Marlin Siebert, M. Sc.

Research Associate


Institute for Electrical Engineering in Medicine
Universität zu Lübeck
Moislinger Allee 53-55
23558 Lübeck
Gebäude 19,

Email:m.siebert(at)uni-luebeck.de
Phone:+49 451 3101 6220
Fax:

 

Research

Research interests

  • AI and Deep Learning
  • Biomedical signal and image analysis

Current Projects

  • PASBADIA (Patientennahe Smartphone-basierte Diagnostik mit lokaler und zentraler KI-Plattform für die Primärversorgung im ländlichen Raum)

 

Curriculum Vitae

Marlin Siebert holds a B.Sc. degree in Medical Engineering Science from Universität zu Lübeck, since 2017. His bachelor’s thesis contributed to the active power regulation of treatment lasers for the temperature-controlled photocoagulation of the retina. Completing his master thesis on the optimization and robustification of the model predictive control to the ventilation system of an anaesthesia workstation in 2019, he received the M.Sc. degree also in Medical Engieering Science at the University of Lübeck two years later. In 2018 he was an intern at Drägerwerk AG & Co. KGaA in the department for research and development and worked on medical deep learning.
Since 2020 he is employed as research associate at the Institute for Electrical Engineering in Medicine at the Universität zu Lübeck.

Publications

Journal Publications

2020

  • Männel, Georg and Siebert, Marlin and Kleinewalter , Dennis and Brendle, Christian and Rostalski, Philipp: Robust Model Predictive Control of an Anaesthesia Workstation Ventilation Unit. at - Automatisierungstechnik, 2020
    BibTeX 
    @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}
}

2019

  • Hansen, Lasse and Siebert, Marlin and Diesel, Jasper and Heinrich, Mattias P.: Fusing information from multiple 2D depth cameras for 3D human pose estimation in the operating room. International Journal of Computer Assisted Radiology and Surgery, no. 14, pp. 1871-1879, Springer, 2019
    BibTeX 
    @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}
}

2018

  • Herzog, Christian and Thomsen, Ole and Schmarbeck, Benedikt and Siebert, Marlin and Brinkmann, Ralf: Temperature-Controlled Laser Therapy of the Retina via Robust Adaptive ℋ∞-Control. at - Automatisierungstechnik, Invited Article in Special Issue AUTOMED 2018, no. 66, pp. 1051-1063, 2018
    BibTeX Auszeichnung 
    @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}
}

Conference Publications

2020

  • Männel, Georg and Siebert, Marlin and Rostalski, Philipp: Tube-based MPC for Pressure Controlled Ventilation. in Proceedings on Automation in Medical Engineering, no. 1, feb,, 2020
    BibTeX 
    @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}
}
  • Männel, Georg and Siebert, Marlin and Kleinewalter, Dennis and Brendle, Christian and Rostalski, Philipp: Model Predictive Control of an Anaesthesia Workstation Ventilation Unit. in 21st IFAC World Congress, 2020
    BibTeX 
    @inproceedings{MaSiKlBrRo20,
  author    = {Männel, Georg and Siebert, Marlin and Kleinewalter, Dennis and Brendle, Christian and Rostalski, Philipp},
  booktitle = {21st IFAC World Congress},
  title     = {{M}odel {P}redictive {C}ontrol of an {A}naesthesia {W}orkstation {V}entilation {U}nit},
  year      = {2020}
}

2018

  • Thomsen, Ole and Schmarbeck, Benedikt and Siebert, Marlin and Brinkmann, Ralf and Hoffmann, Christian: Leistungsgesteuerte temperaturüberwachte Lasertherapie der Netzhaut mittels adaptiv robuster ℋ∞-Regelung. in Proc. Workshop Automed, 2018
    BibTeX 
    @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}}
}

Theses

2019

  • Siebert, Marlin: Optimization and Robustification of the Model Predictive Control to the Ventilation System of an Anaesthesia Workstation. Master`s Thesis at the Institute for Electrical Engineering in Medicine, University of Lübeck, 2019
    BibTeX 
    @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}
}

2016

  • Siebert, Marlin: Aktive Leistungsregelung des Behandlungslasers für die kontrollierte Photokoagulation der Netzhaut. Bachelor Thesis at the Institute for Electrical Engineering in Medicine, University of Lübeck, 2016
    BibTeX 
    @phdthesis{Si16,
 author = {Siebert, Marlin},
 abstract = {},
 year = {2016},
 title = {{Aktive Leistungsregelung des Behandlungslasers f{\"u}r die kontrollierte Photokoagulation der Netzhaut}},
 school = {{Universit{\"a}t zu L{\"u}beck}},
 publisher = {{Bachelor Thesis at the Institute for Electrical Engineering in Medicine, University of Lübeck}},
 type = {{Bachelor Thesis}},
 keyword = {ThesisAtIME; SupervisedByCHoffmann; SupervisedByRBrinkmann},
 keywords = {ThesisAtIME; SupervisedByCHoffmann; SupervisedByRBrinkmann}
}