@ARTICLE{AbCiMaRoWe21,
  author={Abbas, H. S. and Cisneros, P. S. G. and M{\"a}nnel, G. and Rostalski, P. and Werner, H.},
  journal={IEEE Access}, 
  title={Practical Model Predictive Control for a Class of Nonlinear Systems Using Linear Parameter-Varying Representations}, 
  year={2021},
  volume={9},
  number={},
  pages={62380-62393}
  }

@article{NaHeGrPfLiRo21,
author = {Nawaz, Ayla and Herzog, Christian and Graßhoff, Jan and Pfeiffer, Sven and Lichtenberg, Gerwald and Rostalski, Philipp},
doi = {10.1515/auto-2020-0064},
journal = {at - Automatisierungstechnik},
title = {Probabilistic model-based fault diagnosis for the cavities of the European XFEL},
year = {2021}
}

@phdthesis{Master2021,
author = {Lukas Boudnik},
year = {2021},
title = {{Registration of anatomical surfaces on irregular graphs with discrete optimization}},
school = {{Universität zu Lübeck}},
publisher = {{Master's Thesis at the Institute for Medical Informatics, University of Lübeck}},
type = {{Master's Thesis}},
}

@article{OltmannKuscheRostalski+2021+151+154,
url = {https://doi.org/10.1515/cdbme-2021-2039},
title = {Spatial Sensitivity of ECG Electrode Placement},
author = {Andra Oltmann and Roman Kusche and Philipp Rostalski},
pages = {151--154},
volume = {7},
number = {2},
journal = {Current Directions in Biomedical Engineering},
doi = {doi:10.1515/cdbme-2021-2039},
year = {2021},
lastchecked = {2022-08-24}
}

@inproceedings{HeBrRo21,
  author  = {Hennigs, Carlotta and Brehmer, Kai and Rostalski, Philipp},
  journal = {AUTOMED 2021},
  title   = {The effect of body mass index on pressure controlled ventilator settings},
  year    = {2021}
}

@article{https://doi.org/10.1002/pamm.202000337,
author = {Karachalios, Dimitrios S. and Gosea, Ion Victor and Antoulas, Athanasios C.},
title = {The Loewner framework for nonlinear identification and reduction of Hammerstein cascaded dynamical systems},
journal = {PAMM},
volume = {20},
number = {1},
pages = {e202000337},
doi = {https://doi.org/10.1002/pamm.202000337},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/pamm.202000337},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/pamm.202000337},
year = {2021}
}

@inproceedings{NgSch21,
  address = {Iași, Romania},
  title={Tightening polytopic constraint in MPC designs for mobile robot navigation},
  author={Nguyen, Ngoc Thinh and Schildbach, Georg},
  booktitle={25th International Conference on System Theory, Control and Computing},
  year={2021}
}

@ARTICLE{Rostalski2020-md,
  title     = "Automation in medical technology: Model-based design as a key
               for safe and effective medicine",
  author    = "Rostalski, Philipp and Schauer, Thomas",
  journal   = "at - Autom.",
  publisher = "Walter de Gruyter GmbH",
  volume    =  68,
  number    =  11,
  pages     = "911--912",
  month     =  nov,
  year      =  2020,
  language  = "en"
}

@article{Zeinali2020,
  doi = {10.1021/acs.iecr.0c04058},
  url = {https://doi.org/10.1021/acs.iecr.0c04058},
  year = {2020},
  month = sep,
  publisher = {American Chemical Society ({ACS})},
  volume = {59},
  number = {43},
  pages = {19370--19382},
  author = {Sahar Zeinali and Mohammad Shahrokhi and Asier Ibeas},
  title = {Observer-Based Impulsive Controller Design for Treatment of Hepatitis C Disease},
  journal = {Industrial & Engineering Chemistry Research}
}

@article{Zeinali2020,
  doi = {10.1021/acs.iecr.0c04058},
  url = {https://doi.org/10.1021/acs.iecr.0c04058},
  year = {2020},
  month = sep,
  publisher = {American Chemical Society ({ACS})},
  volume = {59},
  number = {43},
  pages = {19370--19382},
  author = {Sahar Zeinali and Mohammad Shahrokhi and Asier Ibeas},
  title = {Observer-Based Impulsive Controller Design for Treatment of Hepatitis C Disease},
  journal = {Industrial & Engineering Chemistry Research}
}

@article{ScHaMaRoKiBlGaSt20,
	title = {Robust predictive control for respiratory CO2 gas removal in closed-loop mechanical ventilation: {An} in-silico study},
	volume = {6},
	issn = {2364-5504},
	url = {https://www.degruyter.com/document/doi/10.1515/cdbme-2020-3080/html},
	doi = {10.1515/cdbme-2020-3080},
	language = {en},
	number = {3},
	urldate = {2022-01-27},
	journal = {Current Directions in Biomedical Engineering},
	author = {Schmal, Matthias and Haueisen, Jens and Männel, Georg and Rostalski, Philipp and Kircher, Michael and Bluth, Thomas and Gama de Abreu, Marcelo and Stender, Birgit},
	month = sep,
	year = {2020},
	pages = {311--314}
}

@inproceedings{AbKrDaThBr20, 
author={Abbas, Hossam S.  and Kren, Christopher and Danicke, Veit and Theisen-Kunde, D. and Brinkmann, R.}, 
booktitle={21st IFAC World Congress}, 
title={{Modeling and Temperature Control of Retinal Laser Therapy}}, 
year={2020},  
pages={}, 
address={Berlin, Germany},
month={July}
}

@INPROCEEDINGS{KlAbBrWoMu20, 
author={Kleyman, V. and Abbas, Hossam S. and Brinkmann, R. and Worthmann, K. and Müller, M.}, 
booktitle={Proc. Workshop Automed}, 
title={{Modelling of Heat Diffusion for Temperature Controlled Retinal Photocoagulation}}, 
year={2020},  
pages={}, 
address={L\"ubeck, Germany},
month={March}
}

@article{Zeinali2020,
  doi = {10.1021/acs.iecr.0c04058},
  url = {https://doi.org/10.1021/acs.iecr.0c04058},
  year = {2020},
  month = sep,
  publisher = {American Chemical Society ({ACS})},
  volume = {59},
  number = {43},
  pages = {19370--19382},
  author = {Sahar Zeinali and Mohammad Shahrokhi and Asier Ibeas},
  title = {Observer-Based Impulsive Controller Design for Treatment of Hepatitis C Disease},
  journal = {Industrial & Engineering Chemistry Research}
}

@INPROCEEDINGS{AbGrRoBr20, 
author={Abbas, Hossam S. and Graßhoff, Jan and Rostalski, P. and Brinkmann, R.}, 
booktitle={Proc. Workshop Automed}, 
title={{On the Estimation of Optoacoustic Waves in Retinal Laser Therapy Using Gaussian Processes}}, 
year={2020},  
pages={}, 
address={Lübeck, Germany},
month={March}
}

@InProceedings{MaSiRo20,
  author    = {M{\"a}nnel, Georg and Siebert, Marlin and Rostalski, Philipp},
  booktitle = {Proceedings on Automation in Medical Engineering},
  title     = {{T}ube-based {MPC} for {P}ressure {C}ontrolled {Ve}ntilation},
  year      = {2020},
  month     = feb,
  number    = {1},
  volume    = {1},
 keyword = {ResearchTopicRespMoCo},
 keywords = {ResearchTopicRespMoCo}
}

@inproceedings{MuPe20,
    Author = {Multusch, Annika and Petersen, Eike},
    Title = {A mathematical model for the respiratory central pattern generator},
    Booktitle = {Proc. Workshop Automed},
    Year = {2020}
}

@inproceedings{He20,
address = {Berlin, Germany},
author = {Herzog, Christian},
booktitle = {21st IFAC World Congress},
title = {{Automating Morals – On the Morality of Automation Technology, Ironies of Automation and Responsible Research and Innovation}},
year = {2020}
}

@inproceedings{LuBeMeSeSpSc20,
author = {Lubiniecki, T. and Beer, S. and Meisinger, A. and Sellmann, F. and Spannaus, P. and Schildbach, G.},
booktitle = {ATZ Fachtagung Automatisiertes Fahren},
title = {{Concept and Implementation of an Optimization-based Safety Verification Strategy for a Trajectory Following Controller}},
year = {2020}
}

@thesis{master_henn,
author = {Henn, Sandra},
title = {{Concept development for a functionally safe hardware architecture
of the ventilation unit of a modular anesthesia workstation }},
school = {{Universität zu Lübeck }},
publisher = {{ Institut für medizinische Elektrotechnik, Universität zu Lübeck }},
type = {{Master Thesis}}
year = {2020},
}

@inproceedings{Gode2020,
	title = {DigS-Gov - Die öffentliche Verwaltung als Förderer digitaler Souveränität},
	url = {https://muc2020.mensch-und-computer.de},
	booktitle = {Mensch und Computer},
	author = {Gode, André and Hedtfeld, Jan and Heine, Moreen and Herzog, Christian and Ivens, Stefan and Radzio, Frank and Wessel, Daniel and Zetti, Daniela},
	year = {2020}
}

@phdthesis{Ol20,
 author = {Oltmann, Andra},
 abstract = {},
 year = {2020},
 title = {{Entwicklung und Validierung von Methoden zur Extraktion klinisch relevanter Informationen aus endoskopischen Bildsequenzen zum Screening des laryngealen Adduktionsreflexes}},
 address = {Hannover, Germany},
 school = {{Leibniz Universität Hannover}},
 type = {{Master's Thesis}}
}

@article{HeBr20a,
  title={Front Cover: Registration of Image Modalities for Analyses of Tissue Samples using 3D Image Modelling},
  author={Hermann, Juliane and Brehmer, Kai and Mahfoud, Felix and Speer, Timotheus and Schunk, Stefan J. and Tscherning, Thomas and Thiele, Herbert and Jankowski, Joachim},
  journal={PROTEOMICS -- Clinical Applications},
  year={2020},
  publisher={Wiley},
  url={{{https://onlinelibrary.wiley.com/doi/abs/10.1002/prca.202170011}}},
  doi={{{10.1002/prca.202170011}}}
}

@inproceedings{He20,
address = {Berlin, Germany},
author = {Herzog, Christian},
booktitle = {21st IFAC World Congress},
title = {{Automating Morals – On the Morality of Automation Technology, Ironies of Automation and Responsible Research and Innovation}},
year = {2020}
}

@article{MaSiKlBrRo20,
  author  = {Männel, Georg and Siebert, Marlin and Kleinewalter , Dennis and Brendle, Christian and Rostalski, Philipp},
  journal = {at - Automatisierungstechnik},
  title   = {{R}obust {M}odel {P}redictive {C}ontrol of an {A}naesthesia {W}orkstation {V}entilation {U}nit},
  year    = {2020}
}

@article{KlGeWoAbBrMu20,
  author  = {Kleyman, Viktoria and Gernandt, Hannes and Worthmann, Karl and Abbas, Hossam S. and Brinkmann, Ralf and Müller, Matthias A.},
  journal = {at - Automatisierungstechnik},
  title   = {Modeling and parameter identification for real-time temperature controlled retinal laser therapies},
  year    = {2020},
  volume  = {68},
  number  = {11},            
  pages   = {953–966}
}

@article{HeBr20,
  title={Registration of Image Modalities for Analyses of Tissue Samples using 3D Image Modelling},
  author={Hermann, Juliane and Brehmer, Kai and Mahfoud, Felix and Speer, Timotheus and Schunk, Stefan J. and Tscherning, Thomas and Thiele, Herbert and Jankowski, Joachim},
  journal={PROTEOMICS -- Clinical Applications},
  year={2020},
  publisher={Wiley},
}

@Article{PeSaGrRo20,
  author    = {Petersen, Eike and Sauer, Julia and Graßhoff, Jan and Rostalski, Philipp},
  title     = {Removing Cardiac Artifacts From Single-Channel Respiratory Electromyograms},
  journal   = {{IEEE} Access},
  year      = {2020},
  volume    = {8},
  pages     = {30905--30917},
  doi       = {10.1109/access.2020.2972731},
  groups    = {ECG Removal from EMG recordings},
  publisher = {Institute of Electrical and Electronics Engineers ({IEEE})}
}

@inproceedings{GrBlRoNeRo20,
 author = {Gruner, Jonas and Blosse, Albrecht and Rockstroh, Max and Neumuth, Thomas and Rostalski, Philipp},
 abstract = {},
 title = {{Requirement Analysis for an Aerial Relay in Emergency Response Missions}},
 address = {Leipzig, Germany},
 year = {2020},
 booktitle = {54th Annual Conference of the German Society for Biomedical Engineering (BMT 2020)}
}

@article{MaSiKlBrRo20,
  author  = {Männel, Georg and Siebert, Marlin and Kleinewalter , Dennis and Brendle, Christian and Rostalski, Philipp},
  journal = {at - Automatisierungstechnik},
  title   = {{R}obust {M}odel {P}redictive {C}ontrol of an {A}naesthesia {W}orkstation {V}entilation {U}nit},
  year    = {2020}
}

@inproceedings{GrJaRo20,
author = {Graßhoff, Jan and Jankowski, Alexandra and Rostalski, Philipp},
title = {Scalable Gaussian Process Separation for Kernels with a Non-Stationary Phase},
booktitle = {Proceedings of the 37th International Conference on International Conference on Machine Learning (ICML)},
year = {2020}
}

@phdthesis{He20z,
author = {Herzog, Christian},
school = {University of Leeds},
title = {{Should Ethics be Formalized? – And if so, What for?}},
 address = {United Kingdom},
 publisher = {Master's Dissertation at the IDEA Centre, University of Leeds},
 school = {University of Leeds},
type = {Master's Dissertation},
year = {2020}
}

@inproceedings{GrRo20,
author = {Jan Graßhoff and Philipp Rostalski},
title = {Spatio-Temporal Gaussian Processes for Separation of Ventilation and Perfusion Related Signals in EIT Data},
year = {2020},
booktitle = {Proc. Workshop Automed}
}

@inproceedings{PeGrEgRo20,
  author    = {Petersen, Eike and Graßhoff, Jan and Eger, Marcus and Rostalski, Philipp},
  booktitle = {{Proceedings of the 21st IFAC World Congress}},
  title     = {Surface {EMG}-based Estimation of Breathing Effort for Neurally Adjusted Ventilation Control},
  year      = {2020}
}

@inproceedings{KeHuSc20,
author = {Kensbock, R. and Huß, P. and Schildbach, G.},
booktitle = {BioMedTec Studierendentagung, Lübeck (Germany)},
title = {{Trajectory Control with Lane Boundary Constraints for Autonomous Vehicles using Model Predictive Control}},
year = {2020}
}

@inproceedings{GrMaAbRo19,
author={Jan Graßhoff and Georg Männel and Hossam S. Abbas and Philipp Rostalski},
booktitle={58th IEEE Conference on Decision and Control (CDC)},
title={Model Predictive Control using Efficient Gaussian Processes for Unknown Disturbance Inputs},
year={2019},
doi={10.1109/cdc40024.2019.9030032},
month={Dec}}

@article{Zeinali2019,
  doi = {10.1021/acs.iecr.9b02988},
  url = {https://doi.org/10.1021/acs.iecr.9b02988},
  year = {2019},
  month = jul,
  publisher = {American Chemical Society ({ACS})},
  volume = {58},
  number = {33},
  pages = {15262--15270},
  author = {Sahar Zeinali and Mohammad Shahrokhi},
  title = {Adaptive Control Strategy for Treatment of Hepatitis C Infection},
  journal = {Industrial & Engineering Chemistry Research}
}

@inproceedings{GrPeBeRo19,
author={J. {Graßhoff} and E. {Petersen} and T. {Becher} and P. {Rostalski}},
booktitle={2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)},
title={Automatic Estimation of Respiratory Effort using Esophageal Pressure},
year={2019},
pages={4646-4649},
doi={10.1109/EMBC.2019.8856345},
ISSN={1557-170X},
month={July}}

@inproceedings{He19,
address = {Kiel, Schleswig-Holstein, Germany},
author = {Herzog, Christian},
year = {2019},
booktitle = {KI-Konferenz Schleswig-Holstein},
publisher = {Staatskanzlei Schleswig-Holstein},
title = {"Ethical Innovation Hub" - Vision und Konzept eines transdisziplinären Konvergenzpunkts für Wissenschaft, Wirtschaft und Gesellschaft für KI-Innovationsprozesse}}

@article{https://doi.org/10.1002/pamm.201900246,
author = {Karachalios, Dimitrios S. and Gosea, Ion Victor and Antoulas, Athanasios C.},
title = {A bilinear identification-modeling framework from time domain data},
journal = {PAMM},
volume = {19},
number = {1},
pages = {e201900246},
doi = {https://doi.org/10.1002/pamm.201900246},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/pamm.201900246},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/pamm.201900246},
year = {2019}
}

@article{PeRo19,
 author = {Petersen, Eike and Rostalski, Philipp},
 abstract = {},
 year = {2019},
 title = {{A Comprehensive Mathematical Model of Motor Unit Pool Organization, Surface Electromyography and Force Generation}},
 journal = {frontiers in Physiology},
 url = {{https://www.frontiersin.org/articles/10.3389/fphys.2019.00176/abstract}}
}

@inproceedings{AbKrDaTh19,
author = {Abbas, Hossam Seddik and Kren, Christopher and Danicke, Veit and Thomsen, Ole and Roider, Johann and Herzog, Christian and Brinkmann, Ralf},
year = {2019},
booktitle = {Assoc. Res. Vis. Ophthalmol. Annu. Meet. 2019},
title = {{An Automatic Feedback Temperature Control for Retinal Laser Treatments}}
}

@inproceedings{BoGrHaHeRo19,
  author    = {Niclas Bockelmann and Jan Graßhoff and Lasse Hansen and Mattias Heinrich and Philipp Rostalski},
  title     = {Deep Learning for Prediction of Diaphragm Activity from the Surface Electromyogram},
  booktitle = {Directions in Biomedical Engineering},
  year      = {2019},
  publisher = {De Gruyter},
  pages     = {17--20},
  volume    = {5},
  number    = {1}
}

@inproceedings{BaMaRo19,
  author    = {Bautsch, Florian and Männel, Georg and Rostalski, Philipp},
  booktitle = {Current Directions in Biomedical Engineering},
  title     = {{D}evelopment of a {N}ovel {L}ow-cost {L}ung {F}unction {S}imulator},
  year      = {2019},
  number    = {1},
  volume    = {5}
}

@article{Benninghaus.2019,
 abstract = { },
 author = {Benninghaus, Anne and Bal{\'e}dent, Olivier and Lokossou, Armelle and Castelar, Carlos and Leonhardt, Steffen and Radermacher, Klaus},
 year = {2019},
 title = {Enhanced in vitro model of the CSF dynamics},
 pages = {11},
 volume = {16},
 number = {1},
 journal = {Fluids and barriers of the CNS},
 doi = {10.1186/s12987-019-0131-z}
}

@misc{He19d,
address = {Berlin, Germany},
author = {Herzog, Christian},
booktitle = {41st International Engineering in Medicine and Biology Conference, Mini Symposium on "Ethical Design Considerations for MedTec"},
year = {2019},
title = {{Ethical and Epistemological Challenges of AI in Medical Systems}}
}

@inproceedings{GoMaBaHuHeFr19,
address = {Berlin, Germany},
year = {2019},
author = {Gomes Ataide, Elmer Jeto and Maartens, Joachim and Bartling, Sönke and Hutmacher, Dietmar W. and Herzog, Christian and Friebe, Michael},
booktitle = {41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on "Ethical Design Considerations for MedTec"},
title = {{Ethical Design Considerations for MedTec: The Big Picture and Accompanying Concerns}}
}

@misc{He19c,
 author = {Herzog (geb. Hoffmann), Christian},
 date = {20.3.2019},
 year = {2019},
 title = {{Ethical Innovation Hub - Konzept eines transdisziplinären Konvergenzpunkts für Technik & Gesellschaft}},
 url = {},
 address = {Kiel, Schleswig-Holstein, Germany},
 booktitle = {{K{\"u}nstliche Intelligenz Konferenz - Schleswig-Holstein}}
}

@inproceedings{HeFr19,
address = {Berlin, Germany},
year = {2019},
author = {Herzog, Christian and Friebe, Michael},
booktitle = {41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on "Ethical Design Considerations for MedTec"},
title = {{Ethics as an Essential Teaching Element for Innovative Medical Technology Engineering Education}}
}

@inproceedings{NaPfLiRo19,
title={{Fault Detection Method for the SRF Cavities of the European XFEL}},
author={Nawaz, Ayla and Pfeiffer, Sven and Lichtenberg, Gerwald and Rostalski, Philipp},
booktitle={15th Europ. Workshop Adv. Contr. Diag., ACD 2019},
year={2019}
}

@inproceedings{SeMuPeRoGo19,
address = {Singapore},
author = {Seidel, Georg and Murthy, Srinivas and Peters, Cheryl and Rostalski, Philipp and G{\"{o}}rges, Matthias},
booktitle = {Computing in Cardiology},
doi = {10.23919/CinC49843.2019.9005547},
title = {{Feasibility of Automated Vital Sign Instability Detection in Children Admitted to the Pediatric Intensive Care Unit}},
year = {2019}
}

@article{Castelar.2019,
 author = {Castelar, Carlos and Fluerenbrock, Fabian and Korn, Leonie and Benninghaus, Anne and Shchukin, Sergey and Radermacher, Klaus and Leonhardt, Steffen},
 year = {2019},
 title = {FEM simulation of bioimpedance-based monitoring of ventricular dilation and intracranial pulsation},
 keywords = {Bioimpedance;Brain Phantom;FEM;Hydrocephalus;Intracranial Pulsation;Ventricular Volumetry},
 pages = {7--20},
 volume = {21},
 number = {1},
 journal = {International Journal of Bioelectromagnetism}
}

@article{HaSiDiHe19,
title={Fusing information from multiple 2D depth cameras for 3D human pose estimation in the operating room},
author={Hansen, Lasse and Siebert, Marlin and Diesel, Jasper and Heinrich, Mattias P.},
journal={International Journal of Computer Assisted Radiology and Surgery},
volume={14},
number={11},
pages={1871-1879},
year={2019},
publisher={Springer}
}

@article{HePeRo19,
author = {Herzog, Christian and Petersen, Eike and Rostalski, Philipp},
year = {2019},
journal = {IEEE Contr. Syst. Letters},
volume = {3},
number = {4},
title = {{Iterative Approximate Nonlinear Inference via Gaussian Message Passing on Factor Graphs}},
doi = {https://dx.doi.org/10.1109/LCSYS.2019.2919260}
}

@inproceedings{FrHe19,
address = {Berlin, Germany},
year = {2019},
author = {Friebe, Michael and Herzog, Christian},
booktitle = {41st Intl. Eng. Med. Biol. Conf. (EMBC), Mini Symposium on "Ethical Design Considerations for MedTec"},
title = {{MedTec Related Exponential Technologies Require Ethical Design Considerations and an Adapted Engineering Education}}
}

@phdthesis{Sa19,
 author = {Sauer, Julia},
 abstract = {},
 year = {2019},
 title = {{Model-based Approach to Estimate Lung Parameters and Respiratory Muscle Activity Using Electromyographic Signals and Ventilation Data}},
 school = {{Universit{\"a}t zu L{\"u}beck}},
 publisher = {{Master's Thesis at the Institute for Electrical Engineering in Medicine, University of Lübeck}},
 type = {{Master's Thesis}},
 keyword = {ThesisAtIME; SupervisedByEPetersen; SupervisedByPRostalski},
 keywords = {ThesisAtIME; SupervisedByEPetersen; SupervisedByPRostalski}
}

@phdthesis{Si19,
author = {Siebert, Marlin},
abstract = {},
year = {2019},
title = {{Optimization and Robustification of the Model Predictive Control to the Ventilation System of an Anaesthesia Workstation}},
school = {{Universität zu Lübeck}},
publisher = {{Master's Thesis at the Institute for Electrical Engineering in Medicine, University of Lübeck}},
type = {{Master's Thesis}},
keyword = {ThesisAtIME; SupervisedByPRostalski; SupervisedByGMaennel},
keywords = {ThesisAtIME; SupervisedByPRostalski; SupervisedByGMaennel}
}

@misc{He19e,
address = {L{\"{u}}beck},
author = {Herzog, Christian},
booktitle = {Vortrag vor der Medizinischen Gesellschaft zu L{\"{u}}beck},
title = {{Responsible Research and Innovation in der KI-Basierten Medizintechnik}},
year = {2019}
}

@inproceedings{He19b,
address = {Berlin, Germany},
author = {Herzog, Christian},
year = {2019},
booktitle = {2nd Weizenbaum Conference - Challenges of Digital Inequality},
title = {{Technological Opacity of Machine Learning in Healthcare}},
doi = {https://doi.org/10.34669/wi.cp/2.7}
}

@inproceedings{AbKrDaHeBr19,
address = {Munich, Germany},
year = {2019},
author = {Abbas, Hossam Seddik and Kren, Christopher and Danicke, Veit and Herzog, Christian and Brinkmann, Ralf},
booktitle = {European Conferences on Biomedical Optics - Translation of Lasers and Biophotonics Technologies and Procedures: Toward the Clinic},
publisher = {SPIE},
title = {{Toward feedback temperature control for retinal laser treatment}}
}

@article{AbMaHeRo19,
author = {Abbas, Hossam Seddik and M{\"{a}}nnel, Georg and Herzog, Christian and Rostalski, Philipp},
year = {2019},
journal = {Automatica},
title = {{Tube-Based Model Predictive Control for Linear Parameter-Varying Systems with Bounded Rate of Parameter Variation}}
}

@inproceedings{BrAgHeMo19,
author={Brehmer, Kai and Aggrawal, Hari Om and Heldmann, Stefan and Modersitzki, Jan},
title={Variational registration of multiple images with the SVD based SqN distance measure},
booktitle={Scale Space and Variational Methods in Computer Vision: 7th International Conference, SSVM 2019, Hofgeismar, Germany, June 30-July 4, 2019, Proceedings},
year={2019},
editor={Burger, Martin and Lellmann, Jan and Modersitzki, Jan},
publisher={Springer},
pages={251--262},
url={{{https://arxiv.org/abs/1907.09732}}},
doi={{{10.1007/978-3-030-22368-7_20}}}
}

@article{AbHaToMoMe18,
author = {Abbas, Hossam S. and Hanema, Jurre and Toth, Roland and Mohammadpour, Javad and Meskin, Nader},
year = {2018},
doi = {10.1016/j.ifacol.2018.11.159},
issn = {24058963},
journal = {IFAC-PapersOnLine},
number = {26},
pages = {112--117},
title = {{A New Approach to Robust MPC Design for LPV Systems in Input-Output Form}},
url = {https://linkinghub.elsevier.com/retrieve/pii/S2405896318328222},
volume = {51}
}

@inproceedings{BrWaMo18a,
  title={A Novel Similarity Measure for Image Sequences},
  author={Brehmer, Kai and Wacker, Benjamin and Modersitzki, Jan},
  booktitle={International Workshop on Biomedical Image Registration},
  pages={47--56},
  year={2018},
  organization={Springer},
  url={{{https://arxiv.org/abs/1907.09741}}},
  doi={{{10.1007/978-3-319-92258-4_5}}}
}

@inproceedings{MaHoRo18,
 author = {M{\"a}nnel, Georg and Hoffmann, Christian and Rostalski, Philipp},
 abstract = {},
 title = {{A Robust Model Predictive Control Approach to Intelligent Respiratory Support}},
 year = {2018},
 booktitle = {{Proc. Conf. Contr. Technol. Applicat.}}
}

@misc{GrBeRo18,
  author    = {Graßhoff, Jan and Bellani, Giacomo and Rostalski, Philipp},
  title     = {{A Tool for Automatic Heart Rate Detection and Removal of Cardiogenic Artifacts in Oesophegeal Pressure Recordings}},
  year      = {2018},
  booktitle = {{ESICM Lives Forum - Monitoring in Acute Respiratory Failure}},
}

@inproceedings{NaPfLiRo18b,
 author = {Nawaz, Ayla S. and Pfeiffer, Sven and Lichtenberg, Gerwald and Rostalski, Philipp},
 title = {Anomaly Detection for Cavity Signals - Results from the European XFEL},
 booktitle = {9th International Particle Accelerator Conference},
 year = {2018}
}

@inproceedings{NaPfLiRo18,
 author = {Nawaz, Ayla S. and Pfeiffer, Sven and Lichtenberg, Gerwald and Rostalski, Philipp},
 title = {Anomaly Detection for the European XFEL using a Nonlinear Parity Space Method},
 booktitle = {10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes},
 year = {2018}
}

@article{https://doi.org/10.1002/pamm.201800368,
author = {Karachalios, Dimitrios S. and Gosea, Ion Victor and Antoulas, Athanasios C.},
title = {Data-driven approximation methods applied to non-rational functions},
journal = {PAMM},
volume = {18},
number = {1},
pages = {e201800368},
doi = {https://doi.org/10.1002/pamm.201800368},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/pamm.201800368},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/pamm.201800368},
year = {2018}
}

@thesis{He18,
author = {Hennigs, Carlotta},
abstract = {},
year = {2018},
title = {{Development of a test setup for acoustic measurement of mechanical heart valves}},
school = {{Universität zu Lübeck}},
publisher = {{Bachelor Thesis at the Clinic for Cardiac and Thoracic Vascular Surgery, UKSH Lübeck}},
type = {{Bachelor Thesis}}
}

@thesis{master_schollemann,
author = {Schollemann, Franziska},
title = {{ Development of Segmentation Algorithms for the automated Feature Extraction in Thermographic Images of Lower Limbs with impaired Perfusion }},
school = {{RWTH Aachen University }},
publisher = {{ Medical Information Technology (MedIT), Helmholtz-Institute for Biomedical Engineering at RWTH Aachen University }},
type = {{Master Thesis}}
year = {2018},
}

@incollection{RoKl18,
 author = {Rostalski, Philipp and Kleinewalter, Dennis},
 abstract = {},
 title = {{Didactic Concept for Teaching in Medical Engineering}},
 publisher = {{Deutsche Gesellschaft f{\"u}r Hochschuldidaktik (dghd)}},
 series = {Blickpunkt Hochschuldidaktik},
 editor = {Tantau, Till and Jansen-Schulz, Bettina},
 booktitle = {{Principles, Structures and Requirements of Excellent Teaching}},
 year = {2018}
}

@incollection{Ho18,
 author = {Hoffmann, Christian},
 abstract = {},
 title = {{Teaching Award Winner: Ethics of Innovative Engineering: A Commitment to Peer-to-Peer-Learning}},
 publisher = {{Deutsche Gesellschaft f{\"u}r Hochschuldidaktik (dghd)}},
 series = {Blickpunkt Hochschuldidaktik},
 editor = {Tantau, Till and Jansen-Schulz, Bettina},
 booktitle = {{Principles, Structures and Requirements of Excellent Teaching}},
 year = {2018}
}

@inproceedings{PeKaRo18,
address = {Aachen},
year = {2018},
author = {Petersen, Eike and Kahl, Lorenz and Rostalski, Philipp},
booktitle = {52nd Ann. Conf. Ger. Soc. Biomed. Eng. (DGBMT within VDE)},
title = {{Electromyography as a tool for personalized rehabilitation}}
}

@misc{Ho18c,
 author = {Hoffmann, Christian},
 date = {31.5.2018},
 year = {2018},
 title = {{Ethik innovativer Technologien}},
 url = {https://www.oksh.de/ki/sehen/mediathek/?beitrag=kuenstliche-intelligenz-perspektiven-fuer-schleswig-holstein-ethik-innovativer-technologien},
 address = {Kiel, Schleswig-Holstein, Germany},
 booktitle = {{K{\"u}nstliche Intelligenz - Perspektiven f{\"u}r Schleswig-Holstein}}
}

@article{leonhauser2018evaluation,
  title={Evaluation of electrical impedance tomography for determination of urinary bladder volume: comparison with standard ultrasound methods in healthy volunteers},
  author={Leonh{\"a}user, Dorothea and Castelar, Carlos and Schlebusch, Thomas and Rohm, Martin and Rupp, R{\"u}diger and Leonhardt, Steffen and Walter, Marian and Grosse, Joachim O},
  journal={Biomedical engineering online},
  volume={17},
  number={1},
  pages={1--13},
  year={2018},
  publisher={Springer}
}

@inproceedings{LiAbMo2018,
author = {Liu, Qin and Abbas, Hossam Seddik and Mohammadpour, Javad},
year = {2018},
booktitle = {Proc. IEEE Conf. Decision Contr.},
doi = {10.1109/CDC.2018.8618986},
isbn = {978-1-5386-1395-5},
pages = {7058--7063},
publisher = {IEEE},
title = {{Fixed-Structure Controller Design for Time-Delayed LPV Systems in Input-Output Form}},
url = {https://ieeexplore.ieee.org/document/8618986/}
}

@phdthesis{Eh18,
 author = {Ehlers, Christian},
 abstract = {},
 year = {2018},
 title = {{Health Detection for the European XFEL}},
 school = {{Universit{\"a}t zu L{\"u}beck}},
 type = {{Bachelor Thesis}},
 keyword = {ThesisAtIME; SupervisedByANawaz; SupervisedByPRostalski},
 keywords = {ThesisAtIME; SupervisedByANawaz; SupervisedByPRostalski}
}

@thesis{Ka18,
author = {Kabuth, Bastian},
school = {University of Lübeck},
title = {{Investigation of Different Nutrient Media for Porcine Retina to Optimize the Cell Vitality of Photoreceptors}},
type = {Bachelor Thesis},
year = {2018}
}

@misc{Sc18,
 author = {Schildbach, Georg},
 year = {2018},
 title = {{Konzepte f{\"u}r die Sicherheit autonomer Fahrzeuge}},
 url = {https://www.oksh.de/ki/sehen/mediathek/?beitrag=kuenstliche-intelligenz-perspektiven-fuer-schleswig-holstein-konzepte-fuer-die-sicherheit-autonomer-fahrzeuge},
 address = {Kiel, Schleswig-Holstein, Germany},
 series = {{K{\"u}nstliche Intelligenz - Perspektiven f{\"u}r Schleswig-Holstein}},
 booktitle = {{K{\"u}nstliche Intelligenz - Perspektiven f{\"u}r Schleswig-Holstein}}
}

@inproceedings{ThScSiBrHo18,
 author = {Thomsen, Ole and Schmarbeck, Benedikt and Siebert, Marlin and Brinkmann, Ralf and Hoffmann, Christian},
 abstract = {},
 title = {{Leistungsgesteuerte temperatur{\"u}berwachte Lasertherapie der Netzhaut mittels adaptiv robuster ℋ∞-Regelung}},
 year = {2018},
 booktitle = {{Proc. Workshop Automed}}
}

@inproceedings{PeHoRo18,
 author = {Petersen, Eike and Hoffmann, Christian and Rostalski, Philipp},
 abstract = {},
 title = {{On Approximate Nonlinear Gaussian Message Passing on Factor Graphs}},
 year = {2018},
 booktitle = {Proc. Stat. Sig. Proc. Workshop}
}

@phdthesis{Bachelor2018,
author = {Lukas Boudnik},
year = {2018},
title = {{Optimization of Mutual Information in Neural Networks for Multimodal Image Registration}},
school = {{Universität zu Lübeck}},
publisher = {{Bachelor's Thesis at the Institute for Medical Informatics, University of Lübeck}},
type = {{Bachelor's Thesis}},
}

@thesis{master_henn,
author = {Henn, Sandra},
title = {{Concept development for a functionally safe hardware architecture
of the ventilation unit of a modular anesthesia workstation }},
school = {{Universität zu Lübeck }},
publisher = {{ Institut für medizinische Elektrotechnik, Universität zu Lübeck }},
type = {{Master Thesis}}
year = {2020},
}

@misc{GrPeRo18,
  author    = {Graßhoff, Jan and Petersen, Eike and Rostalski, Philipp},
  title     = {{Removing Strong ECG Interference from EMG Measurements}},
  year      = {2018},
  booktitle = {{Workshop Biosignale 2018, "Innovative Verarbeitung bioelektrischer und biomagnetischer Signale"}},
}

@article{BeCiBrNa18,
  title={Simulation of microphonic effects in high QL TESLA cavities during CW operations},
  author={Bellandi, A. and Cichalewski, W. and Branlard, J. and Nawaz, A. and Rybaniec, R. and Schlarb, H. and Schmidt, C.},
  journal={arXiv preprint arXiv:1803.09038},
  year={2018}
}

@article{BrWaMo18b,
  title={Simultaneous Registration of Image Sequences--a novel singular value based images similarity measure},
  author={Brehmer, Kai and Wacker, Benjamin and Modersitzki, Jan},
  journal={PAMM},
  volume={18},
  number={1},
  pages={e201800370},
  year={2018},
  publisher={Wiley},
  url={{{https://arxiv.org/abs/1907.09275}}},
  doi={{{10.1002/pamm.201800370}}}
}

@inproceedings{OlPeHoRo18,
 author = {Olbrich, Michael and Petersen, Eike and Hoffmann, Christian and Rostalski, Philipp},
 abstract = {},
 title = {{Sparse Estimation for the Assessment of Muscular Activity based on sEMG Measurements}},
 year = {2018},
 booktitle = {Proc. 18th Symp. Syst. Ident.}
}

@inproceedings{PeRo18e,
address = {Dublin},
year = {2018},
author = {Petersen, Eike and Rostalski, Philipp},
booktitle = {XXII Congr. Intl. Soc. Electrophysiology and Kinesiology (ISEK)},
title = {{Static Nonlinear Transformation of Excitation Model Input as an Alternative to Feedback Control in EMG-Force Models}},
}

@inproceedings{HeTaRo18,
 author = {Herzog, Christian and Tantau, Till and Rostalski, Philipp},
 title = {Study Program 'Robotics and Autonomous Systems' at the University of L{\"u}beck},
 booktitle = {Proc. 12th Europ. Workshop Microelectr. Educat.},
 year = {2018}
}

@article{HeThScSiBr18,
 author = {Herzog, Christian and Thomsen, Ole and Schmarbeck, Benedikt and Siebert, Marlin and Brinkmann, Ralf},
 year = {2018},
 title = {{Temperature-Controlled Laser Therapy of the Retina via Robust Adaptive ℋ∞-Control}},
 journal = {{at - Automatisierungstechnik, Invited Article in Special Issue "AUTOMED 2018"}},
 doi = {10.1515/auto-2018-0066},
 issn = {0178-2312},
 number = {12},
 pages = {1051--1063},
 volume = {66},
 year = {2018}
}

@inproceedings{HoIsRo17,
 author = {Hoffmann, Christian and Isler, Andreas and Rostalski, Philipp},
 abstract = {},
 title = {{A Factor Graph Approach to Parameter Identification for Affine LPV Systems}},
 year = {2017},
 booktitle = {Proc. Amer. Contr. Conf}
}

@inproceedings{HoPeHaBe17,
 author = {Hoffmann, Christian and Petersen, Eike and Handzsuj, Thomas and Bellani, Giacomo and Rostalski, Philipp},
 abstract = {},
 title = {{A Factor Graph-Based Change Point Detection Algorithm With an Application to sEMG-Onset and Activity Detection}},
 pages = {116--120},
 volume = {62},
 series = {Biomedical Engineering / Biomedizinische Technik, Abstract and Poster in Session 6. Biosignal Processing and Monitoring I},
 year = {2017},
 booktitle = {Ann. Conf. German Soc. Biomed. Eng.}
}

@inproceedings{GrPeEgBe17,
 author = {Graßhoff, Jan and Petersen, Eike and Eger, Marcus and Bellani, Giacomo and Rostalski, Philipp},
 abstract = {Esophageal pressure (Pes) is usually measured in patients receiving mechanical ventilation and is used for the assessment of lung mechanics. However, its interpretation is complicated by the presence of cardiogenic oscillations (CGO). In this article we present a novel method for the reduction of CGO based on the identification of pressure templates. Similar approaches are known for the removal of electrocardiographic (ECG) artifacts from the electromyogram (EMG). The proposed method is tested on clinical recordings of patients under assisted spontaneous ventilation. Besides the improvement of the respiratory signals, the identified CGO templates can be used diagnostically when viewed in relation to corresponding ECG data. This approach is illustrated on a few sample datasets.},
 title = {{A Template Subtraction Method for the Removal of Cardiogenic Oscillations on Esophageal Pressure Signals}},
 year = {2017},
 booktitle = {Proc. 39th Ann. Int. Conf. Eng. Med. Biol. Soc.}
}