Prof. Dr. rer. nat. Knut Möller

Knut Möller

Leitung Institut für Angewandte Forschung

Field of research and / or teaching

Lehrgebiete:

  • Medizinische Informatik
  • Telemedizin und Automatisierung
  • Physiologische Modellierung und Modellbildung
  • Künstliche neuronale Netze in der Signalanalyse und Mustererkennung
  • Intelligentes Monitoring

Publications

Möller, Knut

2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2002 | 1999 | 1998 | 1997 | 1994 | 1991 | 1989

2024

Ella F. Guy, Jaimey A. Clifton, Trudy Calje-van der Klei, Rongqing Chen, Jennifer L. Knopp, Knut Möller, James G. Chase Respiratory monitoring dataset, with rapid expiratory occlusions, over increasing positive airway pressure ventilation

2023

Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Paul D. Docherty, Thomas Neumuth, Knut Möller A comparative evaluation of spatial pooling methods for surgical tool detection
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Bernhard Laufer, Paul D. Docherty, Thomas Neumuth, Knut Möller Analysing multi-perspective patient-related data during laparoscopic gynaecology procedures
Herag Arabian, Ramona Schmid, Verena Wagner-Hartl, Knut Möller Analysis of EDA and Heart Rate Signals for Emotional Stimuli Responses
Ashish Bhave, Stefan J. Rupitsch, Knut Möller Analysis of stretch distribution of high compliant elastomers within folded lumen vessels
Rongqing Chen, Alberto Battistel, Sabine Krüger-Ziolek, James G. Chase, Stefan J. Rupitsch, Knut Möller Assessing the impact of a structural prior mask on EIT images with different thorax excursion models
Herag Arabian, Alberto Battistel, James G. Chase, Knut Möller Attention-Guided Network Model for Image-Based Emotion Recognition
Devanshu Mukherjee, Abdullah Al-Hammadi, Bernhard Laufer, Knut Möller Changes of human trunk circumferences during different breathing styles in different positions
Bernhard Laufer, Fabian Höflinger, Paul D. Docherty, Nour A. Jalal, Sabine Krüger-Ziolek, Stefan J. Rupitsch, Leonhard Reindl, Knut Möller Characterisation and Quantification of Upper Body Surface Motions for Tidal Volume Determination in Lung-Healthy Individuals
Qing Li, Yi Li, Guangyu Niu, Mingna Li, Jia Deng, Knut Möller, Inez Frerichs, Jianing Xi, Hongying Jiang, Zhanqi Zhao Chest physiotherapy guided by electrical impedance tomography in high-dependency unit patients with pulmonary diseases: an introduction of methodology and feasibility
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Bernhard Laufer, Paul D. Docherty, Thomas Neumuth, Knut Möller Computer-assisted generation of anaesthesia report during laparoscopic procedures
Christoph Busch, Stefan J. Rupitsch, Knut Möller Consideration of Tissue Deformation through an Electrode Displacement in a Monopolar Coagulation Model
Christoph Busch, Stefan J. Rupitsch, Knut Möller Dependency on thermal and electrical conductivity in monopolar coagulation
Christoph Busch, Stefan J. Rupitsch, Knut Möller Determination of the water content of an ex vivo porcine liver
James G. Chase, Cong Zhou, Jennifer L. Knopp, Knut Möller, Balazs Benyo, Thomas Desaive, Jennifer H. Wong, Sanna Malinen, Katharina Naswall, Geoffrey M. Shaw, Bernard Lambermont, Yeong S. Chiew Digital Twins and Automation of Care in the Intensive Care Unit
Herag Arabian, Knut Möller Dynamic emotion recognition using histogram of oriented gradients
Rongqing Chen, Sabine Krüger-Ziolek, Alberto Battistel, Stefan J. Rupitsch, Knut Möller Effect of a Patient-Specific Structural Prior Mask on Electrical Impedance Tomography Image Reconstructions
Jack Wilkie, Ashish Bhave, Georg Rauter, Knut Möller Effects of Velocity Profile and Plate Usage on Identified Bone Strength during Instrumented Screw Insertion
Ashish Bhave, Benjamin Sittkus, Stefan J. Rupitsch, Knut Möller Evaluation of high compliant elastomer balloons for the identification of artery biomechanics
Ashish Bhave, Benjamin Sittkus, Stefan J. Rupitsch, Ulrich Mescheder, Knut Möller Finite Element Analysis of a High Compliant Balloon with Strain Sensing Segments for the Identification of Biomechanical Properties within Tubular Vessels
Ashish Bhave, Benjamin Sittkus, Gerald Urban, Ulrich Mescheder, Knut Möller Finite element analysis of the interaction between high-compliant balloon catheters and non-cylindrical vessel structures: towards tactile sensing balloon catheters
Herag Arabian, Ning Ding, James G. Chase, Knut Möller Fourier Series Model for Facial Feature Point Land-Marking
Alberto Battistel, Rongqing Chen, Erik Stein, Noel Hallemans, Knut Möller Functional image of separated ventilation and cardiac activity in EIT
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Thomas Neumuth, Knut Möller Fusing CNN features to improve generalisability for surgical tool classification
Ning Ding, Knut Möller Generate adversarial images with gradient search
Herag Arabian, Tamer Abdulbaki Alshirbaji, Ramona Schmid, Verena Wagner-Hartl, James G. Chase, Knut Möller Harnessing Wearable Devices for Emotional Intelligence: Therapeutic Applications in Digital Health
Ramona Schmid, Sophia M. Saat, Knut Möller, Verena Wagner-Hartl Induction method influence on emotion recognition based on psychophysiological parameters
Erik Stein, Rongqing Chen, Alberto Battistel, Andras Lovas, Balazs Benyo, Knut Möller Influence of Reconstruction Algorithms on Harmonic Analysis in Electrical Impedance Tomography
Rongqing Chen, Sabine Krüger-Ziolek, Alberto Battistel, Nour A. Jalal, Stefan J. Rupitsch, Knut Möller Influence of a Structural Prior Mask on EIT Image Reconstruction
Rongqing Chen, Erik Stein, Alberto Battistel, Sabine Krüger-Ziolek, Stefan J. Rupitsch, Knut Möller Influence of hyperparameter on the redistribution index in an electrical impedance tomography algorithm using discrete cosine transformation
Rongqing Chen, Alberto Battistel, Sabine Krüger-Ziolek, Erik Stein, Katharine Fairbairn, James G. Chase, Stefan J. Rupitsch, Knut Möller Influence of the patient-specific structural prior mask on image reconstruction using the discrete cosine transform-based EIT algorithm
Rongqing Chen, Alberto Battistel, Sabine Krüger-Ziolek, Stefan J. Rupitsch, Knut Möller Introducing an inter-model helps decreasing the degrees of freedom in EIT inverse problem
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Paul D. Docherty, Herag Arabian, Bernhard Laufer, Sabine Krüger-Ziolek, Thomas Neumuth, Knut Möller Laparoscopic Video Analysis Using Temporal, Attention, and Multi-Feature Fusion Based-Approaches
Alberto Battistel, Hegoa Craamer Lizarraga, Maite Termenon, Knut Möller Multifrequency bioimpedance device based on the Analog Discovery 2: performance and characterization
Qianhui Sun, James G. Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Geoffrey M. Shaw Non-invasive over-distension measurements: data driven vs model-based
Bernhard Laufer, Nour A. Jalal, Sabine Krüger-Ziolek, Paul D. Docherty, Rua Murray, Fabian Höflinger, Leonhard Reindl, Knut Möller Optimal Positioning of Inertial Measurement Units in a Smart Shirt for Determining Respiratory Volume
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
Herag Arabian, Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Sabine Krüger-Ziolek, Knut Möller P-CSEM : An Attention Module for Improved Laparoscopic Surgical Tool Detection
Qianhui Sun, James G. Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Thomas Hu, Geoffrey M. Shaw Patient Spontaneous Effort Estimation in Digital Twin Model with B-spline Function
Katharine Fairbairn, Rongqing Chen, Knut Möller Priors from Lung Models in EIT Image Reconstruction
Birthe Göbel, Alexander Reiterer, Knut Möller Quality of stereo matching with structured light in dependence of projecting light sources
Ella F. Guy, Jaimey A. Clifton, Trudy Calje-van der Klei, Rongqing Chen, Jennifer Knopp, Knut Möller, James G. Chase Respiratory dataset from PEEP study with expiratory occlusion
Jack Wilkie, Nour A. Jalal, Georg Rauter, Knut Möller Segmenting/Pre-Processing Data from Bone Screw Thread-Stripping Tests
Bernhard Laufer, Paul D. Docherty, Rua Murray, Sabine Krüger-Ziolek, Nour A. Jalal, Fabian Höflinger, Stefan J. Rupitsch, Leonhard Reindl, Knut Möller Sensor Selection for Tidal Volume Determination via Linear Regression—Impact of Lasso versus Ridge Regression
Bernhard Laufer, Nour A. Jalal, Paul D. Docherty, Sabine Krüger-Ziolek, Fabian Höflinger, Leonhard Reindl, Knut Möller Sensor selection for tidal volume determination via regression – proof of methodology
Alberto Battistel, Erik Stein, Rongqing Chen, Knut Möller Separation of ventilation and cardiac activity on recorded voltages before EIT image reconstruction
Erik Stein, Alberto Battistel, Rongqing Chen, Knut Möller Signal separation in electrical impedance tomography: Applying harmonic analysis on simulated voltage data
Rongqing Chen, Sabine Krüger-Ziolek, Andras Lovas, Balazs Benyo, Stefan J. Rupitsch, Knut Möller Structural priors represented by discrete cosine transform improve EIT functional imaging
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Paul D. Docherty, Herag Arabian, Thomas Neumuth, Knut Möller Surgical Tool Classification & Localisation Using Attention and Multi-feature Fusion Deep Learning Approach
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 Nwoye, Luca Sestini, Nicolas Padoy, Maximilian Nielsen, Samuel Schüttler, Thilo Sentker, Hümeyra Husseini, Ivo Baltruschat, Rüdiger Schmitz, Rene Werner, Aleksandr Matsun, Mugariya Farooq, Numan Saaed, Jose R. Restom Viera, Mohammad Yaqub, Neil Getty, Fangfang Xia, Zixuan Zhao, Xiaotian Duan, Xing Yao, Ange Lou, Hao Yang, Jintong Han, Jack Noble, Jie Ying Wu, Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Herag Arabian, Ning Ding, Knut Möller, Weiliang Chen, Quan He, Muhammad Bilal, Taofeek Akinosho, Adnan Qayyum, Massimo Caputo, Hunaid Vohra, Michael Loizou, Anuoluwapo Ajayi, Ilhem Berrou, Faatihah Niyi-Odumosu, Lena Maier-Hein, Danail Stoyanov, Stefanie Speidel, Anthony Jarc Surgical tool classification and localization : results and methods from the MICCAI 2022 SurgToolLoc challenge
Bernhard Laufer, Sabine Krüger-Ziolek, Nour A. Jalal, Paul D. Docherty, Fabian Höflinger, Leonhard Reindl, Knut Möller Symmetry of Respiration Induced Upper Body Movements
Ning Ding, Knut Möller The Image flip effect on a CNN model classification
Zhanqi Zhao, Mei-Yun Chang, Chan-Ching Chu, Hou-Tai Chang, Knut Möller, Inez Frerichs, Yeong-Long Hsu The absolute value of recruitment-to-inflation ratio does not correlate with the recruited volume
Ning Ding, Herag Arabian, Knut Möller The effect of feature space separation at different training states of CNN
Lin Yang, Zhijun Gao, Xinsheng Cao, Feng Fu, Knut Möller, Inez Frerichs, Meng Dai, Zhanqi Zhao The influence of gravity on electrical impedance tomography measurements during upper body position change
Abdullah Al-Hammadi, Devanshu Mukherjee, Bernhard Laufer, Christoph Busch, Knut Möller Thoracic and abdominal breathing volumes in various body positions
Ning Ding, Knut Möller Using adaptive learning rate to generate adversarial images
Bernhard Laufer, Nour A. Jalal, Paul D. Docherty, Christoph Busch, Sabine Krüger-Ziolek, Fabian Höflinger, James G. Chase, Leonhard Reindl, Knut Möller Wearable Tidal Volume Determination via one Circumferential Measurement and three Strain Gauges – a Pilot Study

2022

Rebecca H. Emanuel, Josh Roberts, Paul D. Docherty, Helen Lunt, Rebecca E. Campbell, Knut Möller A review of the hormones involved in the endocrine dysfunctions of polycystic ovary syndrome and their interactions
Ann-Kathrin Kiefer, Kevin Espig, Knut Möller A systematic review of recorded technical settings used in bipolar and monopolar transurethral resection of bladder tumors
Nour A. Jalal, Herag Arabian, Tamer Abdulbaki Alshirbaji, Paul D. Docherty, Thomas Neumuth, Knut Möller Analysing attention convolutional neural network for surgical tool localisation: a feasibility study
Herag Arabian, Firas Abou Dalla, Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller Attention Networks for Improving Surgical Tool Classification in Laparoscopic Videos
Rongqing Chen, Andras Lovas, Balazs Benyo, Knut Möller COVID-19 Pneumonia Phenotypes Detection with Electrical Impedance Tomography
Birthe Göbel, Knut Möller Challenging requirements and optical depth estimation techniques in laparoscopy
Jack Wilkie, Georg Rauter, Knut Möller Determining relationship between bone screw insertion torque and insertion speed
Andras Lovas, Rongqing Chen, Tamas Molnar, Balazs Benyo, Akos Szlavecz, Fatime Hawchar, Sabine Krüger-Ziolek, Knut Möller Differentiating Phenotypes of Coronavirus Disease-2019 Pneumonia by Electric Impedance Tomography
Huaiwu He, Yun Long, Knut Möller, Zhanqi Zhao Editorial: Bedside visual image technologies for respiratory and circulatory management in intensive care settings
Ramona Schmid, Linn Braunmiller, Lena Hansen, Christopher Schonert, Knut Möller, Verena Wagner-Hartl Emotion recognition - Validation of a measurement environment based on psychophysiological parameters
Herag Arabian, Knut Möller Generative Adversarial Network for Facial Emotion Recognition: A Feasibility Study
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Paul D. Docherty, Thomas Neumuth, Knut Möller Improving the Generalisability of Deep CNNs by Combining Multi-stage Features for Surgical Tool Classification
Rongqing Chen, Stefan J. Rupitsch, Knut Möller Influence of hyperparameter on the Untrue Prior Detection in Discrete Transformation-based EIT Algorithm
Christoph Busch, Stefan J. Rupitsch, Knut Möller Influence of temperature-dependent tissue parameters on monopolar coagulation model
Zhanqi Zhao, Tsai-Fen Chen, Hui-Chen Teng, Yi-Chun Wang, Mei-Yun Chang, Hou-Tai Chang, Inez Frerichs, Feng Fu, Knut Möller Is there a need for individualized adjustment of electrode belt position during EIT-guided titration of positive end-expiratory pressure?
Herag Arabian, Verena Wagner-Hartl, Knut Möller Network Architecture Influence on Facial Emotion Recognition
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Paul D. Docherty, Thomas Neumuth, Knut Möller Neural Network Classification of Surgical Tools in Gynecological Videos
Qianhui Sun, James G. Chase, Cong Zhou, Merryn H. Tawhain, 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
Qianhui Sun, James G. Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Serge J. Heines, Dennis C. Bergmans, Geoffrey M. Shaw Prediction and estimation of pulmonary response and elastance evolution for volume-controlled and pressure-controlled ventilation
Jonas Birkle, Ruben Weber, Knut Möller, Verena Wagner-Hartl Psychophysiological parameters for emotion recognition – Conception and first evaluation of a measurement environment
Cong Zhou, James G. Chase, Qianhui Sun, Jennifer Knopp, Merryn H. Tawhai, Thomas Desaive, Knut Möller, Geoffrey M. Shaw, Yeong S. Chiew, Balazs Benyo Reconstructing asynchrony for mechanical ventilation using a hysteresis loop virtual patient model
Chenxi Zhang, Yu Wang, Longlong Liu, Qing Li, Yi Li, Na Li, Jianing Xi, Hongying Jiang, Feng Fu, Inez Frerichs, Knut Möller, Zhanqi Zhao Regional ventilation distribution in patients with scoliosis assessed by electrical impedance tomography: Is individual thorax shape required?
Ning Ding, Knut Möller Robustness evaluation on different training state of a CNN model
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Paul D. Docherty, Thomas Neumuth, Knut Möller Robustness of Convolutional Neural Networks for Surgical Tool Classification in Laparoscopic Videos from Multiple Sources and of Multiple Types: A Systematic Evaluation
Erik Stein, Rongqing Chen, Alberto Battistel, Knut Möller Separating Respiration and Perfusion in EIT: Harmonic Analysis on 2D-Thorax Simulation
Ashish Bhave, Stefan J. Rupitsch, Knut Möller Simulation study of inflation of a high compliant balloon inside idealized non-linear tissue geometry
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Thomas Neumuth, Knut Möller Spatial-temporal Modelling for Surgical Tool Classification in Cholecystectomy Videos
Veronika Rafl-Huttova, Jakub Rafl, Knut Möller, Thomas E. Bachman, Petr Kudrna, Martin Rozanek Statistical Description of SaO2–SpO2 Relationship for Model of Oxygenation in Premature Infants
Lin Yang, Feng Fu, Inez Frerichs, Knut Möller, Meng Dai, Zhanqi Zhao The calculation of electrical impedance tomography based silent spaces requires individual thorax and lung contours
Bernhard Laufer, Paul D. Docherty, Nour A. Jalal, Sabine Krüger-Ziolek, Fabian Höflinger, Leonhard Reindl, Knut Möller Tiffeneau-Testing by means of a Smart-Shirt
Herag Arabian, Verena Wagner-Hartl, Knut Möller Transfer Learning in Facial Emotion Recognition: Useful or Misleading?
Nour A. Jalal, Bernhard Laufer, Knut Möller Wie vernetzte Daten im OP Helfen

2021

Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Paul D. Docherty, Thomas Neumuth, Knut Möller A Deep Learning Framework for Recognising Surgical Phases in Laparoscopic Videos
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Paul D. Docherty, Thomas Neumuth, Knut Möller A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos
Ning Ding, Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller Adversarial samples of a trained convolutional neural network model
Bernhard Laufer, Paul D. Docherty, Sabine Krüger-Ziolek, Fabian Höflinger, Leonhard Reindl, Knut Möller Analysis of Respiration Induced Movements of the Upper Body in Different Breathing Patterns
Ashish Bhave, Knut Möller Analysis of expansion within a pressure inflated section of a simplified urethral model
Alberto Battistel, Peter P. Pott, Eric D. Rößner, Knut Möller Antenna Design for the Localization of Pulmonary Lesions During Thoracoscopic Surgery
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Paul D. Docherty, Thomas Neumuth, Knut Möller Assessing Generalisation Capabilities of CNN Models for Surgical Tool Classification
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Bernhard Laufer, Paul D. Docherty, Thomas Neumuth, Knut Möller Changes of Physiological parameters of the patient during laparoscopic gynaecology
Simon Beck, Bernhard Laufer, Knut Möller Comparison of Geometrical Lung Models to Calculate Tidal Volumes during Spontaneous Breathing
Ashish Bhave, Knut Möller Comparison of a histology based multi layer artery model to its simplified axisymmetric model
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Bernhard Laufer, Paul D. Docherty, Thomas Neumuth, Knut Möller Correlation between intra-abdominal pressure and lung mechanics during laparoscopic gynecology
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Paul D. Docherty, Thomas Neumuth, Knut Möller Cross-dataset evaluation of a CNN-based approach for surgical tool detection
Rongqing Chen, Andras Lovas, Balazs Benyo, Knut Möller Detection of Different COVID-19 Pneumonia Phenotypes with Bedside Electrical Impedance Tomography
Rongqing Chen, Andras Lovas, Balazs Benyo, Knut Möller Detection of Different COVID-19 Pneumonia Phenotypes with Estimated Alveolar Collapse and Overdistention by Bedside Electrical Impedance Tomography
Rongqing Chen, Knut Möller Detection of Outdated Structural Priors in the Discrete Cosine Transformation-based Electrical Impedance Tomography Algorithm
James G. Chase, Cong Zhou, Jennifer L. Knopp, Geoffrey M. Shaw, Katharina Näswall, Jennifer H. Wong, Sanna Malinen, Knut Möller, Balazs Benyo, Yeong S. Chiew, Thomas Desaive Digital Twins in Critical Care: What, When, How, Where, Why?
Huaiwu He, Yi Chi, Yingying Yang, Siyi Yuan, Yun Long, Pengyu Zhao, Inez Frerichs, Feng Fu, Knut Möller, Zhanqi Zhao Early individualized positive end-expiratory pressure guided by electrical impedance tomography in acute respiratory distress syndrome: a randomized controlled clinical trial
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Bernhard Laufer, Paul D. Docherty, S. G. Russo, Thomas Neumuth, Knut Möller Effects of Intra-Abdominal Pressure on Lung Mechanics during Laparoscopic Gynaecology
Rongqing Chen, Andras Lovas, Balazs Benyo, Knut Möller Electrical Impedance Tomography might be a Practical Tool to Provide Information about COVID-19 Pneumonia Progression
Jan Liu, Chris Goehring, Frank Schiele, Knut Möller, Peter P. Pott Fabrication and Experimental Evaluation of Simple Tissue-Mimicking Phantoms with Realistic Electrical Properties for Impedance-Based Sensing
Herag Arabian, Verena Wagner-Hartl, James G. Chase, Knut Möller Facial Emotion Recognition Focused on Descriptive Region Segmentation
Herag Arabian, Verena Wagner-Hartl, Knut Möller Facial emotion recognition based on localized region segmentation
Ning Ding, Knut Möller Generating adversarial images to monitor the training state of a CNN model
Alberto Battistel, Rongqing Chen, Noel Hallemans, Rik Pintelon, John Lataire, Knut Möller Harmonic Analysis for the Separation of Perfusion and Respiration in Electrical Impedance Tomography
Jacquelyn D. Parente, James G. Chase, Knut Möller, Geoffrey M. Shaw High Inter-Patient Variability in Sepsis Evolution: A Hidden Markov Model Analysis
Cong Zhou, James G. Chase, Qianhui Sun, Jennifer Knopp, Merryn H. Tawhai, Thomas Desaive, Knut Möller, Geoffrey M. Shaw, Yeong S. Chiew, Balazs Benyo Identification of Asynchronous Effect via Pressure-Volume Loop Reconstruction in Mechanically Ventilated Breathing Waveforms
Zhanqi Zhao, Ling Sang, Yimin Li, Inez Frerichs, Knut Möller, Feng Fu Identification of lung overdistension caused by tidal volume and positive end-expiratory pressure increases based on electrical impedance tomography
Herag Arabian, Verena Wagner-Hartl, James G. Chase, Knut Möller Image Pre-processing Significance on Regions of Impact in a Trained Network for Facial Emotion Recognition
Janani Shekar, Saritha Sukumaran, Ashish Bhave, Knut Möller Image processing to delineate the boundaries of peripheral arterial walls
Qianhui Sun, James G. Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Geoffrey M. Shaw Impact of Two Lung Elastance Identification Methods on Pulmonary Mechanics Prediction
Jack Wilkie, Paul D. Docherty, Thomas Stieglitz, Knut Möller Investigating Torque-Speed Relationship of Self-Tapping Screws
Imanol I. Reinoso, Rongqing Chen, Andras Lovas, Knut Möller Long term EIT based compliance monitoring in COVID-19 patients
Lin Yang, Meng Dai, Knut Möller, Inez Frerichs, Andy Adler, Feng Fu, Zhanqi Zhao Lung regions identified with CT improve the value of global inhomogeneity index measured with electrical impedance tomography
Zhanqi Zhao, Tsai-Ming Yuan, Ya-Hui Chuang, Yu-Wen Wang, Hou-Tai Chang, Mauo-Ying Bien, Jih-Hsin Huang, Nian-Jhen Lin, Inez Frerichs, Knut Möller, Feng Fu, You-Lan Yang Lung ventilation distribution in patients after traditional full sternotomy and minimally invasive thoracotomy: an observational study
Alberto Battistel, Peter P. Pott, Knut Möller Microwave confocal image for the localization of lung cancer
Qianhui Sun, James G. Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Serge J. Heines, Dennis C. Bergmans, Geoffrey M. Shaw Minimal Lung Mechanics Basis-functions for a Mechanical Ventilation Virtual Patient
Alberto Battistel, Peter P. Pott, Knut Möller Numerical Analysis of the Localization of Pulmonary Nodules during Thoracoscopic Surgery by Ultra-Wideband Radio Technology
Bernhard Laufer, Paul D. Docherty, Rua Murray, Nour A. Jalal, Fabian Höflinger, Leonhard Reindl, Knut Möller Optimal Sensor Location in a Smart-Shirt to Measure Accurate Tidal Volumes During Abdominal and Thoracic Respiration
Hui-Ju Hsu, Hou-Tai Chang, Zhanqi Zhao, Ping-Huai Wang, Jia-Hao Zhang, Yun-Sung Chen, Inez Frerichs, Knut Möller, Feng Fu, Han-Shui Hsu, Shin-Ping Chuang, Hai-Yen Hsia, David Hung-Tsang Yen Positive end-expiratory pressure titration with electrical impedance tomography and pressure-volume curve: a randomized trial in moderate to severe ARDS
Qianhui Sun, James G. Chase, Cong Zhou, Merryn H. Tawhai, Jennifer L. Knopp, Knut Möller, Geoffrey M. Shaw Predicting Pulmonary Distension in a Virtual Patient Model for Mechanical Ventilation
Jack Wilkie, Paul D. Docherty, Thomas Stieglitz, Knut Möller Quantifying Accuracy of Self-Tapping Screw Models
Lin Yang, Meng Dai, Xinsheng Cao, Knut Möller, Mantas Dargvainis, Inez Frerichs, Tobias Becher, Feng Fu, Zhanqi Zhao Regional ventilation distribution in healthy lungs: can reference values be established for electrical impedance tomography parameters?
Xingshou Hu, Fei Xie, Kaifei Wang, Hongjun Gu, Guoxin Mo, Ruoxuan Wen, Ying Zhao, Qingyun Yang, Knut Möller, Zhanqi Zhao, Lixin Xie Scoring System to Evaluate the Performance of ICU Ventilators in the Pandemic of COVID-19: A Lung Model Study
Alberto Battistel, Rongqing Chen, Noel Hallemans, Rik Pintelon, John Lataire, Knut Möller Separation of respiration and cardiac activity in EIT through harmonic analysis
Alberto Battistel, Rongqing Chen, N. Hallemans, R. Pintelon, J. Lataire, A. Lovas, Knut Möller Separation of respiration and perfusion in Electrical Impedance Tomography by harmonic analysis
Jack Wilkie, Paul D. Docherty, Knut Möller Stripping Torque Model for Bone Screws
Rongqing Chen, A. Lovas, Balazs Benyo, Knut Möller The effect of different priors on a discrete cosine transformation based EIT algorithm
Huaiwu He, Yi Chi, Yun Long, Siyi Yuan, Rui Zhang, Yingying Yang, Inez Frerichs, Knut Möller, Feng Fu, Zhanqi Zhao Three broad classifications of acute respiratory failure etiologies based on regional ventilation and perfusion by electrical impedance tomography: a hypothesis‑generating study
Herag Arabian, Verena Wagner-Hartl, Knut Möller Traditional versus Neural Network Classification Methods for Facial Emotion Recognition
Ashish Bhave, Knut Möller Urethral Stricture model to estimate overdistention of healthy tissue
Cong Zhou, James G. Chase, Jennifer Knopp, Qianhui Sun, Merryn H. Tawhai, Knut Möller, Serge J. Heines, Dennis C. Bergmans, Geoffrey M. Shaw, Thomas Desaive Virtual patients for mechanical ventilation in the intensive care unit

2020

Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller A convolutional neural network with a two-stage LSTM model for tool presence detection in laparoscopic videos
Ashish Bhave, Knut Möller About monitoring wound size with time difference EIT
Bernhard Laufer, Sabine Krüger-Ziolek, Paul D. Docherty, Fabian Höflinger, Leonhard Reindl, Knut Möller An Alternative Way to Measure Tidal Volumes
Bernhard Laufer, Sabine Krüger-Ziolek, Paul D. Docherty, Fabian Höflinger, Leonhard M. Reindl, Knut Möller An alternative way to measure respiration induced changes of circumferences: a pilot study
Bernhard Laufer, Sabine Krüger-Ziolek, Knut Möller, Paul D. Docherty, Fabian Höflinger, Leonhard Reindl An alternative way to measure total lung capacity: a pilot study
Bernhard Laufer, Rua Murray, Paul D. Docherty, Sabine Krüger-Ziolek, Fabian Höflinger, Leonhard Reindl, Knut Möller Anzahl und Position von Sensoren in einem Smart-Shirt zur Bestimmung von Tidalvolumina
Huaiwu He, Yi Chi, Yun Long, Siyi Yuan, Rui Zhang, Inez Frerichs, Knut Möller, Feng Fu, Zhanqi Zhao Bedside Evaluation of Pulmonary Embolism by Saline Contrast Electrical Impedance Tomography Method: A Prospective Observational Study
Sarah L. Howe, Melanie März, Julia Pinter, Sabine Krüger-Ziolek, Chistopher Pretty, Geoffrey M. Shaw, Thomas Desaive, Knut Möller, James G. Chase Cheek support affects lung mechanics measurements of tidal-based spontaneous breathing
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller Data Recording Framework for Physiological and Surgical Data in Operating Theatres
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller Der vernetzte Operationssaal
Jack Wilkie, Paul D. Docherty, Knut Möller Developments in Modelling Bone Screwing
Rongqing Chen, Andras Lovas, Sabine Krüger-Ziolek, Balazs Benyo, Knut Möller EIT Based Time Constant Analysis to Determine Different Types of Patients in COVID-19 Pneumonia
Sabine Krüger-Ziolek, Andras Lovas, Fatime Hawchar, Bernhard Laufer, Knut Möller EIT based intrathoracic pulsatile impedance measurements during apnea: a case study
Melanie März, Knut Möller, Sabine Krüger-Ziolek Einfluss künstlicher Atemwegswiderstände auf die regionale Ventilation
Rongqing Chen, Knut Möller Global Inhomogeneity Index Evaluation of a DCT-based EIT Lung Imaging
Melanie März, Sarah Howe, Bernhard Laufer, Knut Möller, Sabine Krüger-Ziolek Impact of artificial airway resistances on regional ventilation distribution during airway closure
Huaiwu He, Yi Chi, Yun Long, Siyi Yuan, Inez Frerichs, Knut Möller, Feng Fu, Zhanqi Zhao Influence of overdistension/recruitment induced by high positive end-expiratory pressure on ventilation–perfusion matching assessed by electrical impedance tomography with saline bolus
Jacquelyn D. Parente, James G. Chase, Knut Möller, Geoffrey M. Shaw Kernel density estimates for sepsis classification
Simon Beck, Bernhard Laufer, Sabine Krüger-Ziolek, Knut Möller Measurement of respiratory rate with inertial measurement units
Sarah L. Howe, Melanie März, Sabine Krüger-Ziolek, Bernhard Laufer, Chris Pretty, Geoffrey M. Shaw, Thomas Desaive, Knut Möller, James G. Chase Measuring lung mechanics of expiratory tidal breathing with non-invasive breath occlusion
Simon Beck, Bernhard Laufer, Sabine Krüger-Ziolek, Knut Möller Messung der Atemfrequenz mittels Drehraten - und Beschleunigungssensoren
Bernhard Laufer, Paul D. Docherty, Sabine Krüger-Ziolek, Fabian Höflinger, Leonhard Reindl, Knut Möller Methode zur Bestimmung atembasierter Umfangsänderungen
Kyeong Tae Kim, Sophie Morton, Sarah Howe, Yeong S. Chiew, Jennifer L. Knopp, Paul D. Docherty, Christopher Pretty, Thomas Desaive, Balazs Benyo, Akos Szlavecz, Knut Möller, Geoffrey M. Shaw, James G. Chase Model-based PEEP titration versus standard practice in mechanical ventilation: a randomised controlled trial
Jack Wilkie, Paul D. Docherty, Knut Möller Model-based bone material property identification
Knut Möller, Esther Bogdanovic Neue Impulse für die Medizintechnik
Songqiao Liu, Zhanqi Zhao, Li Tan, Lihui Wang, Knut Möller, Inez Frerichs, Tao Yu, Yingzi Huang, Chun Pan, Yi Yang, Haibo Qiu Optimal mean airway pressure during high-frequency oscillatory ventilation in an experimental model of acute respiratory distress syndrome: EIT-based method
Zhiyong Yuan, Xiaoning Han, Lisha Wang, Ping Xue, Yunbo Sun, Inez Frerichs, Knut Möller, Jinyan Xing, Zhanqi Zhao Oxygen Therapy Delivery and Body Position Effects Measured With Electrical Impedance Tomography
Sophie E. Morton, Jennifer L. Knopp, Merryn H. Tawhai, Paul D. Docherty, Serge J. Heines, Dennis C. Bergmans, Knut Möller, James G. Chase Prediction of lung mechanics throughout recruitment maneuvers in pressure-controlled ventilation
Ling Sang, Zhanqi Zhao, Po-Jen Yun, Inez Frerichs, Knut Möller, Feng Fu, Xiaoqing Liu, Nanshan Zhong, Yimin Li Qualitative and quantitative assessment of pendelluft: a simple method based on electrical impedance tomography
Jacquelyn D. Parente, James G. Chase, Knut Möller, Geoffrey M. Shaw Quantifying misclassification and bias errors due to hierarchical sepsis scores in real-time sepsis diagnosis
Zhanqi Zhao, Mei-Yun Chang, Inez Frerichs, Jia-Hao Zhang, Hao-Tai Chang, Chien-Hung Gow, Knut Möller Regional air trapping in acute exacerbation of obstructive lung diseases measured with electrical impedance tomography: a feasibility study
Veronika Huttova, Jakub Rafl, Thomas E. Bachman, Petr Kudrna, Martin Rozanek, Knut Möller Sensitivity analysis of a computer model of neonatal oxygen transport
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Paul D. Docherty, Thomas Neumuth, Knut Möller Surgical Tool Detection in Laparoscopic Videos by Modeling Temporal Dependencies Between Adjacent Frames
Tamer Abdulbaki Alshirbaji, N. Ding, Nour A. Jalal, Knut Möller The effect of background pattern on training a deep convolutional neural network for surgical tool detection
N. Ding, Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller The evaluation of synthetic datasets on training AlexNet for surgical tool detection
Na Zhang, Hongying Jiang, Chenxi Zhang, Qing Li, Yi Li, Bin Zhang, Jia Deng, Guangyu Niu, Bo Yang, Inez Frerichs, Knut Möller, Feng Fu, Zhanqi Zhao The influence of an electrical impedance tomography belt on lung function determined by spirometry in sitting position
Bernhard Laufer, Sabine Krüger-Ziolek, Alberto Battistel, Rongqing Chen, Zhanqi Zhao, Knut Möller Tief durchatmen
Alberto Battistel, Knut Möller Ultra-wideband Localization of Pulmonary Nodules During Thoracoscopic Surgery

2019

Thiago de Castro Martins, Andre K. Sato, Fernando S. de Moura, Erick D. L. Bueno de Camargo, Olavo L. Silva, Talles B. Santos, Zhanqi Zhao, Knut Möller, Marcelo B. Amato, Jennifer L. Müller, Raul G. Lima, Marcos S. Tsuzuki A review of electrical impedance tomography in lung applications: Theory and algorithms for absolute images
Jacquelyn D. Parente, Adchiya Dhamodharan, Sabine Hensler, Claudia Kühlbach, Margareta M. Müller, Knut Möller Automatic image analysis system to measure wound area in vitro
Jörn Kretschmer, Paul D. Docherty, Shaun M. Davidson, Bernhard Laufer, Knut Möller Comparing three differing approaches to identify a three-parameter gas-exchange model with noisy data
Jakub Rafl, Veronika Huttova, Knut Möller, Thomas E. Bachman, Leos Tejkl, Petr Kudrna, Martin Rozanek, Karel Roubik Computer model of oxygenation in neonates
Ullrich Müller-Lisse, Sabine Krüger-Ziolek, Bo Gong, Hanna Zimmermann, Knut Möller Cystic-fibrosis-related lung disease: correlation of HR-CT lung morphology and regional lung function measured by electrical impedance tomography
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Lars Mündermann, Knut Möller Data Recording System for Anesthesiology, Patient Monitor and Surgical Devices in Operating Rooms
Zhanqi Zhao, Hongli He, Jingying Lou, Andy Adler, Xiaoqin Zhang, Rongan Liu, Yunping Lan, Sen Lu, Xiaoxiu Lou, Yu Lei, Inez Frerichs, Xiaobo Huang, Knut Möller Detection of pulmonary oedema by electrical impedance tomography: validation of previously proposed approaches in a clinical setting
Bo Gong, Sabine Krüger-Ziolek, Knut Möller EIT: Algorithms and Methods for clinical applications
Sabine Hensler, Claudia Kühlbach, Jacquelyn D. Parente, Knut Möller, Margareta M. Müller Establishment and initial characterization of a simple 3D wound healing model
Sabine Krüger-Ziolek, Bo Gong, Bernhard Laufer, Knut Möller Impact of lung volume changes on perfusion estimates derived by Electrical Impedance Tomography
Gürkan Karacocuk, Fabian Höflinger, Rui Zhang, Leonhard M. Reindl, Bernhard Laufer, Knut Möller, Mareike Röell, Denise Zdzieblik Inertial Sensor-Based Respiration Analysis
Zhanqi Zhao, Inez Frerichs, Mei-Yun Chang, Knut Möller Inspiratory muscle training can be monitored by electrical impedance tomography
Bo Gong, Sabine Krüger-Ziolek, Knut Möller Lung perfusion homogeneity during a PEEP titration from EIT measurement
Veronika Huttova, Jakub Rafl, Knut Möller, Thomas E. Bachman, Petr Kudrna, Martin Rozanek, Karel Roubik Model of SpO2 signal of the neonate
Sophie E. Morton, Jennifer L. Knopp, James G. Chase, Paul D. Docherty, Sarah L. Howe, Knut Möller, Geoffrey M. Shaw, Merryn H. Tawhai Optimising mechanical ventilation through model-based methods and automation
Kun Liu, Chengya Huang, Meiying Xu, Jingxiang Wu, Inez Frerichs, Knut Möller, Zhanqi Zhao PEEP guided by electrical impedance tomography during one-lung ventilation in elderly patients undergoing thoracoscopic surgery
Jacquelyn D. Parente, Knut Möller, Bala A. Kannan, Sabine Hensler, Claudia Kühlbach, Margareta M. Müller Parameter sensitivity analysis on a mathematical model of reepithelialization
Zhanqi Zhao, Mei-Ying Chang, Mei-Yun Chang, Chien-Hung Gow, Jia-Hao Zhang, Yeong-Long Hsu, Inez Frerichs, Hou-Tai Chang, Knut Möller Positive end-expiratory pressure titration with electrical impedance tomography and pressure–volume curve in severe acute respiratory distress syndrome
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller Predicting Surgical Phases using CNN-NARX Neural Network
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller Prediction of Surgery Duration from Laparoscopic Videos using Recurrent neural network
Sophie E. Morton, Jennifer L. Knopp, James G. Chase, Knut Möller, Paul D. Docherty, Geoffrey M. Shaw, Merryn H. Tawhai Predictive Virtual Patient Modelling of Mechanical Ventilation: Impact of Recruitment Function
Sabine Krüger-Ziolek, Bo Gong, Ullrich Müller-Lisse, Knut Möller Regional differences in small airways function indicated by EIT
Bo Gong, Sabine Krüger-Ziolek, Serge Heines, Knut Möller Regional lung pressure analysis from EIT
Jianing Xi, Hongying Jiang, Na Zhang, Jianjun Wang, Bin Zhang, Hongli Cao, Bo Yang, Inez Frerichs, Knut Möller, Zhanqi Zhao Respiratory muscle endurance training with normocapnic hyperpnoea for patients with chronic spinal cord injury: A pilot short-term randomized controlled trial
Jacquelyn D. Parente, Knut Möller, Sabine Hensler, Claudia Kühlbach, Margareta M. Müller, Paola Belloni, James G. Chase Technical Support of Wound Healing Processes: Project Status
Zhanqi Zhao, Inez Frerichs, Huaiwu He, Yun Long, Knut Möller, Ary S. Neto, Marcus J. Schultz The calculation of mechanical power is not suitable for intra-patient monitoring under pressure-controlled ventilation
Zhanqi Zhao, Li-Chung Lee, Mei-Yun Chang, Inez Frerichs, Hou-Tai Chang, Chien-Hung Gow, Yeong-Long Hsu, Knut Möller The incidence and interpretation of large differences in EIT-based measures for PEEP titration in ARDS patients
Bernhard Laufer, Sabine Krüger-Ziolek, Paul D. Docherty, Fabian Höflinger, Leonhard Reindl, Knut Möller Tidal volume via circumferences of the upper body: a pilot study

2018

Bo Gong, Sabine Krüger-Ziolek, Knut Möller An Efficient Classification-Reconstruction Method for 3D EIT Imaging
Bo Gong, Sabine Krüger-Ziolek, Knut Möller An efficient classification-reconstruction method for 3D EIT
Bo Gong, Sabine Krüger-Ziolek, Knut Möller An efficient classification-reconstruction method for 3D EIT
Alexei Katashev, Alexander Okss, Sabine Krüger-Ziolek, Benjamin Schullcke, Knut Möller Application of Garment—Embedded Textile Electrodes for EIT Based Respiratory Monitoring
Zhanqi Zhao, Po-Jen Yun, Yen-Liang Kuo, Feng Fu, Meng Dai, Inez Frerichs, Knut Möller Comparison of different functional EIT approaches to quantify tidal ventilation distribution
Sabine Krüger-Ziolek, Bo Gong, Bernhard Laufer, Ullrich Müller-Lisse, Knut Möller Effects of physiotherapeutic breathing therapy on ventilation distribution in cystic fibrosis
Sabine Krüger-Ziolek, Bo Gong, Bernhard Laufer, Ullrich Müller-Lisse, Knut Möller Einsatz der Elektrischen Impedanztomographie (EIT) zum regionalen Lungenfunktionsmonitoring bei Mukoviszidose
Sabine Hensler, Claudia Kühlbach, Jacquelyn D. Parente, Sabine Krüger-Ziolek, Knut Möller, Margareta Müller Establishment and initial characterization of a simple 3D organotypic wound healing model
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller Evaluating Convolutional Neural Network and Hidden Markov Model for Recognising Surgical Phases in Sigmoid Resection
Sabine Krüger-Ziolek, Bo Gong, Hanna Zimmermann, Ullrich Müller-Lisse, Knut Möller Evaluating the Severity of Cystic Fibrosis related Lung Disease by Electrical Impedance Tomography
Alistair McQueen, Jacquelyn D. Parente, Sean McGinty, Knut Möller Exploring the Behaviour of a Wound Healing Mathematical Model
Jacquelyn D. Parente, Knut Möller, Geoffrey M. Shaw, James G. Chase Hidden Markov Models for Sepsis Classification
Bernhard Laufer, Sabine Krüger-Ziolek, Knut Möller, Paul D. Docherty, Fabian Höflinger, Leonhard Reindl Hierarchical Analysis of Thorax Models to Measure Tidal Volume
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Fan Zhang, Ullrich Müller-Lisse, Knut Möller Higher order total variation regularization for EIT reconstruction
Zhanqi Zhao, Wei Wang, Zuojing Zhang, Meiying Xu, Inez Frerichs, Jingxiang Wu, Knut Möller Influence of tidal volume and positive end-expiratory pressure on ventilation distribution and oxygenation during one-lung ventilation
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller Laparoscopic Instrument Classification using a Loss- Sensitive Neural Network
Ahmed Gdoura, Jacquelyn D. Parente, Sabine Hensler, Sabine Krüger-Ziolek, Claudia Kühlbach, Margareta M. Müller, Knut Möller Method Comparison of In Vitro Wound Area Measurements
Bernhard Laufer, Sabine Krüger-Ziolek, Paul D. Docherty, Fabian Höflinger, Leonhard Reindl, Knut Möller Minimum Number of Sensors in a Smart Shirt to Measure Tidal Volumes
Bernhard Laufer, Sabine Krüger-Ziolek, Knut Möller Motion based monitoring of respiratory mechanics in spontaneously breathing subjects
James G. Chase, Jean-Charles Preiser, Jennifer L. Dickson, Antoine Pironet, Yeong S. Chiew, Christopher G. Pretty, Geoffrey M. Shaw, Balazs Benyo, Knut Möller, Soroush Safaei, Merryn H. Tawhai, Peter Hunter, Thomas Desaive Next-generation, personalised, model-based critical care medicine: a state-of-the art review of in silico virtual patient models, methods, and cohorts, and how to validation them
Alistair McQueen, Jacquelyn D. Parente, Sean McGinty, Knut Möller Parameter Search to Find Ranges of Activation and Inhibition of Wound Healing Rate in a Mathematical Model with Introduced Photobiomodulation
Chien-Hung Gow, Mei-Yun Chang, Zhanqi Zhao, Knut Möller Patient-Ventilator Asynchrony Identified with Electrical Impedance Tomography
My. Chang, Ch. Gow, Sabine Krüger-Ziolek, Bo Gong, Zhanqi Zhao, Knut Möller Patient-ventilator asynchrony
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller Phase recognition in laparoscopic videos: comparing Hierarchical HMM with simple HMM
Sabine Krüger-Ziolek, Bo Gong, Hanna Zimmermann, Ullrich Müller-Lisse, Knut Möller Regional analysis of airway abnormalities in cystic fibrosis employing Electrical Impedance Tomography
Bernhard Laufer, Sabine Krüger-Ziolek, Knut Möller Sensorpositionierung bei einem Smart-Shirt zur Atemanalyse bei Spontanatmung
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller Surgical Tool Classification in Laparoscopic Videos Using Convolutional Neural Network
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Knut Möller The effect of Hierarchical Hidden Markov Model on Phase Recognition in Laparoscopic Videos
Calum R. MacLellan, Bernd Porr, Hisham ElMoaqet, Knut Möller Time Series Prediction of Surgical Progress using Logistic Regression Modelling
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Knut Möller Video-based surgical tool classification in endoscopic cholecystectomies

2017

Jacquelyn D. Parente, Knut Möller A Control System Design to Establish Dose-Response Relationships in Wound Healing Therapy
Benjamin Schullcke, Bo Gong, Sabine Krüger-Ziolek, Knut Möller A simulation study on the ventilation inhomogeneity measured with Electrical Impedance Tomography
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller An Investigation of Modeling Error of EIT Reconstruction
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller An investigation of the modeling error of linearization for EIT reconstruction
Tamer Abdulbaki Alshirbaji, Nour A. Jalal, Lars Mündermann, Knut Möller Classifying smoke in laparoscopic videos using SVM
Jacquelyn D. Parente, Sabine Hensler, Martin Canziani, Ann-Kathrin Kiefer, Margareta M. Müller, Knut Möller Current developments of an in vitro wound healing experimental system for photobiomodulation therapy research
Jörn Kretschmer, Cesar Bibiano, Bernhard Laufer, Paul D. Docherty, Yeong S. Chiew, Daniel Redmond, James G. Chase, Knut Möller Differences in respiratory mechanics estimation with respect to manoeuvres and mathematical models
Sabine Krüger-Ziolek, Benjamin Schullcke, Bo Gong, Ullrich Müller-Lisse, Knut Möller EIT based pulsatile impedance monitoring during spontaneous breathing in cystic fibrosis
Yeong-Long Hsu, Mei-Yun Chang, Hou-Tai Chang, Knut Möller, Zhanqi Zhao EIT guided PEEP titration in ARDS: preliminary results of a prospective study
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller EIT reconstruction regularized by Total Generalized Variation
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller EIT reconstruction using higher order TV regularization
Songqiao Liu, Haibo Qiu, Knut Möller, Zhanqi Zhao Effect of variable pressure support ventilation on ventilation distribution: preliminary results of a prospective study
Nour A. Jalal, Tamer Abdulbaki Alshirbaji, Lars Mündermann, Knut Möller Features for detecting smoke in laparoscopic videos
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Marko Vauhkonen, Gerhard Wolf, Ullrich Müller-Lisse, Knut Möller IT Imaging Regularization Based on Spectral Graph Wavelets
Ann-Kathrin Kiefer, Jacquelyn D. Parente, Sabine Hensler, Margareta M. Müller, Knut Möller Image acquisition and planimetry systems to develop wounding techniques in 3D wound model
Andreas Wachaja, Miguel A. Reyes, Johannes Steinle, Maik H.-J. Winter, Wolfram Burgard, Knut Möller Intelligente Navigationsunterstützung für wahrnehmungseingeschränke Menschen
Benjamin Schullcke, Bo Gong, Sabine Krüger-Ziolek, Merryn H. Tawhai, Andy Adler, Ullrich Müller-Lisse, Knut Möller Lobe based image reconstruction in Electrical Impedance Tomography
Bernhard Laufer, Jörn Kretschmer, Paul D. Docherty, Yeong S. Chiew, Knut Möller Lung mechanics - airway resistance in the dynamic elastance model
Jörn Kretschmer, Aakash Patel, Paul D. Docherty, Bernhard Laufer, Knut Möller Model based prediction of plateau pressure in mechanically ventilated patients
Andreas Wachaja, Pratik Agarwal, Mathias Zink, Miguel R. Adame, Knut Möller, Wolfram Burgard Navigating Blind People with Walking Impairments using a Smart Walker
Bernhard Laufer, Paul D. Docherty, Andreas Knörzer, Yeong S. Chiew, Ruby Langdon, Knut Möller, James G. Chase Performance of variations of the dynamic elastance model in lung mechanics
Martin Canziani, Jacquelyn D. Parente, Paola Belloni, Knut Möller, Sabine Krüger-Ziolek Prototype of an automated photobiomodulation treatment device for in vitro wound healing studies
Christoph Busch, Benjamin Schullcke, Knut Möller Realization of a multi-layer EIT-system
Benjamin Schullcke, Bo Gong, Sabine Krüger-Ziolek, Knut Möller Reconstruction of conductivity change in lung lobes utilizing electrical impedance tomography
Sabine Krüger-Ziolek, Benjamin Schullcke, Bo Gong, Bernhard Laufer, Knut Möller Regional specific airway resistance determined by electrical impedance tomography and body plethysmography
Yeong-Long Hsu, Ai-Jia Tien, Mei-Yun Chang, Hao-Tai Chang, Knut Möller, Inez Frerichs, Zhanqi Zhao Regional ventilation redistribution measured by electrical impedance tomography during spontaneous breathing trial with automatic tube compensation
Bernhard Laufer, Jörn Kretschmer, Paul D. Docherty, Knut Möller, Fabian Höflinger, Leonhard Reindl Sensor placement in a smart compression shirt to measure spontaneous breathing
Zhanqi Zhao, S.-Y. Peng, Mei-Yun Chang, Yeong-Long Hsu, Inez Frerichs, Hou-Tai Chang, Knut Möller Spontaneous breathing trials after prolonged mechanical ventilation monitored by electrical impedance tomography: an observational study
Sabine Krüger-Ziolek, Benjamin Schullcke, Bo Gong, Knut Möller Using EIT derived parameters for the detection of changes in work of breathing during spontaneous breathing
Benjamin Schullcke, Sabine Krüger-Ziolek, Bo Gong, Knut Möller Using a two plane EIT-System to reconstruct conductivity change in lung lobes
Sabine Krüger-Ziolek, Benjamin Schullcke, Bo Gong, Ullrich Müller-Lisse, Knut Möller Ventilation and cardiac/perfusion related impedance changes of the lung determined by Electrical Impedance Tomography in cystic fibrosis
Benjamin Schullcke, Sabine Krüger-Ziolek, Bo Gong, Rudolf A. Jörres, Ullrich Müller-Lisse, Knut Möller Ventilation inhomogeneity in obstructive lung diseases measured by electrical impedance tomography: a simulation study
Knut Möller, Bo Gong, Jörn Kretschmer, Sabine Krüger-Ziolek, Bernhard Laufer, Jacquelyn D. Parente, Benjamin Schullcke Verbesserung medizinischer Behandlungsformen mit technischen (Hilfs-)Mitteln
Knut Möller, Bo Gong, Jörn Kretschmer, Sabine Krüger-Ziolek, Bernhard Laufer, Jacquelyn D. Parente, Benjamin Schullcke Verbesserung medizinischer Behandlungsformen mit technischen (Hilfs-)Mitteln
Benjamin Schullcke Weiterentwicklung der Elektrischen Impedanztomographie für den Einsatz bei obstruktiven Lungenerkrankungen
Bernhard Laufer, Jörn Kretschmer, Paul D. Docherty, Yeong S. Chiew, Knut Möller What does a First Order Model tell us about PEEP Wave Maneuvers?

2016

Jörn Kretschmer, Thomas Lehmann, Daniel Redmond, Patrick Stehle, Knut Möller A Modular Patient Simulator for Evaluation of Decision Support Algorithms in Mechanically Ventilated Patients
Manjunath Jayaramaiah, Bernhard Laufer, Jörn Kretschmer, Knut Möller A New Lung Mechanics Model and Its Evaluation with Clinical Data
Ashkan Javaherian, Manuchehr Soleimani, Knut Möller A fast time-difference inverse solver for 3D EIT with application to lung imaging.
Zhanqi Zhao, Knut Möller A method to calculate overdistension and tidal recruitment
Ashkan Javaherian, Manuchehr Soleimani, Knut Möller, Amir Movafeghi, Reza Faghihi An accelerated version of alternating direction method of multipliers for TV minimization in EIT
Long Yun, Huai-wu He, Knut Möller, Inez Frerichs, Dawei Liu, Zhanqi Zhao Assessment of Lung Recruitment by Electrical Impedance Tomography and Oxygenation in ARDS Patients
Tanusree Chaudhuri, Bo Gong, Sabine Krüger-Ziolek, Benjamin Schullcke, Knut Möller Automatic Detection of Airways in CT Scans of Cystic Fibrosis Patients
Tanusree Chaudhuri, Bo Gong, Sabine Krüger-Ziolek, Benjamin Schullcke, Knut Möller Automatic determination of lung features of CF patients in CT scans
Zhanqi Zhao, Mei-Yun Chang, Knut Möller Can we predict weaning outcome with EIT?
Zhanqi Zhao, Knut Möller Chest Electrical Impedance Tomography and Its Clinical Applications
Benjamin Schullcke, Sabine Krüger-Ziolek, Bo Gong, Ullrich Müller-Lisse, Knut Möller Comparison of Image Reconstruction Algorithms in EIT Imaging
Benjamin Schullcke, Sabine Krüger-Ziolek, Bo Gong, Ullrich Müller-Lisse, Knut Möller Compensation for large thorax excursions in EIT imaging
Sabine Krüger-Ziolek, Benjamin Schullcke, Zhanqi Zhao, Bo Gong, Knut Möller Determination of regional lung function in cystic fibrosis using electrical impedance tomography
Sabine Krüger-Ziolek, Zhanqi Zhao, Benjamin Schullcke, Bo Gong, Knut Möller Determining heart region in EIT images by linear regression
Nora Loepthien, Tanja Jehnichen, Josephine Hauser, Benjamin Schullcke, Knut Möller Development of a low-cost senor based aid for visually impaired people
Bernhard Laufer, Sabine Krüger-Ziolek, Benjamin Schullcke, Jörn Kretschmer, Knut Möller Diagnosis and treatment of flow limitation with a controllable airway resistance - a software simulation
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller EIT Image Reconstruction by Modified Data
Benjamin Schullcke, Bo Gong, Sabine Krüger-Ziolek, Knut Möller EIT Image Reconstruction with Discrete Cosine Transform
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller EIT Imaging Regularization Based on Spectral Graph Wavelets
Benjamin Schullcke, Sabine Krüger-Ziolek, Bo Gong, Knut Möller Effect of the number of electrodes on the reconstructed lung shape in electrical impedance tomography
Cesar Bibiano, Yeong S. Chiew, Daniel Redmond, Jörn Kretschmer, Paul D. Docherty, James G. Chase, Knut Möller Effects of Different Models and Different Respiratory Manoeuvres in Respiratory Mechanics Estimation
Jörn Kretschmer, Bernhard Laufer, Thomas Lehmann, Patrick Stehle, Daniel Redmond, Knut Möller Ein softwarebasierter Patientensimulator zur Evaluierung medizinischer Entscheidungssysteme
Jörn Kretschmer, Paul D. Docherty, Axel Riedlinger, Knut Möller Evaluating different approaches to identify a three parameter gas exchange model
Jörn Kretschmer, Cesar Bibiano, Patrick Stehle, Knut Möller Evaluating the Combined Optimization of Oxygenation and Ventilation in a Patient Simulator
Aseel Alnaser, Bo Gong, Knut Möller Evaluation of open-source software for the lung segmentation
Songqiao Liu, Li Tan, Knut Möller, Inez Frerichs, Tao Yu, Ling Liu, Yingzi Huang, Fengmei Guo, Jingyuan Xu, Yi Yang, Haibo Qiu, Zhanqi Zhao Identification of regional overdistension, recruitment and cyclic alveolar collapse with electrical impedance tomography in an experimental ARDS model
Benjamin Schullcke, Bo Gong, Sabine Krüger-Ziolek, Knut Möller Image fusion of CT/EIT using 3D Discrete Cosine Transform
Sabine Krüger-Ziolek, Zhanqi Zhao, Benjamin Schullcke, Bo Gong, Knut Möller Impact of Heart Rate on Ventilation and Pulmonary Perfusion Associated Impedance Changes
Ruby Langdon, Paul D. Docherty, Knut Möller Inspiratory and expiratory elastance in a non-linear autoregressive model of pulmonary mechanics
Jacquelyn D. Parente, Margareta M. Müller, Knut Möller Methodologies of Biophysical Wound Healing Therapies
Miguel R. Adame, Jing Yu, Knut Möller Mobility Support System for Elderly Blind People with a Smart Walker and a Tactile Map
Sabine Krüger-Ziolek, Benjamin Schullcke, Zhanqi Zhao, Bo Gong, Susanne Nährig, Ullrich Müller-Lisse, Knut Möller Multi-layer ventilation inhomogeneity in cystic fibrosis
Rihui Li, Jinwu Gao, Yaning Li, Junpeng Wu, Zhanqi Zhao, Yang Liu Preliminary study of assessing bladder urinary volume using electrical impedance tomography
Inez Frerichs, Zhanqi Zhao, Tobias Becher, Peter Zabel, Norbert Weiler, Barbara Vogt Regional lung function determined by electrical impedance tomography during bronchodilator reversibility testing in patients with asthma
Barbara Vogt, Zhanqi Zhao, Peter Zabel, Norbert Weiler, Inez Frerichs Regional lung response to bronchodilator reversibility testing determined by electrical impedance tomography in chronic obstructive pulmonary disease
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller Regularization of EIT reconstruction based on multi-scales wavelet transforms
Ruby Langdon, Paul D. Docherty, Bernhard Laufer, Knut Möller Resistance in a non-linear autoregressive model of pulmonary mechanics
Benjamin Schullcke, Sabine Krüger-Ziolek, Bo Gong, Ullrich Müller-Lisse, Knut Möller Simultaneous application of two independent EIT devices for real-time multi-plane imaging
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller Sparse regularization based on spectral graph wavelets
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Ullrich Müller-Lisse, Knut Möller Sparse regularization for EIT reconstruction incorporating structural information derived from medical imaging
Benjamin Schullcke, Bo Gong, Sabine Krüger-Ziolek, Manuchehr Soleimani, Ullrich Müller-Lisse, Knut Möller Structural-functional lung imaging using a combined CT-EIT and a Discrete Cosine Transformation reconstruction method
Bernhard Laufer, Jörn Kretschmer, Paul D. Docherty, Yeong S. Chiew, Knut Möller The Influence of Airway Resistance in the Dynamic Elastance Model
Ruby Langdon, Paul D. Docherty, Yeong S. Chiew, Knut Möller, James G. Chase Use of basis functions within a non-linear autoregressive model of pulmonary mechanics

2015

Miguel R. Adame, Johannes Kamperschroer, Maik Winter, Knut Möller A Smart Walking Aid for Visually Impaired Elderly People: Comparison of two Vibrotactile Feedback Systems
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller A clustering based dual model framework for EIT imaging: first experimental results
Patrick Stehle, Thomas Lehmann, Daniel Redmond, Knut Möller, Jörn Kretschmer A java based simulator with user interface to simulate ventilated patients
Jing Yu, Knut Möller An electrical travel aid for visually impaired based on depth sensing and vibrotactile technology
Jörn Kretschmer, Achim Speck, Sunetra Basavaraju, Axel Riedlinger, Christoph Schranz, Knut Möller Automated model selection in competing models of respiratory mechanics
Jörn Kretschmer, Axel Riedlinger, Knut Möller Automatisierte Modellselektion in der modellbasierten Entscheidungsunterstützung
James G. Chase, T. Desaive, B. Benyo, Knut Möller Better Care and Better Productivity: the role of model-based therapeutics in mitigating the destructive convergence of rising demographics and cost.
Benjamin Schullcke, Bo Gong, Sabine Krüger-Ziolek, Knut Möller Compensation for Thorax Excursion using a modified Forward Model
Claudius Stahl, Knut Möller, Daniel Steinmann, Dietrich Henzler, Stefan Lundin, Ola Stenqvist Determination of 'recruited volume' following a PEEP step is not a measure of lung recruitability
Sabine Krüger-Ziolek, Benjamin Schullcke, Knut Möller EIT Imaging depends on type of breathing
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller EIT image reconstruction based on a clustering dual model framework
Bo Gong, Sabine Krüger-Ziolek, Knut Möller, Benjamin Schullcke, Zhanqi Zhao Electrical impedance tomography: functional lung imaging on its way to clinical practice?
Somphong Phommahavong, Dominik Haas, Jing Yu, Sabine Krüger-Ziolek, Knut Möller Evaluating the microsoft kinect skeleton joint tracking as a tool for home-based physiotherapy
Jörn Kretschmer, Axel Riedlinger, Knut Möller Evaluation of an algorithm to choose between competing models of respiratory mechanics
Axel Riedlinger, Knut Möller, Jörn Kretschmer Hierarchical identification in a three-parameter model of pulmonary gas exchange
Jörn Kretschmer, Christoph Schranz, Axel Riedlinger, Dirk Schädler, Norbert Weiler, Knut Möller Hierarchische Modellsysteme zur Optimierung der Beatmungstherapie
Bernhard Laufer, Paul D. Docherty, Yeong S. Chiew, Knut Möller, James G. Chase Identifying pressure dependent elastance in lung mechanics with reduced influence of unmodelled effects
Benjamin Schullcke, Bo Gong, Sabine Krüger-Ziolek, Daniel Redmond, James G. Chase, Knut Möller Impact of Thorax Excursion on Boundary Voltages in EIT Imaging
Bo Gong, Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller Improving EIT image reconstruction with clustering
Benjamin Schullcke, Bo Gong, Sabine Krüger-Ziolek, Knut Möller Improving image quality in EIT imaging by measurement of thorax excursion
Ruby Langdon, Paul D. Docherty, Yeong S. Chiew, Knut Möller, James G. Chase Interpolation within a Recruitment Manoeuvre using a Non-Linear Autoregressive Model of Pulmonary Mechanics
Sabine Krüger-Ziolek, Zhanqi Zhao, Benjamin Schullcke, Bo Gong, Knut Möller Investigation of ventilation and perfusion related impedance changes of the lung as a function of heart rate
Dominik Haas, Somphong Phommahavong, Jing Yu, Sabine Krüger-Ziolek, Knut Möller, Jörn Kretschmer Kinect based physiotherapy system for home use
Jörn Kretschmer, Christoph Schranz, Axel Riedlinger, Knut Möller Komplexe Modellsysteme in der automatisierten Beatmung
Daniel Redmond, Jörn Kretschmer, Yeong S. Chiew, Christopher Pretty, Knut Möller, James G. Chase Modelling expiration using viscoelastic pressure dependant recruitment models - is it the same as inspiration
Andreas Wachaja, Pratik Agarwal, Mathias Zink, Miguel R. Adame, Knut Möller, Wolfram Burgard Navigating Blind People with a Smart Walker
Axel Riedlinger, Jörn Kretschmer, Knut Möller On the practical identifiability of a two-parameter model of pulmonary gas exchange
Sabine Krüger-Ziolek, Benjamin Schullcke, Jörn Kretschmer, Ullrich Müller-Lisse, Knut Möller, Zhanqi Zhao Positioning of electrode plane systematically influences EIT imaging
Yun Long, Huai-Wu He, Knut Möller, Dawei Liu, Zhanqi Zhao Positive end-expiratory pressure titration in acute respiratory distress syndrome with EIT
Sabine Krüger-Ziolek, Zhanqi Zhao, Knut Möller Project-oriented learning in medical engineering education - Evaluation of a novel teaching approach
Songqiao Liu, Li Tan, Knut Möller, Haibo Qiu, Zhanqi Zhao Regional ventilation distribution during constant distending pressure titration in high-frequency oscillatory ventilation
Ashkan Javaherian, Manuchehr Soleimani, Knut Möller Sampling of finite elements for sparse recovery in large scale 3D electrical impedance tomography
Benjamin Schullcke, Sabine Krüger-Ziolek, Zhanqi Zhao, Knut Möller Sensorkombination zur Optimierung der Beurteilung von Ventilationsverteilungen der Lunge
Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller Simultaneous operation of two independent EIT-Devices on one medium
Benjamin Schullcke, Bo Gong, Knut Möller Steps towards 3D Electrical Impedance Tomography
James G. Chase, Geoffrey M. Shaw, Matthew Signal, Christopher G. Pretty, Geoffrey W. Rodgers, Balazs Benyo, Knut Möller, Thomas Desaive Teaching old electronics, new tricks: medical applications of well-known industrial electronics
Knut Möller, Miguel R. Adame Zentrum für Angewandte Forschung: Assistive Systeme und Technologien zur Sicherung sozialer Beziehungen und Teilhabe für Menschen mit Hilfebedarf: Teilprojekt 1: Ergänzung der Wahrnehmung bei reduzierter Sinnesleistung - Entwicklung und Optimierung einer zusätzlichen haptischen Sensorik für ältere bzw. sensorische behinderte Menschen

2014

Andreas Wachaja, Pratik Agarwal, Miguel R. Adame, Knut Möller, Wolfram Burgard A Navigation Aid for Blind People with Walking Disabilities
Andreas Knörzer, Paul D. Docherty, Yeong S. Chiew, James G. Chase, Knut Möller An Extension to the First Order Model of Pulmonary Mechanics to Capture a Pressure dependent Elastance in the Human Lung
Xueting Wang, Weiling Pan, Li Feng, Knut Möller, Zhanqi Zhao Automatic segmentation of atelectasis in thorax CT correlates to PaO2/FiO2 ratio in ARDS patients
Songqiao Liu, Zhanqi Zhao, Li Tan, Yingzi Huang, Ling Liu, Lihui Wang, Jianfeng Xie, Jingyuan Xu, Chun Pan, Yi Yang, Haibo Qiu, Knut Möller Continuously monitoring regional ventilation distribution in lavage ARDS pigs under high frequency oscillatory ventilation
Jörn Kretschmer, Axel Riedlinger, Knut Möller Determining the Optimal Calibration Point for the Clinical Application of a Simple Model of Human Gas Exchange
Miguel A. Reyes, Andreas Wachaja, Pratik Agarwal, Wolfram Burgard, Knut Möller Development of a Smart Walker with a Vibrating Belt for Assisting Visually Impaired
Axel Riedlinger, Jörn Kretschmer, Knut Möller Estimating the Measuring Effort for Using a Two-Parameter Gas Exchange Model in Clinical Practice
Achim Speck, Jörn Kretschmer, Axel Riedlinger, Knut Möller Evaluating selection criteria for physiological models of various complexities
Zhanqi Zhao, Andy Adler, Knut Möller, Bartlomiej Grychtol GREIT is sensitive to training targets near boundary
Sabine Krüger-Ziolek, Zhanqi Zhao, Knut Möller Impact of electrode positioning on EIT data interpretation
Zhanqi Zhao, Inez Frerichs, Sven Pulletz, Ullrich Müller-Lisse, Knut Möller Individual thorax geometry reduces position and size differences in reconstructed images of electrical impedance tomography
Jing Yu, M. Rayasam, P. Wehrle, J. Scherer, Zhanqi Zhao, Knut Möller Indoor navigation system for visually impaired using the Kinect depth camera and vibrotactile technology
Sunetra Basavaraju, A. Speck, Jörn Kretschmer, Knut Möller Kriterien zur automatisierten Modellselektion in Modellen der menschlichen Atemmechanik
Zhanqi Zhao, Sabine Krüger-Ziolek, Benjamin Schullcke, Knut Möller Lung tissue measured in EIT may change depending on the positioning of electrode plane
Jörn Kretschmer, Axel Riedlinger, Christoph Schranz, Knut Möller Medical decision support in mechanical ventilation employing combined model information of gas exchange and respiratory mechanics
Christoph Schranz, Tobias Becher, Dirk Schädler, Norbert Weiler, Knut Möller Model-based setting of inspiratory pressure and respiratory rate in pressure-controlled ventilation
Jing Yu, Knut Möller Reaction time to vibrotactile simulation in navigation task
Paul D. Docherty, Christoph Schranz, Yeong S. Chiew, Knut Möller, James G. Chase Reformulation of the pressure-dependent recruitment model (PRM) of respiratory mechanics
Benjamin Schullcke, Sabine Krüger-Ziolek, Knut Möller Sensorkombination zur Analyse der Lungenfunktion
Jörn Kretschmer, Thomas Haunsberger, Erick Drost, Edmund Koch, Knut Möller Simulating physiological interactions in a hybrid system of mathematical models
Ashkan Javaherian, Benjamin Schullcke, Knut Möller Sparse recovery for 3D electrical impedance tomography involving large number of finite elements: A simulation study
Zhanqi Zhao, Sven Pulletz, Inez Frerichs, Ullrich Müller-Lisse, Knut Möller The EIT-based global inhomogeneity index is highly correlated with regional lung opening in patients with acute respiratory distress syndrome
Zhanqi Zhao, Inez Frerichs, Sven Pulletz, Ullrich Müller-Lisse, Knut Möller The influence of image reconstruction algorithms on linear thorax EIT image analysis of ventilation
Axel Riedlinger, Jörn Kretschmer, Knut Möller The influence of measurement noise on parameter identification in a mathematical model of gas exchange
Benjamin Schullcke, Ashkan Javaherian, Knut Möller Using Principal Component Analysis and IIRFiltering for Detecting the Position of the Heart in Electrical Impedance Tomography at different Stimulation Frequencies
Jörn Kretschmer, Axel Riedlinger, Knut Möller Using in-silico and real patient data to determine the influence of calibration on model prediction in a simple model of gas exchange
Jörn Kretschmer, Axel Riedlinger, Knut Möller Using in-silico and real patient data to determine the influence of calibration on model prediction in an simple model of gas exchange
Paul D. Docherty, Christoph Schranz, James G. Chase, Yeong S. 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
James G. Chase, Knut Möller, Geoffrey M. Shaw, Christoph Schranz, Yeong S. Chiew, Thomas Desaive When the value of gold is zero

2013

S. Heizmann, M. Baumgärtner, Sabine Krüger-Ziolek, Zhanqi Zhao, Knut Möller 3-D Lung Visualization Using Electrical Impedance Tomography Combined with Body Plethysmography
Jörn Kretschmer, Axel Riedlinger, Tobias Becher, Dirk Schädler, Norbert Weiler, Knut Möller A Family of Physiological Models to Simulate Human Gas Exchange
Jörn Kretschmer, Axel Riedlinger, Knut Möller A Hierarchical Model Family of Human Gas Exchange for the Use in Medical Decision Support
Jing Yu, Miguel A. Reyes, Knut Möller A Vibrotactile Assistive System for Directional Navigation
Miguel R. Adame, Jing Yu, Knut Möller, Edgar Seemann A Wearable Navigation Aid for Blind People Using a Vibrotactile Information Transfer System
Christian Knöbel, Gunter Ketterer, Knut Möller A concept for modelling linear lung compliances using a mechanical artificially ventilated simulator
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
Jing Yu, Knut Möller Assistive Navigation Device for Visually Impaired—A Study on Reaction Time to Tactile Modality Stimuli
Christian Knöbel, Thu Nguyen, Knut Möller Aufbau eines aktiven mechanischen Lungensimulators
Thu Nguyen, Thomas Lehmann, Jörn Kretschmer, Knut Möller Bringing Model Based Ventilation Therapy to the Bedside
Thu Nguyen, Jörn Kretschmer, Knut Möller Bringing Model Based Ventilation Therapy to the Bedside
Sabine Krüger-Ziolek, Christian Knöbel, Christoph Schranz, Knut Möller Combination of Engineering and Medical Education Using an Active Mechanical Lung Simulator
Miguel A. Reyes, Sabine Krüger-Ziolek, Knut Möller, Edgar Seemann Combining Real World Problems with Student Competitions in Engineering Education
Christian Knöbel, Knut Möller Control of an Active Lung Simulator using a Real Time Controller
Zhanqi Zhao, Barbara Vogt, Christian Falkenberg, Norbert Weiler, Knut Möller, Inez Frerichs Customized electrical impedance tomography based analysis of regional lung function: a feasibility study
Zhanqi Zhao, Knut Möller, Ullrich Müller-Lisse, Barbara Vogt, Inez Frerichs Customized evaluation software for clinical trials: An example on pulmonary function test with electrical impedance tomography
Zhanqi Zhao, Barbara Vogt, Inez Frerichs, Ullrich Müller-Lisse, Knut Möller Developing Customized Evaluation Software for Clinical Trials: An Example with Obstructive Lung Diseases
Zhanqi Zhao, Inez Frerichs, Sven Pulletz, Ullrich Müller-Lisse, Knut Möller Does thorax EIT image analysis depend on the image reconstruction method?
Jörn Kretschmer, Christoph Schranz, Christian Knöbel, J. Wingender, E. Koch, Knut Möller Efficient computation of interacting model systems
Zhanqi Zhao, Sabine Krüger-Ziolek, Knut Möller Erfassen der regionalen Ventilation bei Patienten mit zystischer Fibrose mittels elektrischer Impedanz-Tomographie
Andreas Knörzer, Christoph Schranz, Knut Möller Evaluation of a Model based Optimization Algorithm for Pressure Controlled Ventilation
Sabine Krüger-Ziolek, Zhanqi Zhao, Knut Möller Evaluation of a New Measurement System Combining Body Plethysmography and Electrical Impedance Tomography
C. Wegner, H. Herzog, Miguel R. Adame, Knut Möller Evaluation of an ECG and an EDA-sensor for monitoring the body’s reaction to stress
Miguel A. Reyes, Knut Möller, Edgar Seemann Guiding Visually Impaired People by Transmitting Navigational Instructions to Wearable Vibrating Belt Systems
Axel Riedlinger, Jörn Kretschmer, Knut Möller Hierarchical Identification Process of a Two-Parameter Gas Exchange Model
Axel Riedlinger, Jörn Kretschmer, Knut Möller Hierarchical Model Structure for Identification of a Gas Exchange Model
Christoph Schranz, Knut Möller Hierarchical Model System of Respiratory Mechanics for Parameter Identification
Axel Riedlinger, Jörn Kretschmer, Knut Möller Hierarchical Structure of Human Gas Exchange Models to Improve Parameter Identification
Christoph Schranz, Jörn Kretschmer, Knut Möller Hierarchical individualization of a recruitment model with a viscoelastic component for ARDS patients
Jörn Kretschmer, Axel Riedlinger, Knut Möller Hierarchische Modellbildung am Beispiel von Modellen des menschlichen Gasaustauschs
Jörn Kretschmer, Christoph Schranz, Axel Riedlinger, Knut Möller Hierarchische Modelle in der medizinischen Entscheidungsunterstützung
Axel Riedlinger, Jörn Kretschmer, Knut Möller Improving the Robustness of Parameter Identification for a Model of Gas Exchange
Jing Yu, Miguel R. Adame, Knut Möller Intelligent vibrotactile system for spatial perception
Jing Yu, Knut Möller Investigating Multimodal Displays: Reaction Times to Visual and Tactile Modality Stimuli
Sabine Krüger-Ziolek, Zhanqi Zhao, Knut Möller Involving Industry in Medical Engineering Education
Jörn Kretschmer, Axel Riedlinger, Knut Möller Minimal model prediction of FiO2 influence on oxygen content in human blood
Christoph Schranz, Tobias Becher, Dirk Schädler, Norbert Weiler, Knut Möller Model-Based Ventilator Settings In Pressure Controlled Ventilation
Christoph Schranz, Kevin Meffray, Claudius Stahl, Knut Möller Model-based Analysis of Ventilation Inhomogeneity in Respiratory Mechanics
J. Scherer, Christoph Schranz, Andreas Knörzer, Knut Möller Model-based Optimization of Ventilator Settings for Bedside Application
Christoph Schranz, Tobias Becher, Dirk Schädler, Norbert Weiler, Knut Möller Modellbasierte Einstellungen für die künstliche Beatmung
Miguel R. Adame, Knut Möller, Edgar Seemann Navigationsanweisungen für Sehbehinderte und Blinde mit tragbaren Vibrationssystemen
Zhanqi Zhao, James G. Chase, Knut Möller Noise in respiratory signals influences dynamic respiratory system compliance analysis: A simulation study
Jörn Kretschmer, Axel Riedlinger, Knut Möller Predicting etCO2 response in a model of ventilation-perfusion mismatch
Jing Yu, Knut Möller Preliminary Study on Human Reaction Times to Visual and Tactile Stimulation Signals
Sabine Krüger-Ziolek, Zhanqi Zhao, Knut Möller Project-oriented studying to support medical engineering education
C. A. Stahl, Knut Möller, Daniel Steinmann, Dietrich Henzler, Stefan Lundin, Ola Stenqvist Recruitable volume is comparable in acute respiratory distress syndrome and in healthy lungs
Zhanqi Zhao, Ullrich Müller-Lisse, Inez Frerichs, Rainald Fischer, Knut Möller Regional airway obstruction in cystic fibrosis determined by electrical impedance tomography in comparison with high resolution CT
Zhanqi Zhao, Ullrich Müller-Lisse, Inez Frerichs, Rainald Fischer, Sabine Krüger-Ziolek, Knut Möller Regional airway obstruction in cystic fibrosis: how about using electrical impedance tomography?
Axel Riedlinger, Christoph Schranz, Knut Möller Robustheitsanalyse der Parameter-Identifizierung eines Gasaustausch-Modells
Axel Riedlinger, Christoph Schranz, Knut Möller Robustness Analysis of a Mathematical Gas Exchange Model
Christoph Schranz, Axel Riedlinger, R. Huhle, A. Braune, M. Gama de Abreu, E. Koch, Knut Möller Selection criteria for competing models of respiratory mechanics
Zhanqi Zhao, Sabine Krüger-Ziolek, Knut Möller Sensor Fusion of Pulmonary Function Diagnosis Combining Body Plethysmography and Electrical Impedance Tomography
T. Lächele, T. Zifreund, Christian Knöbel, Knut Möller Signal Analysis and System Identification of an Active Mechanical Lung Simulator in Order to Design a Control Regime
T. Lächele, T. Zifreund, Christian Knöbel, Knut Möller System Identification and Transfer Function Derivation of a New Active Mechanical Lung Simulator Concept
Knut Möller, Miguel A. Reyes, Jing Yu Technische Unterstützung für Blinde zur sicheren Bewegung in unbekanntem Umfeld 1. Blindennavigation über motorbasierte Vibrationssignale
Jörn Kretschmer, Knut Möller The Iterative Computation of Decoupled Model Systems
Sarah Bühler, Marie C. Jensen, Sara Lozano-Zahonero, Dominik Gottlieb, Daniel Eckle, Marc Szczyrba, Stefan Schumann, Knut Möller, Josef Guttmann The dynamics of carbon dioxide equilibration after alterations in the respiratory rate
Christian Knöbel, Gunter Ketterer, James G. Chase, Knut Möller Transfer Function Identification of a New Active Lung Simulator Concept for Precise Motor Control
S. Heizmann, M. Baumgärtner, Sabine Krüger-Ziolek, Zhanqi Zhao, Knut Möller Transient 3-D Lung Imaging by Electrical Impedance Tomography
E. J. van Drunen, Yeong S. Chiew, Zhanqi Zhao, Bernard Lambermont, Nathalie Janssen, Christopher Pretty, Thomas Desaive, Knut Möller, James G. Chase Visualisation of Time-Variant Respiratory System Elastance in ARDS Models
Miguel R. Adame, Knut Möller, Edgar Seemann Wearable Navigation Aids for Visually Impaired People Based on Vibrotactile Skin Stimuli

2012

Jörn Kretschmer, Zhanqi Zhao, Erick Dorst, Thomas Haunsberger, Edmund Koch, Knut Möller A Hybrid Combination of Interacting Physiological Models
Jörn Kretschmer, Zhanqi Zhao, Thomas Haunsberger, Erick Drost, Edmund Koch, Knut Möller A Hybrid Model of Interacting Physiological Systems
Zhanqi Zhao, Josef Guttmann, Knut Möller Assessment of a volume-dependent dynamic respiratory system compliance in ALI/ARDS by pooling breathing cycles
Gabor Vanyi, Norbert Gut, Jörn Kretschmer, Knut Möller Concept study of a nonlinear mechanical lung simulator
Jörn Kretschmer, Christoph Schranz, J. Wingender, Knut Möller Decoupled evaluation supports parallel computing of interacting models
Norbert Gut, Jörn Kretschmer, Gabor Vanyi, Zhanqi Zhao, H. Zhu, Knut Möller Design of a mechanical lung simulator - A concept study
Axel Riedlinger, Jörn Kretschmer, Knut Möller Evaluation of an etCO2 predicting model
Jörn Kretschmer, Christian Knöbel, J. Wingender, Knut Möller Iterative computing of decoupled interacting models
Christoph Schranz, Paul D. Docherty, Yeong S. Chiew, Knut Möller, James G. Chase Iterative integral parameter identification of a respiratory mechanics model
Jörn Kretschmer, Edmund Koch, Knut Möller Optimierung der Berechnung physiologischer Modellsysteme durch Entkopplung der Modellkomponenten
Yeong S. Chiew, James G. Chase, Bernard Lambermont, Nathalie Janssen, Christoph Schranz, Knut Möller, Geoffrey M. Shaw, Thomas Desaive Physiological relevance and performance of a minimal lung model – an experimental study in healthy and acute respiratory distress syndrome model piglets
Zhanqi Zhao, Rainald Fischer, Inez Frerichs, Ullrich Müller-Lisse, Knut Möller Regional ventilation in cystic fibrosis measured by electrical impedance tomography
Thu Nguyen, Zhanqi Zhao, Jörn Kretschmer, Knut Möller Simulation model for patient ventilator interaction with focus on changing disease states
Christoph Schranz, Paul D. Docherty, Yeong S. Chiew, James G. Chase, Knut Möller Structural Identifiability and Practical Applicability of an Alveolar Recruitment Model for ARDS Patients

2011

Jörn Kretschmer, Knut Möller A Hierarchical Model Family of Cardiovascular Dynamics
Jörn Kretschmer, Christoph Schranz, Knut Möller A Mathematical Model of Gas Exchange Predicting CO2 Response to Respiratory Rate Changes
Zhanqi Zhao, Josef Guttmann, Knut Möller Adaptive SLICE method: an enhanced method to determine nonlinear dynamic respiratory system mechanics
Jörn Kretschmer, Knut Möller An Examination on Different Computing Approaches for Simulation of Complex Model Systems
Knut Möller, Sara Lozano, Johannes Arntz, Zhanqi Zhao, Jörn Kretschmer, Christoph Schranz, Linchao Ye Arbeiten im Forschungszentrum für Technische Medizin (ITeM)
Sara Lozano-Zahonero, Dominik Gottlieb, C. Haberthür, Josef Guttmann, Knut Möller Automated mechanical ventilation: adapting decision making to different disease states
Jörn Kretschmer, Christoph Schranz, Knut Möller Building Hierarchical Model Families: A Cardiovascular Example
Jörn Kretschmer, Alexander Wahl, Knut Möller Dynamically generated models for medical decision support systems
Knut Möller, Jörn Kretschmer, Christoph Schranz Hierarchical Modeling for Medical Decision Support
Christoph Schranz, Christian Knöbel, Jörn Kretschmer, Zhanqi Zhao, Knut Möller Hierarchical Parameter Identification in Models of Respiratory Mechanics
Jörn Kretschmer, Knut Möller Sequential versus Concurrent Computation of Complex Model Systems for Medical Decision Support
Jörn Kretschmer, Knut Möller Time course of etCO2 response to alterations in respiration rate predicted by a mathematical model of human gas exchange

2010

Zhanqi Zhao, Daniel Steinmann, Danijela Müller-Zivkovic, Jörg Martin, Inez Frerichs, Josef Guttmann, Knut Möller A lung area estimation method for analysis of ventilation inhomogeneity based on electrical impedance tomography
Hui Liu, Claudius A. Stahl, Knut Möller, Matthias Schneider, Steven Ganzert, Zhanqi Zhao, Xiaowen Tong, Josef Guttmann Alveolar stability under different combinations of positive end-expiratory pressure and tidal volume: alveolar microscopy in isolated injured rat lungs
Jörn Kretschmer, Knut Möller Ein flexibler Ansatz zur Berechnung komplexer Modelle in Medizinischen Entscheidungsunterstützungssystemen
Jörn Kretschmer, Knut Möller Implementation of a flexible integration algorithm for computation of complex physiological model systems
Jörn Kretschmer, Marie Jensen, Sara Lozano, Josef Guttmann, Knut Möller Limitations of gas exchange models confronted with alterations of ventilation frequency in patient data
Jörn Kretschmer, Alexander Wahl, Knut Möller On the Integration of Different Physiological Model Systems
Zhanqi Zhao, Daniel Steinmann, Inez Frerichs, Josef Guttmann, Knut Möller PEEP titration guided by ventilation homogeneity: a feasibility study using electrical impedance tomography
Jörn Kretschmer, Knut Möller Simulation von komplexen physiologischen Modellsystemen - ein flexibler Lösungsansatz
Jörn Kretschmer, Alexander Wahl, Johannes Arntz, Bettina Sabban, Knut Möller The combination of cardiovascular and pulmonary dynamics in a hierarchical system of physiological models
Zhanqi Zhao, Daniel Steinmann, Inez Frerichs, Josef Guttmann, Knut Möller Ventilation inhomogeneity is one criterion among many in multidimensional PEEP titration

2009

David Schwenninger, Knut Möller, Hui Liu, Josef Guttmann Automated Analysis of Intratidal Dynamics of Alveolar Geometry From Microscopic Endoscopy
Dominik Gottlieb, Sara Lozano, Andreas Brendle, Josef Guttmann, Knut Möller Automatisierung der mechanischen Beatmung – ein neuer Weg?
Jörn Kretschmer, Alexander Wahl, J. Guttmann, Knut Möller Dynamic Generation of Physiological Model Systems
Jörn Kretschmer, Alexander Wahl, J. Guttmann, Knut Möller Dynamic generation of physiological model systems
Zhanqi Zhao, Knut Möller, Daniel Steinmann, Inez Frerichs, Josef Guttmann Evaluation of an electrical impedance tomography-based global inhomogeneity index for pulmonary ventilation distribution
Christoph Haberthür, Annekathrin Mehlig, John F. Stover, Stefan Schumann, Knut Möller, Hans-Joachim Priebe, Josef Guttmann Expiratory automatic endotracheal tube compensation reduces dynamic hyperinflation in a physical lung model
Steven Ganzert, Knut Möller, Daniel Steinmann, Stefan Schumann, Josef Guttmann Pressure-dependent stress relaxation in acute respiratory distress syndrome and healthy lungs: an investigation based on a viscoelastic model

2008

Sara Lozano, Knut Möller, Andreas Brendle, Dominik Gottlieb, Stefan Schumann, Claudius Stahl, Josef Guttmann AUTOPILOT-BT: A system for knowledge and model based mechanical ventilation
Stefan Schumann, Claudius Stahl, Knut Möller, Matthias Schneider, Robert Metzke, Wolfgang A. Wall, Hans-Joachim Priebe, Josef Guttmann Contact‐free determination of material characteristics using a newly developed pressure‐operated strain‐applying bioreactor
Josef Guttmann, Knut Möller Modellbasierte Systeme zur lungenprotektiven Beatmung
Stefan Schumann, Michael Krappitz, Knut Möller, Roland Hentschel, Günther Braun, Josef Guttmann Pressure loss caused by pediatric endotracheal tubes during high-frequency-oscillation-ventilation

2007

Stefan Schumann, Michael Lichtwarck-Aschoff, Christoph Haberthür, Claudius A. Stahl, Knut Möller, Josef Guttmann Detection of partial endotracheal tube obstruction by forced pressure oscillations
Stefan Schumann, Claudius Stahl, Knut Möller, Hans-Joachim Priebe, Josef Guttmann Moisturizing and mechanical characteristics of a new counter-flow type heated humidifier

2006

Claudius Stahl, Knut Möller, Stefan Schumann, Ralf Kuhlen, Michael Sydow, Christian Putensen, Josef Guttmann Dynamic versus static respiratory mechanics in acute lung injury and acute respiratory distress syndrome

2002

Jens Frings-Naberschulte, Carlo Schaller, Bernhard Meyer, Mounir Baslam, Ansgar Berlis, Johannes Schramm, Knut Möller Parameter fitting of digital models of pulsatile hemodynamics based on intravascular measurements in the rabbit aorta

1999

Alexander Asteroth, Tobias Kunze, Jens Frings, Knut Möller, Jürgen Drescher Model based classification of cardiovascular response patterns

1998

Alexander Asteroth, Jens Frings, Knut Möller, Luis Beck, Jürgen Drescher Model based characterization of microgravity induced alterations of CVS-regulation

1997

Alexander Asteroth, Knut Möller, Friedhelm Baisch, Luis Beck, Jürgen Drescher Cardiovascular regulation: a modelling approach

1994

Knut Möller, Gerhard Paaß Künstliche Neuronale Netze: eine Bestandsaufnahme

1991

Knut Möller, Sebastian Thrun Adaptive Roboterkontrolle mit künstlichen Neuronalen Netzen

1989

A. Hesse, M. Gergeleit, P. Schüller, Knut Möller Analysis of Urinary Stones by Computerized Infrared Spectroscopy