison of dose variability calculated by traditional method with the variability of propofol plasmatic concentrations in rabbits – preliminary results of a pk/pd model development.

XLIII Reunião Anual da Sociedade Portuguesa de Farmacologia (SPF 2012), Lisboa, Portugal, 2012.
S. Campos, J. Monteiro, A. Silva, P. Fresco, P. G. Pinho, and L.Tavares.

Contributions to a decision support system based on depth of anesthesia signals.

25th IEEE International Symposium on Computer-Based Medical Systems (CBMS’12), Rome, Italy, Jun 2012.
R. Sebastião, M. M. Silva, J. Gama, and T. Mendonça.

Control of neuromuscular blockade with gaussian process models.

Biomedical Signal Processing and Control, Available online 4 December 2012.
J. M. Lourenço, J. M. Lemos and J. S. Marques.

Control of rocuronium-induced neuromuscular blockade via online identification of a two-parameters wiener model.

16th IFAC Symposium on System Identification (SYSID’12), Brussels, Belgium, Jul 2012.
M. M. Silva, R. Rabiço, T. Mendonça, and T. Wigren.

Exact linearizing adaptive control of propofol and remifentanil using a depth of anesthesia minimally parameterized wiener model.

51st IEEE Conference on Decision and Control (CDC’12), Maui, Hawaii, Dec 2012.
M. M. Silva, T. Wigren, and T. Mendonça.

Local identifiability and sensitivity analysis of neuromuscular blockade and depth of hypnosis models.

Computer Methods and Programs in Biomedicine (CMPB), Jul 2012.
M. M Silva, J. M. Lemos, A. Coito, B. A. Costa, T. Wigren and T. Mendonça.

Neuromuscular blockade control based on self-oscillating adaptive systems.

10th Portuguese Conference on Automatic Control (Control'12), Funchal, Madeira, Jul 2012.
B. A. Costa and J. M. Lemos.

Nonlinear identification of a minimal neuromuscular blockade model in anesthesia.

IEEE Transactions on Control Systems Technology, Jan 2012.
M. M. Silva, T. Wigren, and T. Mendonça.

Online evaluation of a changes detection algorithm for depth of anesthesia signals.

8th IFAC Symposium on Biological and Medical Systems (BMS’12), Budapest, Hungary, Aug 2012.
R. Sebastião, M. M. Silva, R. Rabiço, J. Gama, and T. Mendonça.

Output teference tracking for miso positive systems in general anesthesia.

8th IFAC Symposium on Biological and Medical Systems (BMS’12), Budapest, Hungary, Aug 2012.
F. Nogueira, T. Mendonça, and P. Rocha.

Predictive Adaptive Control of Neuromuscular Relaxation.

20th Mediterranean Conf. on Control and Automation (MED’12), Barcelona, Spain, Jul 2012.
B. A. Costa, and J. M. Lemos.

Robust Pole-Placement Control of Neuromuscular Blockade.

10th Portuguese Conference on Automatic Control (Control'12), Funchal, Madeira, Jul 2012.
D. V. Caiado, J. M. Lemos, B. A. Costa.

Tracking the nmb level via a switching system mass control strategy.

8th IFAC Symposium on Biological and Medical Systems (BMS’12), Budapest, Hungary, Aug 2012.
M. Teixeira, T. Mendonça, and P. Rocha.

2011

A compartmental model-based control strategy for neuromuscular blockade level.

18th IFAC World Congress, Milano, Italy, Aug 2011.
J. Almeida, M. M. Silva, T. Mendonça, and P. Rocha.

A control strategy for a new minimal parameterized compartmental model for nmb level.

Proc. American Society of Anesthesiology Annual Meeting (ASA'11), Chicago, Illinois, USA, Oct 2011.
J. Almeida, M. M. Silva, T. Mendonça, P. Rocha, and S. Esteves.

An improved strategy for nmb control with parameter uncertainty.

50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC'11), Orlando, FL, USA, Dec 2011.
J. Almeida, T. Mendonça, and P. Rocha.

Batch identiﬁcation of neuromuscular blockade models.

19th Mediterranean Conference on Control and Automation (MED'11), Corfu, Greece, Jun 2011.
J. M. Lemos, J. Gomes, B. A. Costa, T. Mendonça, and A. Coito.

Contributions to an advisory system for changes detection in depth of anesthesia signals.

13th Conference on Artiﬁcial Intelligence in Medicine (AIME'11), Bled, Slovenia, Jul 2011.
R. Sebastião, M. M. Silva, J. Gama, and T. Mendonça.

PDF

Integrated design system for monitoring, digital processing and control in anesthesia.

Proc. American Society of Anesthesiology Annual Meeting (ASA'11), Chicago, Illinois, USA, Oct 2011.
L. Paz, T. Mendonça, J. Almeida, M. M. Silva, S. Esteves, and B. A. Costa.

Nonlinear adaptive control of the neuromuscular blockade in anesthesia.

50th IEEE Conference on Decision and Control and European Control Conference (CDC-ECC'11), Orlando, FL, USA, Dec 2011.
M. M. Silva, T. Mendonça, and T. Wigren.

Prediction error identiﬁcation of minimally parameterized wiener models in anesthesia.

18th IFAC World Congress, Milano, Italy, Aug 2011.
M. M. Silva.

Sedation-analgesia with propofol and remifentanil: new model for individualized bis prediction.

Proc. American Society of Anesthesiology Annual Meeting (ASA'11), Chicago, Illinois, USA, Oct 2011.
M. M. Silva, T. Wigren, T. Mendonça, E. W. Jensen, and P. Gambús.

2010

Others

An adaptive controller for propofol in anesthesia under synergistc remifentanil disturbances.

Technical Report 2012-011, Uppsala University, Department of Information Technology, 2012.
M. M. Silva, T. Wigren, and T. Mendonça.

Aplicação de modelos com dados em painel - estudo de caso.

Comunicação Oral, XIX Congresso Anual da SPE, 2011.
C. Rocha, M. Oliveira, and T. Mendonça.

PDF

Control of neuromuscular blockade with gaussian process models.

INESC-ID Technical Report no 33/2011, 2011.
J. M. Lourenço, J. M. Lemos and J. S. Marques.

PDF

DoA: A study on robust control design with model clustering.

INESC-ID Technical Report no 8/2013, 2013.
D. V. Caiado, J. M. Lemos and B. A. Costa.

Model identiﬁcation for control of patients subject to general anesthesia.

INESC-ID Technical Report no 30/2011, 2011.
A. Coito, J. M. Lemos, and B. A. Costa.

PDF

Modelos de simulação para o bloqueio neuromuscular - uma análise estatística.

Comunicação Oral, XIX Congresso Anual da SPE, 2011.
C. Rocha, M. E. Silva, and T. Mendonça.

PDF

Nonlinear Identification of a Minimal NeuroMuscular Blockade Model in Anaesthesia.

Technical Report 2090-023, Uppsala University, Department of Information Technology, 2009.
M. M. Silva, T. Wigren, and T. Mendonça.

Online Nonlinear Identification of the Effect of Drugs in Anaesthesia Using a Minimal Parameterization and BIS Measurements.

Technical Report 2010-008, Uppsala University, Department of Information Technology, 2010.
M. M. Silva, T. Wigren, and T. Mendonça.

Robust Control of Depth of Anesthesia based on H_inf design.

INESC-ID Technical Report no 6/2013, 2013.
D. V. Caiado, J. M. Lemos and B. A. Costa.

Robust Control of Depth of Anesthesia based on H_inf design.

INESC-ID Technical Report no 7/2013, 2013.
D. V. Caiado, J. M. Lemos and B. A. Costa.

Robust Control of Neuromuscular Blockade of Patients Subject to General Anesthesia - A polynomial Approach.

INESC-ID Technical Report no 9/2013, 2013.
D. V. Caiado, J. M. Lemos and B. A. Costa.

Next Conferences

[ACC'13] 2013 American Control Conference. June 17-19, Washington, DC.

[CBMS'13] 26th International Symposium on Computer-Based Medical Systems. June 20-22, Porto, Portugal.

[MED'13] 21st Mediterranean Conference on Control and Automation. June 25-28, Platanias-Chania, Crete - Greece.

[EMBC'13] 35th International Conference of the IEEE Engineering in Medicine and Biology Society. July 3-7, Osaka, Japan.

[ECC'13] 12th European Control Conference. July 17-19, Zurich, Switzerland.

[MSC'13] 2013 IEEE Multi-Conference on Systems and Control. August 28–30, Hyderabad, India.

[CDC'13] 52nd IEEE Conference on Decision and Control. December 10-13, Florence, Italy.

More Information: All Conferences

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