Philipp Rostalski

According to our database, Philipp Rostalski authored at least 50 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Special issue AUTOMED.

Philipp Rostalski, Thomas Schanze, Thomas Seel

Autom., May, 2024

A switching lung mechanics model for detection of expiratory flow limitation.

Carlotta Hennigs, Franziska Bilda, Jan Graßhoff, Stephan Walterspacher, Philipp Rostalski

Autom., May, 2024

Signal quality evaluation of single-channel respiratory sEMG recordings.

Julia Sauer, Marlin Siebert, Lukas Boudnik, Niklas M. Carbon, Stephan Walterspacher, Philipp Rostalski

Biomed. Signal Process. Control., January, 2024

Automated Computation of Therapies Using Failure Mode and Effects Analysis in the Medical Domain.

Malte Luttermann, Edgar Baake, Juljan Bouchagiar, Benjamin Gebel, Philipp Grüning, Dilini Manikwadura, Franziska Schollemann, Elisa Teifke, Philipp Rostalski, Ralf Möller

CoRR, 2024

2023

Anatomy-guided domain adaptation for 3D in-bed human pose estimation.

Alexander Bigalke, Lasse Hansen, Jasper Diesel, Carlotta Hennigs, Philipp Rostalski, Mattias P. Heinrich

Medical Image Anal., October, 2023

Model-Based Estimation of Inspiratory Effort Using Surface EMG.

Jan Graßhoff, Eike Petersen, Stephan Walterspacher, Philipp Rostalski

IEEE Trans. Biomed. Eng., 2023

Uncertainty Analysis of Deep Kernel Learning Methods on Diabetic Retinopathy Grading.

Marlin Siebert, Jan Graßhoff, Philipp Rostalski

IEEE Access, 2023

2022

Special issue: AUTOMED 2021: Automation in Medical Technology.

Georg Rauter, Thomas Seel, Philipp Rostalski

Autom., 2022

Model-based analysis and optimization of pressure-controlled ventilation of COPD patients in relation to BMI.

Carlotta Hennigs, Kai Brehmer, Tim Tristan Hardel, Philipp Rostalski

Autom., 2022

Concept for the testing of automated functions in therapeutic medical devices.

Sandra Henn, Bastian Kabuth, Franziska Schollemann, Carlotta Hennigs, Georg Männel, Michael Sebastian Angern, Philipp Rostalski

Autom., 2022

Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions.

Eike Petersen, Yannik Potdevin, Esfandiar Mohammadi, Stephan Zidowitz, Sabrina Breyer, Dirk Nowotka, Sandra Henn, Ludwig Pechmann, Martin Leucker, Philipp Rostalski, Christian Herzog

IEEE Access, 2022

Performance evaluation of lightweight convolutional neural networks on retinal lesion segmentation.

Marlin Siebert, Philipp Rostalski

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

Multi-Task Gaussian Process Regression for the Detection of Sleep Cycles in Premature Infants.

Nele Sophie Brügge, Jan Graßhoff, Arne Weigenand, Philipp Rostalski

Proceedings of the IEEE International Conference on Acoustics, 2022

Probabilistic Ultra-Wideband TDoA Localization with Bias Correction.

Felix Vollmer, Jan Graßhoff, Philipp Rostalski

Proceedings of the 30th European Signal Processing Conference, 2022

Comfortable Body Surface Potential Mapping by Means of a Dry Electrode Belt.

Roman Kusche, Andra Oltmann, Jan Graßhoff, Philipp Rostalski

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Muscle Artifact Removal in Single-Channel Electrocardiograms using Temporal Convolutional Networks.

Lukas Boudnik, Jan Graßhoff, Felix Vollmer, Philipp Rostalski

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Recursively Feasible Model Predictive Control using Latent Force Models Applied to Disturbed Quadcopters.

Jonas Gruner, Niklas Schmid, Georg Männel, Jan Grasshoff, Hossam S. Abbas, Philipp Rostalski

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

A real-time GP based MPC for quadcopters with unknown disturbances.

Niklas Schmid, Jonas Gruner, Hossam S. Abbas, Philipp Rostalski

Proceedings of the American Control Conference, 2022

2021

Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Technical Challenges and Solutions.

Eike Petersen, Yannik Potdevin, Esfandiar Mohammadi, Stephan Zidowitz, Sabrina Breyer, Dirk Nowotka, Sandra Henn, Ludwig Pechmann, Martin Leucker, Philipp Rostalski, Christian Herzog

CoRR, 2021

Probabilistic model-based fault diagnosis for the cavities of the European XFEL.

Ayla Nawaz, Christian Herzog né Hoffmann, Jan Graßhoff, Sven Pfeiffer, Gerwald Lichtenberg, Philipp Rostalski

Autom., 2021

Practical Model Predictive Control for a Class of Nonlinear Systems Using Linear Parameter-Varying Representations.

Hossam S. Abbas, Pablo S. G. Cisneros, Georg Männel, Philipp Rostalski, Herbert Werner

IEEE Access, 2021

Iterative Gaussian Process Model Predictive Control with Application to Physiological Control Systems^*.

Georg Männel, Jan Graßhoff, Philipp Rostalski, Hossam S. Abbas

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

A Hybrid Factor Graph Model for Biomedical Activity Detection.

Mareike Stender, Jan Graßhoff, Tanya Braun, Ralf Möller, Philipp Rostalski

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

Automation in medical technology: Model-based design as a key for safe and effective medicine.

Philipp Rostalski, Thomas Schauer

Autom., 2020

Robust model predictive control of an anaesthesia workstation ventilation unit.

Georg Männel, Marlin Siebert, Christian Brendle, Philipp Rostalski

Autom., 2020

Removing Cardiac Artifacts From Single-Channel Respiratory Electromyograms.

Eike Petersen, Julia Sauer, Jan Graßhoff, Philipp Rostalski

IEEE Access, 2020

Scalable Gaussian Process Separation for Kernels with a Non-Stationary Phase.

Jan Graßhoff, Alexandra Jankowski, Philipp Rostalski

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Iterative Approximate Nonlinear Inference via Gaussian Message Passing on Factor Graphs.

Christian Herzog né Hoffmann, Eike Petersen, Philipp Rostalski

IEEE Control. Syst. Lett., 2019

Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase.

Jan Graßhoff, Alexandra Jankowski, Philipp Rostalski

CoRR, 2019

Tube-based model predictive control for linear parameter-varying systems with bounded rate of parameter variation.

Hossam Seddik Abbas, Georg Männel, Christian Herzog né Hoffmann, Philipp Rostalski

Autom., 2019

Automatic Estimation of Respiratory Effort using Esophageal Pressure.

Jan Graßhoff, Eike Petersen, Tobias Becher, Philipp Rostalski

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Feasibility of Automated Vital Sign Instability Detection in Children Admitted to the Pediatric Intensive Care Unit.

Georg Seidel, Srinivas Murthy, Cheryl Peters, Philipp Rostalski, Matthias Görges

Proceedings of the 46th Computing in Cardiology, 2019

Model Predictive Control using Efficient Gaussian Processes for Unknown Disturbance Inputs.

Jan Graßhoff, Georg Männel, Hossam S. Abbas, Philipp Rostalski

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

On Approximate Nonlinear Gaussian Message Passing on Factor Graphs.

Eike Petersen, Christian Hoffmann, Philipp Rostalski

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Study Program "Robotics and Autonomous Systems" at the University of Lübeck.

Christian Herzog né Hoffmann, Till Tantau, Philipp Rostalski

Proceedings of the 12th European Workshop on Microelectronics Education, 2018

A Robust Model Predictive Control Approach to Intelligent Respiratory Support.

Georg Männel, Christian Hoffmann, Philipp Rostalski

Proceedings of the IEEE Conference on Control Technology and Applications, 2018

2017

A template subtraction method for the removal of cardiogenic oscillations on esophageal pressure signals.

Jan Graßhoff, Eike Petersen, Marcus Eger, Giacomo Bellani, Philipp Rostalski

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A factor graph approach to parameter identification for affine LPV systems.

Christian Hoffmann, Andreas Isler, Philipp Rostalski

Proceedings of the 2017 American Control Conference, 2017

2016

Convolutive blind source separation on surface EMG signals for respiratory diagnostics and medical ventilation control.

Herbert Buchner, Eike Petersen, Marcus Eger, Philipp Rostalski

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Deciding Polyhedrality of Spectrahedra.

Avinash Bhardwaj, Philipp Rostalski, Raman Sanyal

SIAM J. Optim., 2015

2013

Moment matrices, border bases and real radical computation.

Jean-Bernard Lasserre, Monique Laurent, Bernard Mourrain, Philipp Rostalski, Philippe Trebuchet

J. Symb. Comput., 2013

2011

Numerical Algebraic Geometry for Optimal Control Applications.

Philipp Rostalski, Ioannis A. Fotiou, Daniel J. Bates, A. Giovanni Beccuti, Manfred Morari

SIAM J. Optim., 2011

2010

Removing Redundant Quadratic Constraints.

David Adjiashvili, Michel Baes, Philipp Rostalski

Proceedings of the Mathematical Software, 2010

2009

A prolongation-projection algorithm for computing the finite real variety of an ideal.

Jean B. Lasserre, Monique Laurent, Philipp Rostalski

Theor. Comput. Sci., 2009

2008

Semidefinite Characterization and Computation of Zero-Dimensional Real Radical Ideals.

Jean B. Lasserre, Monique Laurent, Philipp Rostalski

Found. Comput. Math., 2008

Computing the real variety of an ideal: a real algebraic and symbolic-numeric algorithm.

Jean B. Lasserre, Monique Laurent, Philipp Rostalski

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

2007

A hybrid approach to modelling, control and state estimation of mechanical systems with backlash.

Philipp Rostalski, Thomas Besselmann, Miroslav Baric, Femke van Belzen, Manfred Morari

Int. J. Control, 2007

A numerical algebraic geometry approach to nonlinear constrained optimal control.

Daniel J. Bates, Ioannis A. Fotiou, Philipp Rostalski

Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006

An algebraic geometry approach to nonlinear parametric optimization in control.

Ioannis A. Fotiou, Philipp Rostalski, Bernd Sturmfels, Manfred Morari

Proceedings of the American Control Conference, 2006

Using Path integral Short Time Propagators for numerical Analysis of stochastic Hybrid Systems.

Gerwald Lichtenberg, Philipp Rostalski

Proceedings of the 2nd IFAC Conference on Analysis and Design of Hybrid Systems, 2006