Knut Möller

According to our database, Knut Möller authored at least 77 papers between 1990 and 2024.

Collaborative distances:

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

2024

The effect of activation functions on accuracy, convergence speed, and misclassification confidence in CNN text classification: a comprehensive exploration.

Rebecca H. K. Emanuel, Paul David Docherty, Helen Lunt, Knut Möller

J. Supercomput., January, 2024

2023

Harnessing Wearable Devices for Emotional Intelligence: Therapeutic Applications in Digital Health.

Herag Arabian, Tamer Abdulbaki Alshirbaji, Ramona Schmid, Verena Wagner-Hartl, J. Geoffrey Chase, Knut Moeller

Sensors, October, 2023

Sensor Selection for Tidal Volume Determination via Linear Regression - Impact of Lasso versus Ridge Regression.

Bernhard Laufer, Paul David Docherty, Rua Murray, Sabine Krueger-Ziolek, Nour Aldeen Jalal, Fabian Hoeflinger, Stefan J. Rupitsch, Leonhard M. Reindl, Knut Moeller

Sensors, September, 2023

P-CSEM: An Attention Module for Improved Laparoscopic Surgical Tool Detection.

Herag Arabian, Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Sabine Krueger-Ziolek, Knut Moeller

Sensors, August, 2023

Optimal machine learning methods for prediction of high-flow nasal cannula outcomes using image features from electrical impedance tomography.

Lin Yang, Zhe Li, Meng Dai, Feng Fu, Knut Möller, Yuan Gao, Zhanqi Zhao

Comput. Methods Programs Biomed., August, 2023

Characterisation and Quantification of Upper Body Surface Motions for Tidal Volume Determination in Lung-Healthy Individuals.

Bernhard Laufer, Fabian Hoeflinger, Paul David Docherty, Nour Aldeen Jalal, Sabine Krueger-Ziolek, Stefan J. Rupitsch, Leonhard M. Reindl, Knut Moeller

Sensors, February, 2023

Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches.

Nour Aldeen Jalal, Tamer Abdulbaki Alshirbaji, Paul David Docherty, Herag Arabian, Bernhard Laufer, Sabine Krueger-Ziolek, Thomas Neumuth, Knut Moeller

Sensors, February, 2023

Effect of a Patient-Specific Structural Prior Mask on Electrical Impedance Tomography Image Reconstructions.

Rongqing Chen, Sabine Krueger-Ziolek, Alberto Battistel, Stefan J. Rupitsch, Knut Moeller

Sensors, 2023

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge.

Aneeq Zia, Kiran Bhattacharyya, Xi Liu, Max Berniker, Ziheng Wang, Rogerio Nespolo, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Bo Liu, David Austin, Yiheng Wang, Michal Futrega, Jean-Francois Puget, Zhenqiang Li, Yoichi Sato, Ryo Fujii, Ryo Hachiuma, Mana Masuda, Hideo Saito, An Wang, Mengya Xu, Mobarakol Islam, Long Bai, Winnie Pang, Hongliang Ren, Chinedu Innocent Nwoye, Luca Sestini, Nicolas Padoy, Maximilian Nielsen, Samuel Schüttler, Thilo Sentker, Hümeyra Husseini, Ivo M. Baltruschat, Rüdiger Schmitz, René Werner, Aleksandr Matsun, Mugariya Farooq, Numan Saeed, Jose Renato Restom Viera, Mohammad Yaqub, Neil Getty, Fangfang Xia, Zixuan Zhao, Xiaotian Duan, Xing Yao, Ange Lou, Hao Yang, Jintong Han, Jack H. Noble, Jie Ying Wu, Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Herag Arabian, Ning Ding, Knut Moeller, Weiliang Chen, Quan He, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony M. Jarc

CoRR, 2023

Optimal Positioning of Inertial Measurement Units in a Smart Shirt for Determining Respiratory Volume.

Bernhard Laufer, Nour Aldeen Jalal, Sabine Krueger-Ziolek, Paul David Docherty, Rua Murray, Fabian Hoeflinger, Leonhard M. Reindl, Knut Moeller

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Influence of a Structural Prior Mask on EIT Image Reconstruction.

Rongqing Chen, Sabine Krueger-Ziolek, Alberto Battistel, Nour Aldeen Jalal, Stefan J. Rupitsch, Knut Moeller

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Segmenting/Pre-Processing Data from Bone Screw Thread-Stripping Tests.

Jack Wilkie, Nour Aldeen Jalal, Georg Rauter, Knut Möller

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Over-distension prediction via hysteresis loop analysis and patient-specific basis functions in a virtual patient model.

Qianhui Sun, J. Geoffrey Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Geoffrey M. Shaw

Comput. Biol. Medicine, 2022

Prediction and estimation of pulmonary response and elastance evolution for volume-controlled and pressure-controlled ventilation.

Qianhui Sun, J. Geoffrey Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Serge J. H. Heines, Dennis Bergmans, Geoffrey M. Shaw

Biomed. Signal Process. Control., 2022

Determining relationship between bone screw insertion torque and insertion speed.

Jack A. Wilkie, Georg Rauter, Knut Möller

Autom., 2022

Influence of hyperparameter on the Untrue Prior Detection in Discrete Transformation-based EIT Algorithm.

Rongqing Chen, Stefan J. Rupitsch, Knut Moeller

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

Improving the Generalisability of Deep CNNs by Combining Multi-stage Features for Surgical Tool Classification.

Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Paul David Docherty, Thomas Neumuth, Knut Möller

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

2021

Virtual patients for mechanical ventilation in the intensive care unit.

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

Comput. Methods Programs Biomed., 2021

High Inter-Patient Variability in Sepsis Evolution: A Hidden Markov Model Analysis.

Jacquelyn D. Parente, J. Geoffrey Chase, Knut Moeller, Geoffrey M. Shaw

Comput. Methods Programs Biomed., 2021

A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos.

Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Paul David Docherty, Thomas Neumuth, Knut Möller

Biomed. Signal Process. Control., 2021

Quantifying Accuracy of Self-Tapping Screw Models.

Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Geometric Generalization of Self Tapping Screw Insertion Model.

Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Investigating Torque-Speed Relationship of Self-Tapping Screws.

Jack Wilkie, Paul Docherty, Thomas Stieglitz, Knut Möller

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Effects of Intra-Abdominal Pressure on Lung Mechanics during Laparoscopic Gynaecology ^*.

Nour Aldeen Jalal, Tamer Abdulbaki Alshirbaji, Bernhard Laufer, Paul Docherty, Sebastian G. Russo, Thomas Neumuth, Knut Möller

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Redistribution Index - Detection of an Outdated Prior Information in the Discrete Cosine Transformation-based EIT Algorithm.

Rongqing Chen, Knut Moeller

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Facial Emotion Recognition Focused on Descriptive Region Segmentation.

Herag Arabian, Verena Wagner-Hartl, J. Geoffrey Chase, Knut Möller

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Kernel density estimates for sepsis classification.

Jacquelyn Dawn Parente, J. Geoffrey Chase, Knut Möller, Geoffrey M. Shaw

Comput. Methods Programs Biomed., 2020

Prediction of lung mechanics throughout recruitment maneuvers in pressure-controlled ventilation.

Sophie E. Morton, Jennifer L. Knopp, Merryn H. Tawhai, Paul Docherty, Serge J. H. Heines, Dennis Bergmans, Knut Möller, J. Geoffrey Chase

Comput. Methods Programs Biomed., 2020

Cheek support affects lung mechanics measurements of tidal-based spontaneous breathing.

Sarah L. Howe, Melanie März, J. Pinter, Sabine Krueger-Ziolek, Christopher G. Pretty, Geoffrey M. Shaw, Thomas Desaive, Knut Möller, J. Geoffrey Chase

Comput. Methods Programs Biomed., 2020

Quantifying misclassification and bias errors due to hierarchical sepsis scores in real-time sepsis diagnosis.

Jacquelyn D. Parente, J. Geoffrey Chase, Knut Moeller, Geoffrey M. Shaw

Biomed. Signal Process. Control., 2020

Model-based bone material property identification.

Jack Wilkie, Paul David Docherty, Knut Möller

Autom., 2020

An alternative way to measure respiration induced changes of circumferences: a pilot study.

Bernhard Laufer, Sabine Krueger-Ziolek, Paul David Docherty, Fabian Höflinger, Leonhard M. Reindl, Knut Möller

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Inertial Sensor-Based Respiration Analysis.

Gürkan Karacocuk, Fabian Höflinger, Rui Zhang, Leonhard M. Reindl, Bernhard Laufer, Knut Möller, Mareike Röell, Denise Zdzieblik

IEEE Trans. Instrum. Meas., 2019

Comparing three differing approaches to identify a three-parameter gas-exchange model with noisy data.

Jörn Kretschmer, Paul David Docherty, Shaun M. Davidson, Bernhard Laufer, Knut Möller

IFAC J. Syst. Control., 2019

Optimising mechanical ventilation through model-based methods and automation.

Sophie E. Morton, Jennifer L. Knopp, J. Geoffrey Chase, Paul Docherty, Sarah L. Howe, Knut Möller, Geoffrey M. Shaw, Merryn H. Tawhai

Annu. Rev. Control., 2019

A review of electrical impedance tomography in lung applications: Theory and algorithms for absolute images.

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

Annu. Rev. Control., 2019

Tidal volume via circumferences of the upper body: a pilot study.

Bernhard Laufer, Sabine Krueger-Ziolek, Paul David Docherty, Fabian Hoeflinger, Leonhard M. Reindl, Knut Moeller

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

2018

Higher order total variation regularization for EIT reconstruction.

Bo Gong, Benjamin Schullcke, Sabine Krueger-Ziolek, Fan Zhang, Ullrich Mueller-Lisse, Knut Moeller

Medical Biol. Eng. Comput., 2018

Automation in medicine: from homecare to clinical applications.

Walter Karlen, Thomas Schauer, Knut Möller, Olaf Simanski

Autom., 2018

2017

EIT Imaging Regularization Based on Spectral Graph Wavelets.

Bo Gong, Benjamin Schullcke, Sabine Krueger-Ziolek, Marko Vauhkonen, Gerhard Wolf, Ullrich Mueller-Lisse, Knut Moeller

IEEE Trans. Medical Imaging, 2017

Navigating blind people with walking impairments using a smart walker.

Andreas Wachaja, Pratik Agarwal, Mathias Zink, Miguel Reyes Adame, Knut Möller, Wolfram Burgard

Auton. Robots, 2017

2016

A fast time-difference inverse solver for 3D EIT with application to lung imaging.

Ashkan Javaherian, Manuchehr Soleimani, Knut Moeller

Medical Biol. Eng. Comput., 2016

Use of basis functions within a non-linear autoregressive model of pulmonary mechanics.

Ruby Langdon, Paul David Docherty, Yeong Shiong Chiew, Knut Möller, J. Geoffrey Chase

Biomed. Signal Process. Control., 2016

Ein softwarebasierter Patientensimulator zur Evaluierung medizinischer Entscheidungssysteme.

Jörn Kretschmer, Bernhard Laufer, Thomas Lehmann, Patrick Stehle, Daniel P. Redmond, Knut Möller

Autom., 2016

2015

Komplexe Modellsysteme in der automatisierten Beatmung.

Jörn Kretschmer, Christoph Schranz, Axel Riedlinger, Knut Möller

Autom., 2015

Navigating blind people with a smart walker.

Andreas Wachaja, Pratik Agarwal, Mathias Zink, Miguel Reyes Adame, Knut Möller, Wolfram Burgard

Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Steps towards 3D Electrical Impedance Tomography.

Benjamin Schullcke, Bo Gong, Knut Moeller

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Hierarchische Modellsysteme zur Optimierung der Beatmungstherapie.

Jörn Kretschmer, Christoph Schranz, Axel Riedlinger, Dirk Schädler, Norbert Weiler, Knut Möller

Proceedings of the Wissenschaft und Kunst der Modellierung, 2015

2014

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.

Paul Docherty, Christoph Schranz, J. Geoffrey Chase, Yeong Shiong Chiew, Knut Möller

Comput. Methods Programs Biomed., 2014

Reformulation of the pressure-dependent recruitment model (PRM) of respiratory mechanics.

Paul David Docherty, Christoph Schranz, Yeong Shiong Chiew, Knut Möller, J. Geoffrey Chase

Biomed. Signal Process. Control., 2014

2013

Efficient computation of interacting model systems.

Jörn Kretschmer, Christoph Schranz, Christian Knöbel, J. Wingender, Edmund Koch, Knut Möller

J. Biomed. Informatics, 2013

Hierarchical individualization of a recruitment model with a viscoelastic component for ARDS patients.

Christoph Schranz, Jörn Kretschmer, Knut Möller

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A simple gas exchange model predicting arterial oxygen content for various FiO2 levels.

Jörn Kretschmer, Tobias Becher, Axel Riedlinger, Dirk Schädler, Norbert Weiler, Knut Möller

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Combination of engineering and medical education using an active mechanical lung simulator.

Sabine Krueger-Ziolek, Christian Knöbel, Christoph Schranz, Knut Möller

Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012

Structural Identifiability and Practical Applicability of an Alveolar Recruitment Model for ARDS Patients.

Christoph Schranz, Paul Docherty, Yeong Shiong Chiew, J. Geoffrey Chase, Knut Möller

IEEE Trans. Biomed. Eng., 2012

Using multi-dimensional dynamic time warping for TUG test instrumentation with inertial sensors.

Ahmed Al-Jawad, Miguel Reyes Adame, Michailas Romanovas, Markus Hobert, Walter Maetzler, Martin Traechtler, Knut Moeller, Yiannos Manoli

Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2012

2011

Hierarchical Parameter Identification in Models of Respiratory Mechanics.

Christoph Schranz, Christian Knöbel, Jörn Kretschmer, Zhanqi Zhao, Knut Möller

IEEE Trans. Biomed. Eng., 2011

Automated mechanical ventilation: adapting decision making to different disease states.

Sara Lozano-Zahonero, D. Gottlieb, C. Haberthür, Josef Guttmann, Knut Möller

Medical Biol. Eng. Comput., 2011

Dynamically generated models for medical decision support systems.

Jörn Kretschmer, Alexander Wahl, Knut Möller

Comput. Biol. Medicine, 2011

Noninvasive method for measuring respiratory system compliance during pressure support ventilation.

Zhanqi Zhao, Marcus Eger, Thomas Handzsuj, V. Marco Ranieri, Lorenzo Appendini, Cosimo Micelli, Knut Möller

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Inverse modeling supports quantification of pressure and time depending effects in ARDS patients.

Christoph Schranz, Knut Moeller

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Sequential versus concurrent computation of complex model systems for medical decision support.

Jörn Kretschmer, Knut Möller

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Ventilation distribution on different body positions measured by electrical impedance tomography.

Michael Volk, Christoph Schmid, Zhanqi Zhao, Knut Möller

Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

Hierarchical modeling for medical decision support.

Knut Möller, Jörn Kretschmer, Christoph Schranz

Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

Time course of etCO2 response to alterations in respiration rate predicted by a mathematical model of human gas exchange.

Jörn Kretschmer, Knut Möller

Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

2010

Automated Analysis of Intratidal Dynamics of Alveolar Geometry From Microscopic Endoscopy.

David Schwenninger, Knut Möller, Hui Liu, Josef Guttmann

IEEE Trans. Biomed. Eng., 2010

2009

Prediction of Mechanical Lung Parameters Using Gaussian Process Models.

Steven Ganzert, Stefan Kramer, Knut Möller, Daniel Steinmann, Josef Guttmann

Proceedings of the Artificial Intelligence in Medicine, 2009

1996

Abstraction as a Heuristic to Guide Planning.

Michael Contzen, Knut Möller

Proceedings of the KI-96: Advances in Artificial Intelligence, 1996

1994

Künstliche Neuronale Netze: eine Bestandsaufnahme.

Knut Möller, Gerhard Paass

Künstliche Intell., 1994

1993

Das Lernen von Mehrdeutigen Abbildungen mit fehlergesteuerter Zerlegung.

Knut Möller

Proceedings of the Informatik in den Biowissenschaften, 1993

1992

Tracking and Grasping of Moving Objects - a Behaviour-Based Approach.

Alexander Asteroth, Mark Sebastian Fischer, Knut Möller, Uwe Schnepf

Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1992

Adaptive Roboterkontrolle mit konnektionistischen Systemen.

Knut Möller

PhD thesis, 1992

1991

Adaptive Roboterkontrolle mit künstlichen Neuronalen Netzen.

Knut Möller, Sebastian Thrun

Wirtschaftsinf., 1991

Active Exploration in Dynamic Environments.

Sebastian Thrun, Knut Möller

Proceedings of the Advances in Neural Information Processing Systems 4, 1991

1990

Adaptive Look-Ahead Planning.

Sebastian Thrun, Knut Möller, Alexander Linden

Proceedings of the Konnektionismus in Artificial Intelligence und Kognitionsforschung. Proceedings 6. Österreichische Artificial Intelligence-Tagung (KONNAI), 1990

Wissenserwerb über dynamische Systeme: Befunde Konnektionistischer Modellierung.

Anette Standfuss, Knut Möller, Joachim Funke

Proceedings of the Konnektionismus in Artificial Intelligence und Kognitionsforschung. Proceedings 6. Österreichische Artificial Intelligence-Tagung (KONNAI), 1990

Planning with an Adaptive World Model.

Sebastian Thrun, Knut Möller, Alexander Linden

Proceedings of the Advances in Neural Information Processing Systems 3, 1990