Knut Möller

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 32

Top Venues

EMBC

Comput. Methods Programs Biomed.

Autom.

Biomed. Signal Process. Control.

University of Bonn, Germany (PHD)

Education History

University of Bonn, Germany

PHD

Publications

Qianhui Sun, J. Geoffrey Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Geoffrey M. Shaw, Thomas Desaive
Estimating patient spontaneous breathing effort in mechanical ventilation using a b-splines function approach. IFAC J. Syst. Control. 28 (2024)
Trudy Caljé-van der Klei, Qianhui Sun, J. Geoffrey Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Serge J. H. Heines, Dennis Bergmans, Geoffrey M. Shaw
Pulmonary response prediction through personalized basis functions in a virtual patient model. Comput. Methods Programs Biomed. 244 (2024)
Rebecca H. K. Emanuel, Paul David Docherty, Helen Lunt, Knut Möller
The effect of activation functions on accuracy, convergence speed, and misclassification confidence in CNN text classification: a comprehensive exploration. J. Supercomput. 80 (1) (2024)
Ning Ding, Herag Arabian, Knut Möller
Feature space separation by conformity loss driven training of CNN. IFAC J. Syst. Control. 28 (2024)
Jack Wilkie, Nour Aldeen Jalal, Georg Rauter, Knut Möller
Segmenting/Pre-Processing Data from Bone Screw Thread-Stripping Tests. EMBC (2023)
Lin Yang, Zhe Li, Meng Dai, Feng Fu, Knut Möller, Yuan Gao, Zhanqi Zhao
Optimal machine learning methods for prediction of high-flow nasal cannula outcomes using image features from electrical impedance tomography. Comput. Methods Programs Biomed. 238 (2023)
Jack A. Wilkie, Georg Rauter, Knut Möller
Determining relationship between bone screw insertion torque and insertion speed. Autom. 70 (11) (2022)
Qianhui Sun, J. Geoffrey Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Geoffrey M. Shaw
Over-distension prediction via hysteresis loop analysis and patient-specific basis functions in a virtual patient model. Comput. Biol. Medicine 141 (2022)
Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Paul David Docherty, Thomas Neumuth, Knut Möller
Improving the Generalisability of Deep CNNs by Combining Multi-stage Features for Surgical Tool Classification. EMBC (2022)
Qianhui Sun, J. Geoffrey Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Serge J. H. Heines, Dennis Bergmans, Geoffrey M. Shaw
Prediction and estimation of pulmonary response and elastance evolution for volume-controlled and pressure-controlled ventilation. Biomed. Signal Process. Control. 72 (Part) (2022)
Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller
Geometric Generalization of Self Tapping Screw Insertion Model. EMBC (2021)
Nour Aldeen Jalal, Tamer Abdulbaki Alshirbaji, Bernhard Laufer, Paul Docherty, S. G. Russo, Thomas Neumuth, Knut Möller
. EMBC (2021)
H. Arabian, Verena Wagner-Hartl, J. Geoffrey Chase, Knut Möller
Facial Emotion Recognition Focused on Descriptive Region Segmentation. EMBC (2021)
Cong Zhou, J. Geoffrey Chase, Jennifer L. Knopp, Qianhui Sun, Merryn H. Tawhai, Knut Möller, Serge J. H. Heines, Dennis Bergmans, Geoffrey M. Shaw, Thomas Desaive
Virtual patients for mechanical ventilation in the intensive care unit. Comput. Methods Programs Biomed. 199 (2021)
Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller
Investigating Torque-Speed Relationship of Self-Tapping Screws. EMBC (2021)
Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Paul David Docherty, Thomas Neumuth, Knut Möller
A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos. Biomed. Signal Process. Control. 68 (2021)
Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller
Quantifying Accuracy of Self-Tapping Screw Models. EMBC (2021)
Jacquelyn Dawn Parente, J. Geoffrey Chase, Knut Möller, Geoffrey M. Shaw
Kernel density estimates for sepsis classification. Comput. Methods Programs Biomed. 188 (2020)
Jack Wilkie, Paul David Docherty, Knut Möller
Model-based bone material property identification. Autom. 68 (11) (2020)
Sarah L. Howe, Melanie März, J. Pinter, Sabine Krueger-Ziolek, Christopher G. Pretty, Geoffrey M. Shaw, Thomas Desaive, Knut Möller, J. Geoffrey Chase
Cheek support affects lung mechanics measurements of tidal-based spontaneous breathing. Comput. Methods Programs Biomed. 193 (2020)
Sophie E. Morton, Jennifer L. Knopp, Merryn H. Tawhai, Paul Docherty, Serge J. H. Heines, Dennis Bergmans, Knut Möller, J. Geoffrey Chase
Prediction of lung mechanics throughout recruitment maneuvers in pressure-controlled ventilation. Comput. Methods Programs Biomed. 197 (2020)
Bernhard Laufer, Sabine Krueger-Ziolek, Paul David Docherty, Fabian Höflinger, Leonhard M. Reindl, Knut Möller
An alternative way to measure respiration induced changes of circumferences: a pilot study. EMBC (2020)
Gürkan Karacocuk, Fabian Höflinger, Rui Zhang, Leonhard M. Reindl, Bernhard Laufer, Knut Möller, Mareike Röell, Denise Zdzieblik
Inertial Sensor-Based Respiration Analysis. IEEE Trans. Instrum. Meas. 68 (11) (2019)
Thiago de Castro Martins, André Kubagawa Sato, Fernando Silva de Moura, Erick Dario León Bueno de Camargo, Olavo Luppi Silva, Talles Batista Rattis Santos, Zhanqi Zhao, Knut Möller, Marcelo Brito Passos Amato, Jennifer L. Mueller, Raul Gonzalez Lima, Marcos de Sales Guerra Tsuzuki
A review of electrical impedance tomography in lung applications: Theory and algorithms for absolute images. Annu. Rev. Control. 48 (2019)
Sophie E. Morton, Jennifer L. Knopp, J. Geoffrey Chase, Paul Docherty, Sarah L. Howe, Knut Möller, Geoffrey M. Shaw, Merryn H. Tawhai
Optimising mechanical ventilation through model-based methods and automation. Annu. Rev. Control. 48 (2019)
Jörn Kretschmer, Paul David Docherty, Shaun M. Davidson, Bernhard Laufer, Knut Möller
Comparing three differing approaches to identify a three-parameter gas-exchange model with noisy data. IFAC J. Syst. Control. 7 (2019)
Walter Karlen, Thomas Schauer, Knut Möller, Olaf Simanski
Automation in medicine: from homecare to clinical applications. Autom. 66 (12) (2018)
Andreas Wachaja, Pratik Agarwal, Mathias Zink, Miguel Reyes Adame, Knut Möller, Wolfram Burgard
Navigating blind people with walking impairments using a smart walker. Auton. Robots 41 (3) (2017)
Jörn Kretschmer, Bernhard Laufer, Thomas Lehmann, Patrick Stehle, Daniel P. Redmond, Knut Möller
Ein softwarebasierter Patientensimulator zur Evaluierung medizinischer Entscheidungssysteme. Autom. 64 (11) (2016)
Ruby Langdon, Paul David Docherty, Yeong Shiong Chiew, Knut Möller, J. Geoffrey Chase
Use of basis functions within a non-linear autoregressive model of pulmonary mechanics. Biomed. Signal Process. Control. 27 (2016)
Jörn Kretschmer, Christoph Schranz, Axel Riedlinger, Knut Möller
Komplexe Modellsysteme in der automatisierten Beatmung. Autom. 63 (1) (2015)
Andreas Wachaja, Pratik Agarwal, Mathias Zink, Miguel Reyes Adame, Knut Möller, Wolfram Burgard
Navigating blind people with a smart walker. IROS (2015)
Paul Docherty, Christoph Schranz, J. Geoffrey Chase, Yeong Shiong Chiew, Knut Möller
Utility of a novel error-stepping method to improve gradient-based parameter identification by increasing the smoothness of the local objective surface: A case-study of pulmonary mechanics. Comput. Methods Programs Biomed. 114 (3) (2014)
Paul David Docherty, Christoph Schranz, Yeong Shiong Chiew, Knut Möller, J. Geoffrey Chase
Reformulation of the pressure-dependent recruitment model (PRM) of respiratory mechanics. Biomed. Signal Process. Control. 12 (2014)
Christoph Schranz, Jörn Kretschmer, Knut Möller
Hierarchical individualization of a recruitment model with a viscoelastic component for ARDS patients. EMBC (2013)
Sabine Krueger-Ziolek, Christian Knöbel, Christoph Schranz, Knut Möller
Combination of engineering and medical education using an active mechanical lung simulator. CBMS (2013)
Jörn Kretschmer, Tobias Becher, Axel Riedlinger, Dirk Schädler, Norbert Weiler, Knut Möller
A simple gas exchange model predicting arterial oxygen content for various FiO2 levels. EMBC (2013)
Jörn Kretschmer, Christoph Schranz, Christian Knöbel, J. Wingender, Edmund Koch, Knut Möller
Efficient computation of interacting model systems. J. Biomed. Informatics 46 (3) (2013)
Christoph Schranz, Paul Docherty, Yeong Shiong Chiew, J. Geoffrey Chase, Knut Möller
Structural Identifiability and Practical Applicability of an Alveolar Recruitment Model for ARDS Patients. IEEE Trans. Biomed. Eng. 59 (12) (2012)
Christoph Schranz, Christian Knöbel, Jörn Kretschmer, Zhanqi Zhao, Knut Möller
Hierarchical Parameter Identification in Models of Respiratory Mechanics. IEEE Trans. Biomed. Eng. 58 (11) (2011)
Jörn Kretschmer, Knut Möller
Sequential versus concurrent computation of complex model systems for medical decision support. EMBC (2011)
Knut Möller, Jörn Kretschmer, Christoph Schranz
Hierarchical modeling for medical decision support. BMEI (2011)
Zhanqi Zhao, Marcus Eger, Thomas Handzsuj, V. Marco Ranieri, Lorenzo Appendini, Cosimo Micelli, Knut Möller
Noninvasive method for measuring respiratory system compliance during pressure support ventilation. EMBC (2011)
Jörn Kretschmer, Alexander Wahl, Knut Möller
Dynamically generated models for medical decision support systems. Comput. Biol. Medicine 41 (10) (2011)
Michael Volk, Christoph Schmid, Zhanqi Zhao, Knut Möller
Ventilation distribution on different body positions measured by electrical impedance tomography. BMEI (2011)
S. Lozano-Zahonero, D. Gottlieb, C. Haberthür, Josef Guttmann, Knut Möller
Automated mechanical ventilation: adapting decision making to different disease states. Medical Biol. Eng. Comput. 49 (3) (2011)
Jörn Kretschmer, Knut Möller
Time course of etCO2 response to alterations in respiration rate predicted by a mathematical model of human gas exchange. BMEI (2011)
David Schwenninger, Knut Möller, Hui Liu, Josef Guttmann
Automated Analysis of Intratidal Dynamics of Alveolar Geometry From Microscopic Endoscopy. IEEE Trans. Biomed. Eng. 57 (2) (2010)
Steven Ganzert, Stefan Kramer, Knut Möller, Daniel Steinmann, Josef Guttmann
Prediction of Mechanical Lung Parameters Using Gaussian Process Models. AIME (2009)
Michael Contzen, Knut Möller
Abstraction as a Heuristic to Guide Planning. KI (1996)
Knut Möller, Gerhard Paass
Künstliche Neuronale Netze: eine Bestandsaufnahme. Künstliche Intell. 8 (4) (1994)
Knut Möller
Das Lernen von Mehrdeutigen Abbildungen mit fehlergesteuerter Zerlegung. Informatik in den Biowissenschaften (1993)
Alexander Asteroth, Mark Sebastian Fischer, Knut Möller, Uwe Schnepf
Tracking and Grasping of Moving Objects - a Behaviour-Based Approach. IEA/AIE (1992)
Sebastian Thrun, Knut Möller
Active Exploration in Dynamic Environments. NIPS (1991)
Knut Möller, Sebastian Thrun
Adaptive Roboterkontrolle mit künstlichen Neuronalen Netzen. Wirtschaftsinf. 33 (5) (1991)
Sebastian Thrun, Knut Möller, Alexander Linden
Planning with an Adaptive World Model. NIPS (1990)
Anette Standfuss, Knut Möller, Joachim Funke
Wissenserwerb über dynamische Systeme: Befunde Konnektionistischer Modellierung. ÖGAI (1990)
Sebastian Thrun, Knut Möller, Alexander Linden
Adaptive Look-Ahead Planning. ÖGAI (1990)

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Publication Activity (10 Years)

Top Topics

Top Venues

Knut Möller