Some selected publications

Journal Article
Title Author Year of Publication
Prediction of lung mechanics throughout recruitment maneuvers in pressure-controlled ventilation Sophie Morton, Jennifer Knopp, Merryn Tawhai, Paul Docherty, Serge Heines, Dennis Bergmans, Knut Möller, Geoffrey Chase 2020
Artificial intelligence based insulin sensitivity prediction for personalized glycaemic control in intensive care Balazs Benyo, Bela Palancz, Akos Szlavecz, Balint Szabo, Yahia Anane, Katalin Kovacs, Geoffrey Chase 2020
Clinical application scenarios to handle insulin resistance and high endogenous glucose production for intensive care patients Anane Yahia, Balazs Benyo, Geoffrey Chase 2020
Clinical application of a model-based cardiac stroke volume estimation method Rachel Smith, Joel Balmer, Christopher Pretty, Geoffrey Shaw, Geoffrey Chase 2020
Effect of small airways and viscoelasticity on lung mechanics from expiratory occlusion Sarah Howe, Melanie Marz, Sabine Kruger-Ziolek, Bernhard Laufer, Chris Pretty, Geoffery Shaw, Thomas Desaive, Knut Moeller, Geoffery Chase 2020
Non-invasive measurement of tidal breathing lung mechanics using expiratory occlusion Sarah Howe, Melanie Marz, Sabine Kruger-Ziolek, Bernhard Laufer, Chris Pretty, Geoffery Shaw, Thomas Desaive, Knut Moeller, Geoffery Chase 2020
Comparison between single compartment model and recruitment basis function model on NICU patients Kyeong Kim, Jennifer Knopp, Bronwyn Dixon, Geoffrey Chase 2020
Physiological sex differences in mechanically ventilated premature neonates: A pilot study Kyeong Kim, Jennifer Knopp, Bronwyn Dixon, Geoffrey Chase 2020
Finite Element Simulation Based Analysis of Valve-sparing Aortic Root Surgery Robert Nagy, Tamas Umenhoffer, Peter Somogyi, Akos Szlavecz, Aniko Kubovje, Bernhard Laufer, Katalin Kovacs, Tamas Szerafin, Balazs Benyo 2020
Differentiating phenotypes of coronavirus disease-2019 pneumonia by electric impedance tomography Andras Lovas, Rongqing Chen, Tamas Molnar, Balazs Benyo, Akos Szlavecz, Fatime Hawchar, Sabine Kruger-Ziolek, Knut Moeller 2022
A Minimal Set of Sensors in a Smart-Shirt to Obtain Respiratory Parameters B Laufer, R Murray, PD Docherty, S Krueger-Ziolek, F Hoeflinger, L Reindl, K Moeller 2020
Structural priors represented by discrete cosine transform improve EIT functional imaging Rongqing Chen, Sabine Krueger-Ziolek, Andras Lovas, Balazs Benyo, Stefan Rupitsch, Knut Moeller 2023
Classification-based deep neural network vs mixture density network models for insulin sensitivity prediction problem Balazs Benyo, Bela Palancz, Akos avecz, Balint Szabo, Katalin Kovacs, Geoffrey Chase 2023
Effect of a Patient-Specific Structural Prior Mask on Electrical Impedance Tomography Image Reconstructions Rongqing Chen, Sabine Krueger-Ziolek, Alberto Battistel, Stefan Rupitsch, Knut Moeller 2023
Risk-Based Care: Let s Think Outside the Box James Chase, Geoffrey Shaw, Jean-Charles Preiser, Jennifer Knopp, Thomas Desaive 2021
Bedside evaluation of pulmonary embolism by saline contrast electrical impedance tomography method: a prospective observational study Huaiwu He, Yi Chi, Yun Long, Siyi Yuan, Rui Zhang, Inez Frerichs, Knut Möller, Feng Fu, Zhanqi Zhao 2020
A deep learning spatial-temporal framework for detecting surgical tools in laparoscopic videos Tamer Alshirbaji, Nour Jalal, Paul Docherty, Thomas Neumuth, Knut Moeller 2021
Lung regions identified with CT improve the value of global inhomogeneity index measured with electrical impedance tomography Lin Yang, Meng Dai, Knut Moeller, In\ Frerichs, Andy Adler, Feng Fu, Zhanqi Zhao 2021
Positive end-expiratory pressure titration with electrical impedance tomography and pressure—volume curve: A randomized trial in moderate to severe ARDS Hui-Ju Hsu, Hou-Tai Chang, Zhanqi Zhao, Ping-Huai Wang, Jia-Hao Zhang, Yun-Sung Chen, Inez Frerichs, Knut Moeller, Feng Fu, Han-Shui Hsu, others 2021
Influence of overdistension/recruitment induced by high positive end-expiratory pressure on ventilation—perfusion matching assessed by electrical impedance tomography with saline bolus Huaiwu He, Yi Chi, Yun Long, Siyi Yuan, Inez Frerichs, Knut Moeller, Feng Fu, Zhanqi Zhao 2020
Virtual patients for mechanical ventilation in the intensive care unit Cong Zhou, Geoffrey Chase, Jennifer Knopp, Qianhui Sun, Merryn Tawhai, Knut Möller, Serge Heines, Dennis Bergmans, Geoffrey Shaw, Thomas Desaive 2021
Characterisation and Quantification of Upper Body Surface Motions for Tidal Volume Determination in Lung-Healthy Individuals Bernhard Laufer, Fabian Hoeflinger, Paul Docherty, Nour Jalal, Sabine Krueger-Ziolek, Stefan Rupitsch, Leonhard Reindl, Knut Moeller 2023
Prediction and estimation of pulmonary response and elastance evolution for volume-controlled and pressure-controlled ventilation Qianhui Sun, Geoffrey Chase, Cong Zhou, Merryn Tawhai, Jennifer Knopp, Knut Moeller, Serge Heines, Dennis Bergmans, Geoffrey Shaw 2022
Sensor Selection for Tidal Volume Determination via Linear Regression—Impact of Lasso versus Ridge Regression Bernhard Laufer, Paul Docherty, Rua Murray, Sabine Krueger-Ziolek, Nour Jalal, Fabian Hoeflinger, Stefan Rupitsch, Leonhard Reindl, Knut Moeller 2023
Miscellaneous
Title Author Year of Publication
Separating respiration and perfusion in eit: Harmonic analysis on 2d-thorax simulation Erik Stein, Rongqing Chen, Alberto Battistel, Knut Moeller 2022