Digitalized Clone for Personalized Medicine

Project Information

DCPM

Grant agreement ID: 872488

DOI 10.3030/872488

EC signature date 27 November 2019

Start date 1 January 2020

End date 31 October 2025

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost € 864 800,00

EU contribution € 680 800,00

Coordinated by

BUDAPESTI MUSZAKI ES GAZDASAGTUDOMANYI EGYETEM
Hungary

Publications

Peer reviewed articles (17)

Lung regions identified with CT improve the value of global inhomogeneity index measured with electrical impedance tomography

Author(s): Lin Yang , Meng Dai , Knut Möller , Inéz Frerichs , Andy Adler , Feng Fu , Zhanqi Zhao
Published in: Quant Imaging Med Surg, Issue 11(4), 2021, Page(s) 1209-1219, ISSN 2223-4292
Publisher: AME Publishing Company
DOI: 10.21037/qims-20-682

Influence of overdistension/recruitment induced by high positive end-expiratory pressure on ventilation–perfusion matching assessed by electrical impedance tomography with saline bolus

Author(s): Huaiwu He, Yi Chi, Yun Long* , Siyi Yuan, Inéz Frerichs, Knut Möller, Feng Fu and Zhanqi Zhao
Published in: Critical Care, Issue 24, 2020, ISSN 1364-8535
Publisher: SpringerNature
DOI: 10.1186/s13054-020-03301-x

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

Author(s): Sophie E. Morton, Jennifer L. Knopp, Merryn H. Tawhai, Paul Docherty, Serge J Heines, Dennis C. Bergmans, Knut Möller, J. Geoffrey Chase
Published in: Computer Methods and Programs in Biomedicine, Issue 197, 2020, Page(s) 105696, ISSN 0169-2607
Publisher: Elsevier BV
DOI: 10.1016/j.cmpb.2020.105696

Differentiating Phenotypes of Coronavirus Disease-2019 Pneumonia by Electric Impedance Tomography

Author(s): András Lovas; Rongqing Chen; Tamás Molnár; Balázs Benyó; Ákos Szlávecz; Fatime Hawchar; Sabine Krüger-Ziolek; Knut Möller
Published in: Frontiers in Medicine, Issue 2, 2022, Page(s) 1-8, ISSN 2296-858X
Publisher: Frontiers
DOI: 10.3389/fmed.2022.747570

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

Author(s): Qianhui Sun; J. Geoffrey Chase; Cong Zhou; Cong Zhou; Merryn H. Tawhai; Jennifer L. Knopp; Knut Möller; Serge J H Heines; Dennis C J J Bergmans; Geoffrey M. Shaw
Published in: urn:issn:1746-8094, Issue 2, 2022, ISSN 1746-8094
Publisher: Elsevier BV
DOI: 10.1016/j.bspc.2021.103367

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

Author(s): Bernhard Laufer; Fabian Hoeflinger; Paul D. Docherty; Nour Aldeen Jalal; Sabine Krueger-Ziolek; Stefan J. Rupitsch; Leonhard Reindl; Knut Moeller
Published in: Volume 23, Issue 3, 2023, Page(s) 1-24, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23031278

A Minimal Set of Sensors in a Smart-Shirt to Obtain Respiratory Parameters

Author(s): Bernhard Laufer; Rua Murray; Paul D. Docherty; Sabine Krueger-Ziolek; Fabian Hoeflinger; Leonhard Reindl; Knut Moeller
Published in: IFAC PapersOnLine, Issue 1, 2020, Page(s) 16293-16298, ISSN 2405-8971
Publisher: Elsevier
DOI: 10.1016/j.ifacol.2020.12.627

Classification-based deep neural network vs mixture density network models for insulin sensitivity prediction problem

Author(s): Balázs Benyó, Béla Paláncz, Ákos Szlávecz, Bálint Szabó, Katalin Kovács, J. Geoffrey Chase
Published in: Computer Methods and Programs in Biomedicine, Issue Volume 240, 2023, Page(s) 107633, ISSN 0169-2607
Publisher: Elsevier BV
DOI: 10.1016/j.cmpb.2023.107633

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

Author(s): Rongqing Chen; Sabine Krueger-Ziolek; Alberto Battistel; Stefan J. Rupitsch; Knut Moeller
Published in: Sensors, Issue Volume 23; Issue 9;, 2023, Page(s) 4551, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23094551

Risk-Based Care: Let's Think Outside the Box

Author(s): James Geoffrey Chase; Geoffrey M. Shaw; Jean-Charles Preiser; Jennifer L. Knopp; Thomas Desaive
Published in: Frontiers in Medicine, Vol 8 (2021), Issue 2, 2021, Page(s) X, ISSN 2296-858X
Publisher: Frontiers
DOI: 10.3389/fmed.2021.535244

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

Author(s): Bernhard Laufer; Paul D. Docherty; Rua Murray; Sabine Krueger-Ziolek; Nour Aldeen Jalal; Fabian Hoeflinger; Stefan J. Rupitsch; Leonhard Reindl; Knut Moeller
Published in: Sensors; Volume 23; Issue 17; Pages: 7407, Issue 1, 2023, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23177407

Bedside Evaluation of Pulmonary Embolism by Saline Contrast Electrical Impedance Tomography Method: A Prospective Observational Study’

Author(s): Huaiwu He, Yi Chi, Yun Long*, Siyi Yuan, Rui Zhang, Inéz Frerichs, Knut Möller, Feng Fu, and Zhanqi Zhao
Published in: American Journal of Respiratory and Critical Care Medicine, Issue 202,10, 2020, Page(s) 1464-1468, ISSN 1073-449X
Publisher: American Thoracic Society
DOI: 10.1164/rccm.202005-1780le

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

Author(s): Tamer Abdulbaki Alshirbaji, Nour Aldeen Jalal, Paul D. Docherty, Thomas Neumuth, Knut Möller
Published in: Biomedical Signal Processing and Control, Issue 68, 2021, ISSN 1746-8094
Publisher: Elsevier BV
DOI: 10.1016/j.bspc.2021.102801

Separating Respiration and Perfusion in EIT: Harmonic Analysis on 2D-Thorax Simulation

Author(s): Erik Stein; Rongqing Chen; Alberto Battistel; Knut Moeller
Published in: Crossref, Issue 4, 2022, Page(s) 785-788, ISSN 2364-5504
Publisher: De Gruyer
DOI: 10.1515/cdbme-2022-1200

Positive end-expiratory pressure titration with electrical impedance tomography and pressure–volume curve: a randomized trial in moderate to severe ARDS

Author(s): Hui-Ju Hsu, Hou-Tai Chang, Zhanqi Zhao, Ping-Huai Wang, Jia-Hao Zhang, Yun-Sung Chen, Inéz Frerichs, Knut Möller, Feng Fu, Han-Shui Hsu
Published in: Physiological Measurement, Issue 42(1), 2021, ISSN 1361-6579
Publisher: IOP Publishing
DOI: 10.1088/1361-6579/abd679

Structural priors represented by discrete cosine transform improve EIT functional imaging

Author(s): Rongqing Chen; Sabine Krueger-Ziolek; András Lovas; Balázs Benyó; Stefan J. Rupitsch; Knut Moeller
Published in: PLoS ONE 18(5): e0285619, Issue 1, 2023, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0285619

Virtual patients for mechanical ventilation in the intensive care unit

Author(s): Cong Zhou, J. Geoffrey Chase, Jennifer Knopp, Qianhui Sun, Merryn Tawhai, Knut Möller, Serge J Heines, Dennis C. Bergmans, Geoffrey M. Shaw, Thomas Desaive
Published in: Computer Methods and Programs in Biomedicine, Issue 199, 2021, ISSN 0169-2607
Publisher: Elsevier BV
DOI: 10.1016/j.cmpb.2020.105912

Conference proceedings (8)

Clinical application scenarios to handle insulin resistance and high endogenous glucose production for intensive care patients

Author(s): Anane, Y., Chase, J., G., and Benyo, B.
Published in: IFAC PapersOnLine, 2020
Publisher: Elsevier BV

Artificial Intelligence Based Insulin Sensitivity Prediction for Personalized Glycaemic Control in Intensive Care

Author(s): Benyó, B., Paláncz, B., Szlávecz, Á., Szabó, B., Anane, Y., Kovács, K. and Chase, J., G.
Published in: IFAC PapersOnLine, 2020
Publisher: Elsevier BV

Finite Element Simulation Based Analysis of Valve-sparing Aortic Root Surgery

Author(s): Nagy, R., Umenhoffer, T., Somogyi, P., Szlavecz, Á., Kubovje A., Laufer B., Kovács, K. Szerafin, T. and Benyo, B.
Published in: IFAC PapersOnLine, 2020
Publisher: Elsevier BV

Non-invasive measurement of tidal breathing lung mechanics using expiratory occlusion

Author(s): Howe, S, Maerz, M, Krueger-Ziolek, S, Laufer, B, Pretty, CG, Shaw, GM, Desaive, T, Moeller, K and Chase, JG
Published in: IFAC PapersOnLine, 2020
Publisher: Elsevier BV

Comparison between single compartment model and recruitment basis function model on NICU patients

Author(s): Kim, KT, Knopp, JL, Dixon, B and Chase, JG
Published in: IFAC PapersOnLine, 2020
Publisher: Elsevier BV

Effect of small airways and viscoelasticity on lung mechanics from expiratory occlusion

Author(s): Howe, S, Maerz, M, Krueger-Ziolek, S, Laufer, B, Pretty, CG, Shaw, GM, Desaive, T, Moeller, K and Chase, JG
Published in: IFAC PapersOnLine, 2020
Publisher: Elsevier BV

Physiological sex differences in mechanically ventilated premature neonates: A pilot study

Author(s): Kim, KT, Knopp, JL, Dixon, B and Chase, JG
Published in: IFAC PapersOnLine, 2020
Publisher: Elsevier BV

Clinical application of a model-based cardiac stroke volume estimation method

Author(s): Smith, RG, Balmer, J, Pretty, CG, Shaw, GM and Chase, JG
Published in: IFAC PapersOnLine, 2020
Publisher: Elsevier BV