Planning with an Adaptive World Model. - Sebastian Thrun; Knut Möller; Alexander Linden 002 (NIPS, 1990)

Wissenserwerb über dynamische Systeme: Befunde Konnektionistischer Modellierung. - Anette Standfuss; Knut Möller; Joachim Funke (ÖGAI, 1990)

Adaptive Look-Ahead Planning. - Sebastian Thrun; Knut Möller; Alexander Linden 002 (ÖGAI, 1990)

Active Exploration in Dynamic Environments. - Sebastian Thrun; Knut Möller (NIPS, 1991)

Adaptive Roboterkontrolle mit künstlichen Neuronalen Netzen. - Knut Möller; Sebastian Thrun (Wirtschaftsinf., 1991)

Adaptive Roboterkontrolle mit konnektionistischen Systemen. - Knut Möller (Infix Verlag, St. Augustin, Germany, 1992)

Tracking and Grasping of Moving Objects - a Behaviour-Based Approach. - Alexander Asteroth; Mark Sebastian Fischer; Knut Möller; Uwe Schnepf (IEA/AIE, 1992)

Das Lernen von Mehrdeutigen Abbildungen mit fehlergesteuerter Zerlegung. - Knut Möller (Informatik in den Biowissenschaften, 1993)

Künstliche Neuronale Netze: eine Bestandsaufnahme. - Knut Möller; Gerhard Paass (Künstliche Intell., 1994)

Abstraction as a Heuristic to Guide Planning. - Michael Contzen; Knut Möller (KI, 1996)

Prediction of Mechanical Lung Parameters Using Gaussian Process Models. - Steven Ganzert; Stefan Kramer 001; Knut Möller; Daniel Steinmann; Josef Guttmann (AIME, 2009)

Automated Analysis of Intratidal Dynamics of Alveolar Geometry From Microscopic Endoscopy. - David Schwenninger; Knut Möller; Hui Liu; Josef Guttmann (IEEE Trans. Biomed. Eng., 2010)

Time course of etCO2 response to alterations in respiration rate predicted by a mathematical model of human gas exchange. - Jörn Kretschmer; Knut Möller (BMEI, 2011)

Hierarchical modeling for medical decision support. - Knut Möller; Jörn Kretschmer; Christoph Schranz (BMEI, 2011)

Ventilation distribution on different body positions measured by electrical impedance tomography. - Michael Volk; Christoph Schmid; Zhanqi Zhao; Knut Möller (BMEI, 2011)

Sequential versus concurrent computation of complex model systems for medical decision support. - Jörn Kretschmer; Knut Möller (EMBC, 2011)

Inverse modeling supports quantification of pressure and time depending effects in ARDS patients. - Christoph Schranz; Knut Moeller (EMBC, 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 (EMBC, 2011)

Dynamically generated models for medical decision support systems. - Jörn Kretschmer; Alexander Wahl; Knut Möller (Comput. Biol. Medicine, 2011)

Automated mechanical ventilation: adapting decision making to different disease states. - Sara Lozano-Zahonero; Dominik Gottlieb; Christoph Haberthür; Josef Guttmann; Knut Möller (Medical Biol. Eng. Comput., 2011)

Hierarchical Parameter Identification in Models of Respiratory Mechanics. - Christoph Schranz; Christian Knöbel; Jörn Kretschmer; Zhanqi Zhao; Knut Möller (IEEE Trans. Biomed. Eng., 2011)

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 (MFI, 2012)

Structural Identifiability and Practical Applicability of an Alveolar Recruitment Model for ARDS Patients. - Christoph Schranz; Paul Docherty 001; Yeong Shiong Chiew; J. Geoffrey Chase; Knut Möller (IEEE Trans. Biomed. Eng., 2012)

Combination of engineering and medical education using an active mechanical lung simulator. - Sabine Krueger-Ziolek; Christian Knöbel; Christoph Schranz; Knut Möller (CBMS, 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 (EMBC, 2013)

Hierarchical individualization of a recruitment model with a viscoelastic component for ARDS patients. - Christoph Schranz; Jörn Kretschmer; Knut Möller (EMBC, 2013)

Efficient computation of interacting model systems. - Jörn Kretschmer; Christoph Schranz; Christian Knöbel; J. Wingender; Edmund Koch; Knut Möller (J. Biomed. Informatics, 2013)

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)

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 001; Christoph Schranz; J. Geoffrey Chase; Yeong Shiong Chiew; Knut Möller (Comput. Methods Programs Biomed., 2014)

Hierarchische Modellsysteme zur Optimierung der Beatmungstherapie. - Jörn Kretschmer; Christoph Schranz; Axel Riedlinger; Dirk Schädler; Norbert Weiler; Knut Möller (Wissenschaft und Kunst der Modellierung, 2015)

Steps towards 3D Electrical Impedance Tomography. - Benjamin Schullcke; Bo Gong; Knut Moeller (EMBC, 2015)

Navigating blind people with a smart walker. - Andreas Wachaja; Pratik Agarwal; Mathias Zink; Miguel Reyes Adame; Knut Möller; Wolfram Burgard (IROS, 2015)

Komplexe Modellsysteme in der automatisierten Beatmung. - Jörn Kretschmer; Christoph Schranz; Axel Riedlinger; Knut Möller (Autom., 2015)

Ein softwarebasierter Patientensimulator zur Evaluierung medizinischer Entscheidungssysteme. - Jörn Kretschmer; Bernhard Laufer; Thomas Lehmann 002; Patrick Stehle; Daniel P. Redmond; Knut Möller (Autom., 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)

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)

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)

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)

Automation in medicine: from homecare to clinical applications. - Walter Karlen; Thomas Schauer; Knut Möller; Olaf Simanski (Autom., 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)

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 (EMBC, 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)

Optimising mechanical ventilation through model-based methods and automation. - Sophie E. Morton; Jennifer L. Knopp; J. Geoffrey Chase; Paul Docherty 001; Sarah L. Howe; Knut Möller; Geoffrey M. Shaw; Merryn H. Tawhai (Annu. Rev. Control., 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)

Inertial Sensor-Based Respiration Analysis. - Gürkan Karacocuk; Fabian Höflinger; Rui Zhang 001; Leonhard M. Reindl; Bernhard Laufer; Knut Möller; Mareike Röell; Denise Zdzieblik (IEEE Trans. Instrum. Meas., 2019)

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 (EMBC, 2020)

Model-based bone material property identification. - Jack Wilkie 001; Paul David Docherty; Knut Möller (Autom., 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)

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)

Prediction of lung mechanics throughout recruitment maneuvers in pressure-controlled ventilation. - Sophie E. Morton; Jennifer L. Knopp; Merryn H. Tawhai; Paul Docherty 001; Serge J. H. Heines; Dennis Bergmans; Knut Möller; J. Geoffrey Chase (Comput. Methods Programs Biomed., 2020)

Kernel density estimates for sepsis classification. - Jacquelyn Dawn Parente; J. Geoffrey Chase; Knut Möller; Geoffrey M. Shaw (Comput. Methods Programs Biomed., 2020)

Facial Emotion Recognition Focused on Descriptive Region Segmentation. - Herag Arabian; Verena Wagner-Hartl; J. Geoffrey Chase; Knut Möller (EMBC, 2021)

Redistribution Index - Detection of an Outdated Prior Information in the Discrete Cosine Transformation-based EIT Algorithm. - Rongqing Chen; Knut Moeller (EMBC, 2021)

Effects of Intra-Abdominal Pressure on Lung Mechanics during Laparoscopic Gynaecology *. - Nour Aldeen Jalal; Tamer Abdulbaki Alshirbaji; Bernhard Laufer; Paul Docherty 001; Sebastian G. Russo; Thomas Neumuth; Knut Möller (EMBC, 2021)

Investigating Torque-Speed Relationship of Self-Tapping Screws. - Jack Wilkie 001; Paul Docherty 001; Thomas Stieglitz; Knut Möller (EMBC, 2021)

Geometric Generalization of Self Tapping Screw Insertion Model. - Jack Wilkie 001; Paul Docherty 001; Thomas Stieglitz; Knut Möller (EMBC, 2021)

Quantifying Accuracy of Self-Tapping Screw Models. - Jack Wilkie 001; Paul Docherty 001; Thomas Stieglitz; Knut Möller (EMBC, 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)

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)

Virtual patients for mechanical ventilation in the intensive care unit. - Cong Zhou; J. Geoffrey Chase; Jennifer L. Knopp; Qianhui Sun 001; Merryn H. Tawhai; Knut Möller; Serge J. H. Heines; Dennis Bergmans; Geoffrey M. Shaw; Thomas Desaive (Comput. Methods Programs Biomed., 2021)

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 (EMBC, 2022)

Influence of hyperparameter on the Untrue Prior Detection in Discrete Transformation-based EIT Algorithm. - Rongqing Chen; Stefan J. Rupitsch; Knut Moeller (EMBC, 2022)

Determining relationship between bone screw insertion torque and insertion speed. - Jack A. Wilkie; Georg Rauter; Knut Möller (Autom., 2022)

Prediction and estimation of pulmonary response and elastance evolution for volume-controlled and pressure-controlled ventilation. - Qianhui Sun 001; 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)

Over-distension prediction via hysteresis loop analysis and patient-specific basis functions in a virtual patient model. - Qianhui Sun 001; J. Geoffrey Chase; Cong Zhou; Merryn H. Tawhai; Jennifer L. Knopp; Knut Möller; Geoffrey M. Shaw (Comput. Biol. Medicine, 2022)

Segmenting/Pre-Processing Data from Bone Screw Thread-Stripping Tests. - Jack Wilkie 001; Nour Aldeen Jalal; Georg Rauter; Knut Möller (EMBC, 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 (EMBC, 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 (EMBC, 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 003; Rogerio Nespolo; Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa; Bo Liu; David Austin; Yiheng Wang; et al. (CoRR, 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)

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, 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, 2023)

Optimal machine learning methods for prediction of high-flow nasal cannula outcomes using image features from electrical impedance tomography. - Lin Yang; Zhe Li 051; Meng Dai; Feng Fu; Knut Möller; Yuan Gao; Zhanqi Zhao (Comput. Methods Programs Biomed., 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, 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, 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, 2023)

Pulmonary response prediction through personalized basis functions in a virtual patient model. - Trudy Caljé-van der Klei; Qianhui Sun 001; J. Geoffrey Chase; Cong Zhou; Merryn H. Tawhai; Jennifer L. Knopp; Knut Möller; Serge J. H. Heines; Dennis Bergmans; Geoffrey M. Shaw (Comput. Methods Programs Biomed., 2024)

Cholec80-Boxes: Bounding Box Labelling Data for Surgical Tools in Cholecystectomy Images. - Tamer Abdulbaki Alshirbaji; Nour Aldeen Jalal; Herag Arabian; Alberto Battistel; Paul David Docherty; Hisham ElMoaqet; Thomas Neumuth; Knut Moeller (Data, 2024)

Feature space separation by conformity loss driven training of CNN. - Ning Ding; Herag Arabian; Knut Möller (IFAC J. Syst. Control., 2024)

Voltage-based separation of respiration and cardiac activity by harmonic analysis in electrical impedance tomography. - Erik Stein; Rongqing Chen; Alberto Battistel; Sabine Krueger-Ziolek; Knut Moeller (IFAC J. Syst. Control., 2024)

Estimating patient spontaneous breathing effort in mechanical ventilation using a b-splines function approach. - Qianhui Sun 001; J. Geoffrey Chase; Cong Zhou; Merryn H. Tawhai; Jennifer L. Knopp; Knut Möller; Geoffrey M. Shaw; Thomas Desaive (IFAC J. Syst. Control., 2024)

Virtual Reality-Based Approach to Evaluate Emotional Everyday Scenarios for a Digital Health Application. - Valentin Wunsch; Effi Freya Picka; Hanna Schumm; Joshua Kopp; Tamer Abdulbaki Alshirbaji; Herag Arabian; Knut Möller; Verena Wagner-Hartl (Multimodal Technol. Interact., 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., 2024)

Image-Based 3D Reconstruction in Laparoscopy: A Review Focusing on the Quantitative Evaluation by Applying the Reconstruction Error. - Birthe Göbel; Alexander Reiterer; Knut Möller (J. Imaging, 2024)

An EIT-based assessment of regional ventilation delay under incremental PEEP: Influence of sex, smoking, vaping, asthma, and BMI. - Rongqing Chen; Ella F. S. Guy; Jaimey A. Clifton; J. Geoffrey Chase; Stefan J. Rupitsch; Knut Moeller (Comput. Methods Programs Biomed., 2025)

Adversarial training with borderline samples. - Ning Ding; Knut Möller (J. Supercomput., 2025)