List
Spitz, Iam Lena; Korte, Jana; Gaidzik, Franziska; Larsen, Naomi; Preim, Bernhard; Saalfeld, Sylvia
Assessment of intracranial aneurysm neck deformation after contour deployment Artikel
In: International Journal of Computer Assisted Radiology and Surgery, Bd. 1, S. 1:8, 2024.
@article{nokey,
title = {Assessment of intracranial aneurysm neck deformation after contour deployment},
author = {Iam Lena Spitz and Jana Korte and Franziska Gaidzik and Naomi Larsen and Bernhard Preim and Sylvia Saalfeld},
url = {https://link.springer.com/article/10.1007/s11548-024-03189-w},
doi = {https://doi.org/10.1007/s11548-024-03189-w},
year = {2024},
date = {2024-05-31},
urldate = {2024-05-31},
journal = {International Journal of Computer Assisted Radiology and Surgery},
volume = {1},
pages = {1:8},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Manjunatha, K.; Ranno, A.; Shi, J.; Schaaps, N.; Florescu, R.; Nilcham, P.; Cornelissen, A.; Behr, M.; Reese, S.
In Silico Reproduction of the Pathophysiology of In-Stent Restenosis Unveröffentlicht
2024.
@unpublished{Manjunatha2024,
title = {In Silico Reproduction of the Pathophysiology of In-Stent Restenosis},
author = {K. Manjunatha and A. Ranno and J. Shi and N. Schaaps and R. Florescu and P. Nilcham and A. Cornelissen and M. Behr and S. Reese},
editor = {Cornell University},
url = {https://arxiv.org/abs/2401.03961},
doi = {10.48550/arXiv.2401.03961},
year = {2024},
date = {2024-05-07},
abstract = {The occurrence of in-stent restenosis following percutaneous coronary intervention highlights the need for the creation of computational tools that can extract pathophysiological insights and optimize interventional procedures on a patient-specific basis. In light of this, a comprehensive framework encompassing multiple physical phenomena is introduced in this work. This framework effectively captures the intricate interplay of chemical, mechanical, and biological factors. In addition, computational approaches for the extraction of hemodynamic indicators that modulate the severity of the restenotic process are devised. Thus, this marks a significant stride towards facilitating computer-assisted clinical methodologies. },
keywords = {},
pubstate = {published},
tppubtype = {unpublished}
}
Manjunatha, K.; Ranno, A.; Shi, J.; Schaaps, N.; Florescu, R.; Nilcham, P.; Cornelissen, A.; Behr, M.; Reese, S.
In Silico Reproduction of the Pathophysiology of In-Stent Restenosis Unveröffentlicht
2024.
@unpublished{Manjunatha2024b,
title = {In Silico Reproduction of the Pathophysiology of In-Stent Restenosis},
author = {K. Manjunatha and A. Ranno and J. Shi and N. Schaaps and R. Florescu and P. Nilcham and A. Cornelissen and M. Behr and S. Reese},
editor = {Cornell University},
url = {https://arxiv.org/abs/2401.03961},
doi = {10.48550/arXiv.2401.03961},
year = {2024},
date = {2024-05-07},
abstract = {The occurrence of in-stent restenosis following percutaneous coronary intervention highlights the need for the creation of computational tools that can extract pathophysiological insights and optimize interventional procedures on a patient-specific basis. In light of this, a comprehensive framework encompassing multiple physical phenomena is introduced in this work. This framework effectively captures the intricate interplay of chemical, mechanical, and biological factors. In addition, computational approaches for the extraction of hemodynamic indicators that modulate the severity of the restenotic process are devised. Thus, this marks a significant stride towards facilitating computer-assisted clinical methodologies.},
keywords = {},
pubstate = {published},
tppubtype = {unpublished}
}
Danesini, Paolo Carlo; Heim, Maximilian; Tomalka, André; Siebert, Tobias; Ates, Filiz
Endomysium determines active and passive force production in muscle fibers Artikel
In: Journal of Biomechanics, Bd. Volume 168, Ausg. May 2024, 2024.
@article{Danesini2024,
title = {Endomysium determines active and passive force production in muscle fibers},
author = {Paolo Carlo Danesini and Maximilian Heim and André Tomalka and Tobias Siebert and Filiz Ates},
editor = {Journal Biomechanics},
url = {https://www.sciencedirect.com/science/article/pii/S0021929024002124?via%3Dihub},
doi = {https://doi.org/10.1016/j.jbiomech.2024.112134},
year = {2024},
date = {2024-05-03},
urldate = {2024-05-03},
journal = {Journal of Biomechanics},
volume = {Volume 168},
issue = {May 2024},
abstract = {Connective tissues can be recognized as an important structural support element in muscles. Recent studies have also highlighted its importance in active force generation and transmission between muscles, particularly through the epimysium. In the present study, we aimed to investigate the impact of the endomysium, the connective tissue surrounding muscle fibers, on both passive and active force production. Pairs of skeletal muscle fibers were extracted from the extensor digitorum longus muscles of rats and, after chemical skinning, their passive and active force–length relationships were measured under two conditions: (i) with the endomysium between muscle fibers intact, and (ii) after its dissection. We found that the dissection of the endomysium caused force to significantly decrease in both active (by 22.2 % when normalized to the maximum isometric force; p < 0.001) and passive conditions (by 25.9 % when normalized to the maximum isometric force; p = 0.034). These findings indicate that the absence of endomysium compromises muscle fiber’s not only passive but also active force production. This effect may be attributed to increased heterogeneity in sarcomere lengths, enhanced lattice spacing between myofilaments, or a diminished role of trans-sarcolemmal proteins due to dissecting the endomysium. Future investigations into the underlying mechanisms and their implications for various extracellular matrix-related diseases are warranted.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Maier, Benjamin; Göddeke, Dominik; Huber, Felix; Klotz, Thomas; Röhrle, Oliver; Schulte, Miriam
In: Journal of Computational Science, Ausg. 79, S. 102291, 2024, ISBN: 1877-7503.
@article{Maier2024,
title = {OpenDiHu: An efficient and scalable framework for biophysical simulations of the neuromuscular system},
author = {Benjamin Maier and Dominik Göddeke and Felix Huber and Thomas Klotz and Oliver Röhrle and Miriam Schulte},
editor = {Elsevier},
url = {https://www.sciencedirect.com/science/article/pii/S187775032400084X},
doi = {https://doi.org/10.1016/j.jocs.2024.102291},
isbn = {1877-7503},
year = {2024},
date = {2024-04-20},
journal = {Journal of Computational Science},
issue = {79},
pages = {102291},
abstract = {The versatile neuromuscular system, consisting of skeletal muscles and the nervous system, enables human to perform crucial everyday tasks. To investigate its functioning and dysfunctioning with computer simulations, highly resolved, multi-scale models are favorable, whose numerical solutions demand for high performance computing. We present OpenDiHu, a versatile, high-performance computing, open source software framework for detailed, systemic simulations of skeletal muscles and their recruitment mechanisms. OpenDiHu allows to solve a variety of multi-scale models, including 3D muscle mechanics, measurable electromyographic signals, action potential propagation in the muscle tissue, subcellular bio-chemo-electrical processes, and the neural drive to the muscle. All these components can be combined with a wide range of numerical solution schemes into comprehensive simulation setups for the entire system. Experiments on up to almost 27 000 cores demonstrate the efficiency and parallel scalability of OpenDiHu. This enables in silico experiments at very high spatial and temporal resolutions.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Gaidzik, Franziska; Korte, Jana; Saalfeld, Sylvia; Janiga, Gabor; Berg, Philipp
Image-based Hemodynamic Simulations for Intracranial Aneurysms – The Impact of Complex Vasculatures Artikel
In: International Journal of Computer Assisted Radiology and Surgery, Bd. 19, Ausg. 4, S. 687-697, 2024.
@article{10.1007/s11548-023-03045-3,
title = {Image-based Hemodynamic Simulations for Intracranial Aneurysms – The Impact of Complex Vasculatures},
author = {Franziska Gaidzik and Jana Korte and Sylvia Saalfeld and Gabor Janiga and Philipp Berg},
url = {https://pubmed.ncbi.nlm.nih.gov/38206468/},
year = {2024},
date = {2024-04-01},
urldate = {2024-04-01},
journal = {International Journal of Computer Assisted Radiology and Surgery},
volume = {19},
issue = {4},
pages = {687-697},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Homs-Pons, Carme; Lautenschlager, Robin; Schmid, Laura; Ernst, Jennifer; Göddeke, Dominik; Röhrle, Oliver; Schulte, Miriam
Coupled simulations and parameter inversion for neural system and electrophysiological muscle models Artikel
In: GAMM-Mitteilungen, 2024.
@article{Homs-Pons2024,
title = {Coupled simulations and parameter inversion for neural system and electrophysiological muscle models},
author = {Carme Homs-Pons and Robin Lautenschlager and Laura Schmid and Jennifer Ernst and Dominik Göddeke and Oliver Röhrle and Miriam Schulte},
editor = {Wiley Online Library},
url = {https://onlinelibrary.wiley.com/doi/10.1002/gamm.202370009},
doi = {https://doi.org/10.1002/gamm.202370009},
year = {2024},
date = {2024-03-31},
urldate = {2024-03-31},
journal = {GAMM-Mitteilungen},
abstract = {The functioning of the neuromuscular system is an important factor for quality of life. With the aim of restoring neuromuscular function after limb amputation, novel clinical techniques such as the agonist-antagonist myoneural interface (AMI) are being developed. In this technique, the residual muscles of an agonist-antagonist pair are (re-)connected via a tendon in order to restore their mechanical and neural interaction. Due to the complexity of the system, the AMI can substantially profit from in silico analysis, in particular to determine the prestretch of the residual muscles that is applied during the procedure and determines the range of motion of the residual muscle pair. We present our computational approach to facilitate this. We extend a detailed multi-X model for single muscles to the AMI setup, that is, a two-muscle-one-tendon system. The model considers subcellular processes as well as 3D muscle and tendon mechanics and is prepared for neural process simulation. It is solved on high performance computing systems. We present simulation results that show (i) the performance of our numerical coupling between muscles and tendon and (ii) a qualitatively correct dependence of the range of motion of muscles on their prestretch. Simultaneously, we pursue a Bayesian parameter inference approach to invert for parameters of interest. Our approach is independent of the underlying muscle model and represents a first step toward parameter optimization, for instance, finding the prestretch, to be applied during surgery, that maximizes the resulting range of motion. Since our multi-X fine-grained model is computationally expensive, we present inversion results for reduced Hill-type models. Our numerical results for cases with known ground truth show the convergence and robustness of our approach.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Gerhäusser, Steffen; Lambers, Lena; Mandl, Luis; Franquinet, Julian; Ricken, Tim; König, Matthias
In: [PrePrint], bioRxiv, 2024.
@article{Gerhäusser2024,
title = {Simulation of zonation-function relationships in the liver using coupled multiscale models: Application to drug-induced liver injury},
author = {Steffen Gerhäusser and Lena Lambers and Luis Mandl and Julian Franquinet and Tim Ricken and Matthias König},
editor = {bioRxiv},
url = {https://doi.org/10.1101/2024.03.26.586870},
doi = {https://doi.org/10.1101/2024.03.26.586870},
year = {2024},
date = {2024-03-29},
urldate = {2024-03-29},
journal = {[PrePrint], bioRxiv},
abstract = {Multiscale modeling requires the coupling of models on different scales, often based on different mathematical approaches and developed by different research teams. This poses many challenges, such as defining interfaces for coupling, reproducible exchange of submodels, efficient simulation of the models, or reproducibility of results. Here, we present a multiscale digital twin of the liver that couples a partial differential equation (PDE)-based porous media approach for the hepatic lobule with cellular-scale ordinary differential equation (ODE)-based models. The models based on the theory of porous media describe transport, tissue mechanical properties, and deformations at the lobular scale, while the cellular models describe hepatic metabolism in terms of drug metabolism and damage in terms of necrosis. The resulting multiscale model of the liver was used to simulate perfusion-zonation-function relationships in the liver spanning scales from single cell to the lobulus. The model was applied to study the effects of (i) protein zonation patterns (metabolic zonation) and (ii) drug concentration dependence on spatially heterogeneous liver damage in the form of necrosis. Depending on the zonation pattern, different liver damage patterns could be reproduced, including periportal and pericentral necrosis as seen in drug-induced liver injury (DILI). Increasing the drug concentration led to an increase in the observed damage pattern. A key point for the success was the integration of domain-specific simulators based on standard exchange formats, i.e., libroadrunner for the high-performance simulation of ODE-based systems and FEBio for the simulation of the continuum-biomechanical part. This allows a standardized and reproducible exchange of cellular scale models in the Systems Biology Markup Language (SBML) between research groups.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Stahl, Janneck; McGuire, Laura Stone; Rizko, Mark; Saalfeld, Sylvia; Berg, Philipp; Alaraj, Ali
In: Journal of Neurosurgery, 2024.
@article{nokeyb,
title = {Are hemodynamics responsible for inflammatory changes in venous vessel walls? A quantitative study of wall-enhancing intracranial arteriovenous malformation draining veins},
author = {Janneck Stahl and Laura Stone McGuire and Mark Rizko and Sylvia Saalfeld and Philipp Berg and Ali Alaraj},
url = {https://thejns.org/view/journals/j-neurosurg/aop/article-10.3171-2024.1.JNS232625/article-10.3171-2024.1.JNS232625.xml},
doi = {10.3171/2024.1.JNS232625},
year = {2024},
date = {2024-03-29},
journal = {Journal of Neurosurgery},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Obermeier, Lukas; Wiegand, M.; Hellmeier, F.; Manini, C.; Kuehne, Titus; Goubergrits, Leonid
Verification Study of In Silico Computed Intracardiac Blood Flow With 4D Flow MRI Artikel
In: IEEE Transactions on Biomedical Engineering, Bd. 71, Ausg. 9, S. 2568 - 2579, 2024.
@article{nokeyc,
title = {Verification Study of In Silico Computed Intracardiac Blood Flow With 4D Flow MRI},
author = {Lukas Obermeier and M. Wiegand and F. Hellmeier and C. Manini and Titus Kuehne and Leonid Goubergrits},
editor = {IEEE},
url = {https://ieeexplore.ieee.org/document/10478556},
doi = {10.1109/TBME.2024.3381212},
year = {2024},
date = {2024-03-25},
journal = {IEEE Transactions on Biomedical Engineering},
volume = {71},
issue = {9},
pages = {2568 - 2579},
abstract = {Objective: Major challenges for clinical applications of in silico medicine are limitations in time and computational resources. Computational approaches should therefore be tailored to specific applications with relatively low complexity and must be verified and validated against clinical gold standards. Methods: This study performed computational fluid dynamics simulations of left ventricular hemodynamics of different complexity based on shape reconstruction from steady state gradient echo magnetic resonance imaging (MRI) data. Computed flow results of a rigid wall model (RWM) and a prescribed motion fluid-structure interaction (PM-FSI) model were compared against phase-contrast MRI measurements for three healthy subjects. Results: Extracted boundary conditions from the steady state MRI sequences as well as computed metrics, such as flow rate, valve velocities, and kinetic energy show good agreement with in vivo flow measurements. Regional flow analysis reveals larger differences. Conclusion: Basic flow structures are well captured with RWM and PM-FSI. For the computation of further biomarkers like washout or flow efficiency, usage of PM-FSI is required. Regarding boundary-near flow, more accurate anatomical models are inevitable. Significance: These results delineate areas of application of both methods and lay a foundation for larger validation studies and sensitivity analysis for healthy and diseased cases, being an essential step upon clinical translations.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Ates, Filiz; Roehrle, Oliver
Experiments meet simulations: Understanding skeletal muscle mechanics to address clinical problems Artikel
In: GAMM Mitteilungen, Bd. 2024, 2024.
@article{nokeyd,
title = {Experiments meet simulations: Understanding skeletal muscle mechanics to address clinical problems},
author = {Filiz Ates and Oliver Roehrle},
editor = {Wiley-VCH GmbH},
url = {https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/gamm.202370012},
doi = {https://doi.org/10.1002/gamm.202370012},
year = {2024},
date = {2024-03-15},
urldate = {2024-03-15},
journal = {GAMM Mitteilungen},
volume = {2024},
abstract = {This article aims to present some novel experimental approaches and compu-
tational methods providing detailed insights into the mechanical behavior of
skeletal muscles relevant to clinical problems associated with managing and
treating musculoskeletal diseases. The mechanical characterization of skele-
tal muscles in vivo is crucial for better understanding of, prevention of, or
intervention in movement alterations due to exercise, aging, or pathologies
related to neuromuscular diseases. To achieve this, we suggest an intraoperative
experimental method including direct measurements of human muscle forces
supported by computational methodologies. A set of intraoperative experiments
indicated the major role of extracellular matrix (ECM) in spastic cerebral palsy.
The force data linked to joint function are invaluable and irreplaceable for eval-
uating individual muscles however, they are not feasible in many situations.
Three-dimensional, continuum-mechanical models provide a way to predict the
exerted muscle forces. To obtain, however, realistic predictions, it is important
to investigate the muscle not by itself, but embedded within the respective mus-
culoskeletal system, for example, a 6-muscle upper arm model, and the ability
to obtain non-invasively, or at least, minimally invasively material parameters
for continuum-mechanical skeletal muscle models, for example, by presently
proposed homogenization methodologies. Botulinum toxin administration as a
treatment option for spasticity is exemplified by combining experiments with
modeling to find out the mechanical outcomes of altered ECM and the contro-
versial effects of the toxin. The potentials and limitations of both experimental
and modeling approaches and how they need each other are discussed.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Schwarting, Julian; Holzberger, Fabian; Muhr, Markus; Renz, Martin; Boeckh-Behrens, Tobias; Wohlmuth, Barbara; Kirschke, Jan
In: [PrePrint], arXiv, 2024.
@article{schwarting24aneurysm,
title = {Numerical simulation of individual coil placement – A proof-of-concept study for the prediction of recurrence after aneurysm coiling},
author = {Julian Schwarting and Fabian Holzberger and Markus Muhr and Martin Renz and Tobias Boeckh-Behrens and Barbara Wohlmuth and Jan Kirschke},
editor = {arXiv},
url = {https://arxiv.org/abs/2403.06889},
doi = {https://doi.org/10.48550/arXiv.2403.06889},
year = {2024},
date = {2024-03-11},
journal = {[PrePrint], arXiv},
abstract = {Rupture of intracranial aneurysms results in severe subarachnoidal hemorrhage, which is associated with high morbidity and mortality. Neurointerventional occlusion of the aneurysm through coiling has evolved to a therapeutical standard. The choice of the specific coil has an important influence on secondary regrowth requiring retreatment. Aneurysm occlusion was simulated either through virtual implantation of a preshaped 3D coil or with a porous media approach. In this study, we used a recently developed numerical approach to simulate aneurysm shapes in specific challenging aneurysm anatomies and correlated these with aneurysm recurrence 6 months after treatment. The simulation showed a great variety of coil shapes depending on the variability in possible microcatheter positions. Aneurysms with a later recurrence showed a tendency for more successful coiling attempts. Results revealed further trends suggesting lower simulated packing densities in aneurysms with reoccurrence. Simulated packing densities did not correlate with those calculated by conventional software, indicating the potential for our approach to offer additional predictive value. Our study, therefore, pioneers a comprehensive numerical model for simulating aneurysm coiling, providing insights into individualized treatment strategies and outcome prediction. Future directions involve expanding the model's capabilities to simulate intraprocedural outcomes and long-term predictions, aiming to refine occlusion quality criteria and validate prediction parameters in larger patient cohorts. This simulation framework holds promise for enhancing clinical decision-making and optimizing patient outcomes in endovascular aneurysm treatment.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Duswald, Tobias; Keith, Brendan; Lazarov, Boyan; Petrides, Socratis; Wohlmuth, Barbara
In: [PrePrint], arXiv, 2024.
@article{duswald24matern,
title = {Finite elements for Matérn-type random fields: Uncertainty in computational mechanics and design optimization},
author = {Tobias Duswald and Brendan Keith and Boyan Lazarov and Socratis Petrides and Barbara Wohlmuth},
editor = {arXiv},
url = {https://arxiv.org/abs/2403.03658},
doi = {https://doi.org/10.48550/arXiv.2403.03658},
year = {2024},
date = {2024-03-06},
urldate = {2024-03-06},
journal = {[PrePrint], arXiv},
abstract = {This work highlights an approach for incorporating realistic uncertainties into scientific computing workflows based on finite elements, focusing on applications in computational mechanics and design optimization. We leverage Matérn-type Gaussian random fields (GRFs) generated using the SPDE method to model aleatoric uncertainties, including environmental influences, variating material properties, and geometric ambiguities. Our focus lies on delivering practical GRF realizations that accurately capture imperfections and variations and understanding how they impact the predictions of computational models and the topology of optimized designs. We describe a numerical algorithm based on solving a generalized SPDE to sample GRFs on arbitrary meshed domains. The algorithm leverages established techniques and integrates seamlessly with the open-source finite element library MFEM and associated scientific computing workflows, like those found in industrial and national laboratory settings. Our solver scales efficiently for large-scale problems and supports various domain types, including surfaces and embedded manifolds. We showcase its versatility through biomechanics and topology optimization applications. The flexibility and efficiency of SPDE-based GRF generation empower us to run large-scale optimization problems on 2D and 3D domains, including finding optimized designs on embedded surfaces, and to generate topologies beyond the reach of conventional techniques. Moreover, these capabilities allow us to model geometric uncertainties of reconstructed submanifolds, such as the surfaces of cerebral aneurysms. In addition to offering benefits in these specific domains, the proposed techniques transcend specific applications and generalize to arbitrary forward and backward problems in uncertainty quantification involving finite elements.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Han, Mertcan; Yildiz, Erdost; Bozuyuk, Ugur; Aydin, Asli; Yu, Yan; Bhargava, Aarushi; Karaz, Selcan; Sitti, Metin
In: Nature Communications, Bd. 15, Ausg. 1, S. 2013, 2024.
@article{Han2024,
title = {Janus microparticles-based targeted and spatially-controlled piezoelectric neural stimulation via low-intensity focused ultrasound},
author = {Mertcan Han and Erdost Yildiz and Ugur Bozuyuk and Asli Aydin and Yan Yu and Aarushi Bhargava and Selcan Karaz and Metin Sitti},
editor = {Nature Publishing Group UK London},
url = {https://www.nature.com/articles/s41467-024-46245-4#citeas},
doi = {https://doi.org/10.1038/s41467-024-46245-4},
year = {2024},
date = {2024-03-05},
journal = {Nature Communications},
volume = {15},
issue = {1},
pages = {2013},
abstract = {Electrical stimulation is a fundamental tool in studying neural circuits, treating neurological diseases, and advancing regenerative medicine. Injectable, free-standing piezoelectric particle systems have emerged as non-genetic and wireless alternatives for electrode-based tethered stimulation systems. However, achieving cell-specific and high-frequency piezoelectric neural stimulation remains challenging due to high-intensity thresholds, non-specific diffusion, and internalization of particles. Here, we develop cell-sized 20 μm-diameter silica-based piezoelectric magnetic Janus microparticles (PEMPs), enabling clinically-relevant high-frequency neural stimulation of primary neurons under low-intensity focused ultrasound. Owing to its functionally anisotropic design, half of the PEMP acts as a piezoelectric electrode via conjugated barium titanate nanoparticles to induce electrical stimulation, while the nickel-gold nanofilm-coated magnetic half provides spatial and orientational control on neural stimulation via external uniform rotating magnetic fields. Furthermore, surface functionalization with targeting antibodies enables cell-specific binding/targeting and stimulation of dopaminergic neurons. Taking advantage of such functionalities, the PEMP design offers unique features towards wireless neural stimulation for minimally invasive treatment of neurological diseases.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Lambers, Lena; Waschinsky, Navina; Schleicher, Jana; König, Matthias; Tautenhahn, Hans-Michael; Albadry, Mohamed; Dahmen, Uta; Ricken, Tim
In: Biomechanics and Modeling in Mechanobiology, 2024.
@article{Lambers2024,
title = {Quantifying Fat Zonation in Liver Lobules: An Integrated Multiscale In-silico Model Combining Disturbed Microperfusion and Fat Metabolism via a Continuum-Biomechanical Bi-scale, Tri-phasic Approach},
author = {Lena Lambers and Navina Waschinsky and Jana Schleicher and Matthias König and Hans-Michael Tautenhahn and Mohamed Albadry and Uta Dahmen and Tim Ricken},
editor = {Springer Link},
url = {https://link.springer.com/article/10.1007/s10237-023-01797-0#citeas},
doi = {https://doi.org/10.1007/s10237-023-01797-0},
year = {2024},
date = {2024-02-25},
urldate = {2024-02-25},
journal = {Biomechanics and Modeling in Mechanobiology},
abstract = {Metabolic zonation refers to the spatial separation of metabolic functions along the sinusoidal axes of the liver. This phenomenon forms the foundation for adjusting hepatic metabolism to physiological requirements in health and disease (e.g., metabolic dysfunction-associated steatotic liver disease/MASLD). Zonated metabolic functions are influenced by zonal morphological abnormalities in the liver, such as periportal fibrosis and pericentral steatosis. We aim to analyze the interplay between microperfusion, oxygen gradient, fat metabolism and resulting zonated fat accumulation in a liver lobule. Therefore we developed a continuum biomechanical, tri-phasic, bi-scale, and multicomponent in silico model, which allows to numerically simulate coupled perfusion-function-growth interactions two-dimensionally in liver lobules. The developed homogenized model has the following specifications: (i) thermodynamically consistent, (ii) tri-phase model (tissue, fat, blood), (iii) penta-substances (glycogen, glucose, lactate, FFA, and oxygen), and (iv) bi-scale approach (lobule, cell). Our presented in silico model accounts for the mutual coupling between spatial and time-dependent liver perfusion, metabolic pathways and fat accumulation. The model thus allows the prediction of fat development in the liver lobule, depending on perfusion, oxygen and plasma concentration of free fatty acids (FFA), oxidative processes, the synthesis and the secretion of triglycerides (TGs). The use of a bi-scale approach allows in addition to focus on scale bridging processes. Thus, we will investigate how changes at the cellular scale affect perfusion at the lobular scale and vice versa. This allows to predict the zonation of fat distribution (periportal or pericentral) depending on initial conditions, as well as external and internal boundary value conditions.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Thormann, Maximilian; Stahl, Janneck; Marsh, Laurel; Saalfeld, Sylvia; Sillis, Nele; Ding, Andreas; Mpotsaris, Anastasios; Berg, Philipp; Behme, Daniel
In: Fluids, Bd. 9, Ausg. 3, Nr. 55, 2024.
@article{nokeye,
title = {Computational Flow Diverter Implantation—A Comparative Study on Pre-Interventional Simulation and Post-Interventional Device Positioning for a Novel Blood Flow Modulator},
author = {Maximilian Thormann and Janneck Stahl and Laurel Marsh and Sylvia Saalfeld and Nele Sillis and Andreas Ding and Anastasios Mpotsaris and Philipp Berg and Daniel Behme},
url = {https://www.mdpi.com/2311-5521/9/3/55},
year = {2024},
date = {2024-02-23},
journal = {Fluids},
volume = {9},
number = {55},
issue = {3},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Villota-Narvaez, Yesid; Bleiler, Christian; Roehrle, Oliver
Data sharing in modeling and simulation of biomechanical systems in interdisciplinary environments Artikel
In: GAMM Mitteilungen, Bd. 47, Ausg. 2, 2024.
@article{Villota-Narvaez2024,
title = {Data sharing in modeling and simulation of biomechanical systems in interdisciplinary environments},
author = {Yesid Villota-Narvaez and Christian Bleiler and Oliver Roehrle},
editor = {GAMM Mitteilungen},
url = {https://onlinelibrary.wiley.com/doi/10.1002/gamm.202370006},
doi = {https://doi.org/10.1002/gamm.202370006},
year = {2024},
date = {2024-02-22},
urldate = {2024-02-22},
journal = {GAMM Mitteilungen},
volume = {47},
issue = {2},
abstract = {All digital objects that result from the modeling and simulation field are valid sets of research data. In general, research data are the result of intense intellectual activity that is worth communicating. This communication is an essential research practice that, whether with the aim of understanding, critiquing or further developing results, smoothly leads to collaboration, which not only involves discussions, and sharing institutional resources, but also the sharing of data and information at several stages of the research process. Data sharing is intended to improve and facilitate collaboration but quickly introduces challenges like reproducibility, reusability, interoperability, and standardization. These challenges are deeply rooted in an apparent reproducibility standard, about which there is a debate worth considering before emphasizing how the modeling and simulation workflow commonly occurs. Although that workflow is almost natural for practitioners, the sharing practices still require special attention because the principles (known as FAIR principles) that guide research practices towards data sharing also guide the requirements for machine actionable results. The FAIR principles, however, do not address the actual implementation of the data sharing process. This implementation requires careful consideration of characteristics of the sharing platforms for benefiting the most of the data sharing activity. This article serves as an invitation to integrate data sharing practices into the established routines of researchers and elaborates on the perspectives, and guidelines surrounding data sharing implementation.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Horvat, Medeea; Lunowa, Stephan B.; Sytnyk, Dmytro; Wohlmuth, Barbara
A lattice Boltzmann method for non-Newtonian blood flow in coiled intracranial aneurysms Artikel
In: [PrePrint], arXiv, 2024.
@article{horvat24lbm,
title = {A lattice Boltzmann method for non-Newtonian blood flow in coiled intracranial aneurysms},
author = {Medeea Horvat and Stephan B. Lunowa and Dmytro Sytnyk and Barbara Wohlmuth},
editor = {arXiv},
url = {https://arxiv.org/abs/2402.10809},
doi = {https://doi.org/10.48550/arXiv.2402.10809},
year = {2024},
date = {2024-02-16},
journal = {[PrePrint], arXiv},
abstract = {Intracranial aneurysms are the leading cause of stroke. One of the established treatment approaches is the embolization induced by coil insertion. However, the prediction of treatment and subsequent changed flow characteristics in the aneurysm, is still an open problem. In this work, we present an approach based on patient specific geometry and parameters including a coil representation as inhomogeneous porous medium. The model consists of the volume-averaged Navier-Stokes equations including the non-Newtonian blood rheology. We solve these equations using a problem-adapted lattice Boltzmann method and present a comparison between fully-resolved and volume-averaged simulations. The results indicate the validity of the model. Overall, this workflow allows for patient specific assessment of the flow due to potential treatment.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Swiatek, Vanessa M; Amini, Amir; Ortuño, Celina E Sandalcioglu; Spitz, Lena; Hartmann, Karl; Rashidi, Ali; Stein, Klaus-Peter; Saalfeld, Sylvia; Sandalcioglu, I Erol; Neyazi, Belal
In: Neurosurgical Review, Bd. 47, Ausg. 76, 2024.
@article{nokeyf,
title = {Unveiling rupture risk and clinical outcomes in midline aneurysms: A matched cohort analysis investigating the impact of localization within the anterior or posterior circulation},
author = {Vanessa M Swiatek and Amir Amini and Celina E Sandalcioglu Ortuño and Lena Spitz and Karl Hartmann and Ali Rashidi and Klaus-Peter Stein and Sylvia Saalfeld and I Erol Sandalcioglu and Belal Neyazi},
url = {https://link.springer.com/article/10.1007/s10143-024-02310-6},
doi = {https://doi.org/10.1007/s10143-024-02310-6},
year = {2024},
date = {2024-02-07},
journal = {Neurosurgical Review},
volume = {47},
issue = {76},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Holzberger, Fabian; Muhr, Markus; Wohlmuth, Barbara
In: [PrePrint], arXiv, 2024.
@article{holzberger24coiling,
title = {A Comprehensive Numerical Approach to Coil Placement in Cerebral Aneurysms: Mathematical Modeling and In Silico Occlusion Classification},
author = {Fabian Holzberger and Markus Muhr and Barbara Wohlmuth},
editor = {arXiv},
url = {https://arxiv.org/abs/2402.02798},
doi = {https://doi.org/10.48550/arXiv.2402.02798},
year = {2024},
date = {2024-02-05},
journal = {[PrePrint], arXiv},
abstract = {Endovascular coil embolization is one of the primary treatment techniques for cerebral aneurysms. Although it is a well established and minimally invasive method, it bears the risk of sub-optimal coil placement which can lead to incomplete occlusion of the aneurysm possibly causing recurrence. One of the key features of coils is that they have an imprinted natural shape supporting the fixation within the aneurysm. For the spatial discretization our mathematical coil model is based on the Discrete Elastic Rod model which results in a dimension-reduced 1D system of differential equations. We include bending and twisting responses to account for the coils natural curvature. Collisions between coil segments and the aneurysm-wall are handled by an efficient contact algorithm that relies on an octree based collision detection. The numerical solution of the model is obtained by a symplectic semi-implicit Euler time stepping method. Our model can be easily incorporated into blood flow simulations of embolized aneurysms. In order to differentiate optimal from sub-optimal placements, we employ a suitable in silico Raymond-Roy type occlusion classification and measure the local packing density in the aneurysm at its neck, wall-region and core. We investigate the impact of uncertainties in the coil parameters and embolization procedure. To this end, we vary the position and the angle of insertion of the microcatheter, and approximate the local packing density distributions by evaluating sample statistics.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Frank, Martin; Holzberger, Fabian; Horvat, Medeea; Kirschke, Jan; Mayr, Matthias; Muhr, Markus; Nebulishvili, Natalia; Popp, Alexander; Schwarting, Julian; Wohlmuth, Barbara
Numerical simulation of endovascular treatment options for cerebral aneurysms Artikel
In: [PrePrint], arXiv, 2024.
@article{frank24gamm,
title = {Numerical simulation of endovascular treatment options for cerebral aneurysms},
author = {Martin Frank and Fabian Holzberger and Medeea Horvat and Jan Kirschke and Matthias Mayr and Markus Muhr and Natalia Nebulishvili and Alexander Popp and Julian Schwarting and Barbara Wohlmuth},
editor = {arXiv},
url = {https://arxiv.org/abs/2402.00550},
doi = {https://doi.org/10.48550/arXiv.2402.00550},
year = {2024},
date = {2024-02-01},
journal = {[PrePrint], arXiv},
abstract = {Predicting the long-term success of endovascular interventions in the clinical management of cerebral aneurysms requires detailed insight into the patient-specific physiological conditions. In this work, we not only propose numerical representations of endovascular medical devices such as coils, flow diverters or Woven EndoBridge but also outline numerical models for the prediction of blood flow patterns in the aneurysm cavity right after a surgical intervention. Detailed knowledge about the post-surgical state then lays the basis to assess the chances of a stable occlusion of the aneurysm required for a long-term treatment success. To this end, we propose mathematical and mechanical models of endovascular medical devices made out of thin metal wires. These can then be used for fully resolved flow simulations of the post-surgical blood flow, which in this work will be performed by means of a Lattice Boltzmann method applied to the incompressible Navier-Stokes equations and patient-specific geometries. To probe the suitability of homogenized models, we also investigate poro-elastic models to represent such medical devices. In particular, we examine the validity of this modeling approach for flow diverter placement across the opening of the aneurysm cavity. For both approaches, physiologically meaningful boundary conditions are provided from reduced-order models of the vascular system. The present study demonstrates our capabilities to predict the post-surgical state and lays a solid foundation to tackle the prediction of thrombus formation and, thus, the aneurysm occlusion in a next step.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
König, Matthias
Python utilities for porous media analysis and visualization Online
Zenodo, (Hrsg.): 2024.
@online{König2024,
title = {Python utilities for porous media analysis and visualization},
author = {Matthias König},
editor = {Zenodo},
url = {https://zenodo.org/records/10607699
https://pypi.org/project/porous-media/
https://github.com/matthiaskoenig/porous_media},
doi = {https://doi.org/10.5281/zenodo.8335487},
year = {2024},
date = {2024-02-01},
abstract = {porous_media is a collection of python utilities for working with porous media simulation results and meshes.
Features include among others, visualization of VTK results, image processing, mesh manipulation, FEBio helpers.},
keywords = {},
pubstate = {published},
tppubtype = {online}
}
Tautenhahn, Hans-Michael; Ricken, Tim; Dahmen, Uta; Mandl, Luis; Bütow, Laura; Gerhäusser, Steffen; Lambers, Lena; Chen, Xinpei; Lehmann, Elina; Dirsch, Olaf; König, Matthias
In: GAMM-Mitteilungen e202370003, 2024.
@article{Tautenhahn2024,
title = {SimLivA–Modeling ischemia-reperfusion injury in the liver: A first step towards a clinical decision support tool},
author = {Hans-Michael Tautenhahn and Tim Ricken and Uta Dahmen and Luis Mandl and Laura Bütow and Steffen Gerhäusser and Lena Lambers and Xinpei Chen and Elina Lehmann and Olaf Dirsch and Matthias König},
editor = {Wiley Online Library},
url = {https://onlinelibrary.wiley.com/doi/10.1002/gamm.202370003},
doi = {https://doi.org/10.1002/gamm.202370003},
year = {2024},
date = {2024-01-23},
journal = {GAMM-Mitteilungen e202370003},
abstract = {The SIMulation supported LIVer Assessment for donor organs (SimLivA) project aims to develop a mathematical model to accurately simulate the influence of mechanical alterations in marginal liver grafts (specifically steatotic ones) and cold ischemia on early ischemia-reperfusion injury (IRI) during liver transplantation. Our project tackles significant research challenges, including the co-development of computational methodologies, experimental studies, clinical processes, and technical workflows. We aim to refine a continuum-biomechanical model for enhanced IRI prediction, collect pivotal experimental and clinical data, and assess the clinical applicability of our model. Our efforts involve augmenting and tailoring a coupled continuum-biomechanical, multiphase, and multi-scale partial differential equation-ordinary differential equation (PDE-ODE) model of the liver lobule, allowing us to numerically simulate IRI depending on the degree of steatosis and the duration of ischemia. The envisaged model will intertwine the structure, perfusion, and function of the liver, serving as a crucial aid in clinical decision-making processes. We view this as the initial step towards an in-silico clinical decision support tool aimed at enhancing the outcomes of liver transplantation. In this paper, we provide an overview of the SimLivA project and our preliminary findings, which include: a cellular model that delineates critical processes in the context of IRI during transplantation; and the integration of this model into a multi-scale PDE-ODE model using a homogenized, multi-scale, multi-component approach within the Theory of Porous Media (TPM) framework. The model has successfully simulated the interconnected relationship between structure, perfusion, and function—all of which are integral to IRI. Initial results show simulations at the cellular scale that describe critical processes related to IRI during transplantation. After integrating this model into a multiscale PDE-ODE model, first simulations were performed on the spatial distribution of key functions during warm and cold ischaemia. In addition, we were able to study the effect of tissue perfusion and temperature, two critical parameters in the context of liver transplantation and IRI.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Obermeier, Lukas; Korte, Jana; Vellguth, Katharina; Barbieri, Fabian; Hellmeier, Florian; Berg, Philipp; Goubergrits, Leonid
In: GAMM-Mitteilungen, 2024.
@article{nokeyg,
title = {Inter-model and inter-modality analysis of left ventricular hemodynamics: comparative study of two CFD approaches based on TTE and MRI},
author = {Lukas Obermeier and Jana Korte and Katharina Vellguth and Fabian Barbieri and Florian Hellmeier and Philipp Berg and Leonid Goubergrits},
url = {https://onlinelibrary.wiley.com/doi/full/10.1002/gamm.202370004},
doi = {10.1002/gamm.202370004},
year = {2024},
date = {2024-01-23},
journal = {GAMM-Mitteilungen},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Schmid, Laura; Klotz, Thomas; Röhrle, Oliver; Powers, Randall K.; Negro, Francesco; Yavuz, Utku Ş.
Postinhibitory excitation in motoneurons Artikel
In: PLOS Computational Biology, Bd. 20, Ausg. 1, 2024.
@article{Schmid2024,
title = {Postinhibitory excitation in motoneurons},
author = {Laura Schmid and Thomas Klotz and Oliver Röhrle and Randall K. Powers and Francesco Negro and Utku Ş. Yavuz},
editor = {PLOS Computational Biology},
url = {https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1011487#abstract1},
doi = {https://doi.org/10.1371/journal.pcbi.1011487},
year = {2024},
date = {2024-01-19},
urldate = {2024-01-19},
journal = {PLOS Computational Biology},
volume = {20},
issue = {1},
abstract = {Human movement is determined by the activity of specialized nerve cells, the motoneurons. Each motoneuron activates a specific set of muscle fibers. The functional unit consisting of a neuron and muscle fibers is called a motor unit. The activity of motoneurons can be observed noninvasively in living humans by recording the electrical activity of the motor units using the electromyogram. We studied the behavior of human motor units in an inhibitory reflex pathway and found an unexpected response pattern: a rebound-like excitation following the inhibition. This has occasionally been reported for human motor units, but its origin has never been systematically studied. In non-human cells of the neural system, earlier studies reported that a specific membrane protein, the so-called h-channel, can cause postinhibitory excitation. Our study uses a computational motoneuron model to investigate whether h-channels can cause postinhibitory excitation, as observed in the experimental recordings. Using the model, we developed a method to detect features of h-channel activity in human recordings. Because we found these features in half of the recorded motor units, we conclude that h-channels can facilitate postinhibitory excitation in human motoneurons.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Korte, Jana; Marsh, Laurel M. M.; Saalfeld, Sylvia; Behme, Daniel; Aliseda, Alberto; Berg, Philipp
In: Journal of Clinical Medicine, Bd. 13, Ausg. 2, Nr. 551, S. 1-14, 2024.
@article{nokeyh,
title = {Fusiform versus Saccular Intracranial Aneurysms—Hemodynamic Evaluation of the Pre-Aneurysmal, Pathological, and Post-Interventional State},
author = {Jana Korte and Laurel M. M. Marsh and Sylvia Saalfeld and Daniel Behme and Alberto Aliseda and Philipp Berg},
url = {https://www.mdpi.com/2077-0383/13/2/551},
year = {2024},
date = {2024-01-18},
journal = {Journal of Clinical Medicine},
volume = {13},
number = {551},
issue = {2},
pages = {1-14},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Ranno, A.; Manjunatha, K.; Glitz, A.; Schaaps, N.; Reese, S.; Vogt, F.; Behr, M.
In-silico Analysis of Hemodynamic Indicators in Idealized Stented Coronary Arteries for Varying Stent Indentation Unveröffentlicht
2024.
@unpublished{Ranno2024,
title = {In-silico Analysis of Hemodynamic Indicators in Idealized Stented Coronary Arteries for Varying Stent Indentation},
author = {A. Ranno and K. Manjunatha and A. Glitz and N. Schaaps and S. Reese and F. Vogt and M. Behr},
editor = {Cornell University},
url = {https://arxiv.org/abs/2401.08701},
doi = {10.48550/arXiv.2401.08701},
year = {2024},
date = {2024-01-14},
abstract = {In this work, we investigate the effects of stent indentation on hemodynamic indicators in stented coronary arteries. Our aim is to assess in-silico risk factors for in-stent restenosis (ISR) and thrombosis after stent implantation. The proposed model is applied to an idealized artery with Xience V stent for four indentation percentages and three mesh refinements. We analyze the patterns of hemodynamic indicators arising from different stent indentations and propose an empirical frequency analysis of time-averaged WSS (TAWSS), oscillatory shear index (OSI), and relative residence time (RRT). We observe that higher indentations display higher frequency of critically low TAWSS and non-physiological OSI and RRT. Furthermore, an appropriate mesh refinement is needed for accurate representation of hemodynamics in the stent vicinity. The results provide physics-based evidence for the correlation between high indentation and ISR.},
keywords = {},
pubstate = {published},
tppubtype = {unpublished}
}
Gerach, Tobias; Loewe, Axel
In: The Journal of Physiology, 2024.
@article{Gerach2024,
title = {Differential effects of mechano-electric feedback mechanisms on whole-heart activation, repolarization, and tension},
author = {Tobias Gerach and Axel Loewe},
editor = {John Wiley The Physiological Society},
url = {https://physoc.onlinelibrary.wiley.com/doi/10.1113/JP285022},
doi = {https://doi.org/10.1113/JP285022},
year = {2024},
date = {2024-01-07},
urldate = {2024-01-07},
journal = {The Journal of Physiology},
abstract = {The human heart is subject to highly variable amounts of strain during day-to-day activities and needs to adapt to a wide range of physiological demands. This adaptation is driven by an autoregulatory loop that includes both electrical and the mechanical components. In particular, mechanical forces are known to feed back into the cardiac electrophysiology system, which can result in pro- and anti-arrhythmic effects. Despite the widespread use of computational modelling and simulation for cardiac electrophysiology research, the majority of in silico experiments ignore this mechano-electric feedback entirely due to the high computational cost associated with solving cardiac mechanics. In this study, we therefore use an electromechanically coupled whole-heart model to investigate the differential and combined effects of electromechanical feedback mechanisms with a focus on their physiological relevance during sinus rhythm. In particular, we consider troponin-bound calcium, the effect of deformation on the tissue diffusion tensor, and stretch-activated channels. We found that activation of the myocardium was only significantly affected when including deformation into the diffusion term of the monodomain equation. Repolarization, on the other hand, was influenced by both troponin-bound calcium and stretch-activated channels and resulted in steeper repolarization gradients in the atria. The latter also caused afterdepolarizations in the atria. Due to its central role for tension development, calcium bound to troponin affected stroke volume and pressure. In conclusion, we found that mechano-electric feedback changes activation and repolarization patterns throughout the heart during sinus rhythm and lead to a markedly more heterogeneous electrophysiological substrate.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Korte, Jana; Klopp, Ehlar Sophie; Berg, Philipp
Multi-Dimensional Modeling of Cerebral Hemodynamics: A Systematic Review Artikel
In: Bioengineering, Bd. 11, Ausg. 1, S. 1-24, 2024.
@article{nokeyi,
title = {Multi-Dimensional Modeling of Cerebral Hemodynamics: A Systematic Review},
author = {Jana Korte and Ehlar Sophie Klopp and Philipp Berg},
url = {https://www.mdpi.com/2306-5354/11/1/72},
year = {2024},
date = {2024-01-06},
urldate = {2024-01-06},
journal = {Bioengineering},
volume = {11},
issue = {1},
pages = {1-24},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Fröhlich, Jonathan; Gerach, Tobias; Krauß, Jonathan; Loewe, Axel; Stengel, Laura; Wieners, Christian
In: GAMM Mitteilungen, Bd. 46, Ausg. 2, 2024, ISSN: 1522-2608.
@article{Fröhlich2024,
title = {Numerical evaluation of elasto-mechanical and visco-elastic electro-mechanical models of the human heart},
author = {Jonathan Fröhlich and Tobias Gerach and Jonathan Krauß and Axel Loewe and Laura Stengel and Christian Wieners},
editor = {Gesellschaft Mechanik},
url = {https://onlinelibrary.wiley.com/doi/10.1002/gamm.202370010},
doi = {https://doi.org/10.1002/gamm.202370010},
issn = {1522-2608},
year = {2024},
date = {2024-01-02},
urldate = {2024-01-02},
journal = {GAMM Mitteilungen},
volume = {46},
issue = {2},
abstract = {We investigate the properties of static mechanical and dynamic electro-mechanical models for the deformation of the human heart. Numerically this is realized by a staggered scheme for the coupled partial/ordinary differential equation (PDE-ODE) system. First, we consider a static and purely mechanical benchmark configuration on a realistic geometry of the human ventricles. Using a penalty term for quasi-incompressibility, we test different parameters and mesh sizes and observe that this approach is not sufficient for lowest order conforming finite elements. Then, we compare the approaches of active stress and active strain for cardiac muscle contraction. Finally, we compare in a coupled anatomically realistic electro-mechanical model numerical Newmark damping with a visco-elastic model using Rayleigh damping. Nonphysiological oscillations can be better mitigated using viscosity.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Yildiz, Erdost; Han, Mertcan; Werneck, Linda; Keip, Marc-Andre; Sitti, Metin; Ortiz, Michael
Experimental model for strain-induced mechanical neurostimulation on human progenitor neurons Artikel
In: Science Communications World Wide, 2024.
@article{Yildiz2024,
title = {Experimental model for strain-induced mechanical neurostimulation on human progenitor neurons},
author = {Erdost Yildiz and Mertcan Han and Linda Werneck and Marc-Andre Keip and Metin Sitti and Michael Ortiz},
editor = {Science Communications World Wide},
url = {https://www.world-wide.org/fens-24/experimental-model-strain-induced-mechanical-5cbdf455/},
doi = {https://doi.org/10.57736/a03c-08e1},
year = {2024},
date = {2024-01-01},
journal = {Science Communications World Wide},
abstract = {Aim: Although non-invasive, such as focused ultrasound stimulation, and invasive, such as neural interface implantations, neurological interventions on the brain are increasing in the clinics nowadays, there is no detailed experimental model of these mechanical effects on neurons. In this study, we built an experimental model to mimic mechanical strain stress on neurons and compared the experimental model's effectiveness with the existing literature. Methods: In this study, we designed unidirectional, bidirectional, and omnidirectional strain setups integrated with a high-speed camera. Neural membrane potentials and intracellular calcium levels were calculated with a custom algorithm based on the calcium signal collected with Fluo-4 from RenCell human progenitor neurons, which was strained up to 20%. During this analysis, confounding effects of motion, strain, and background were removed with a custom-made algorithm. Results: In these experiments, human progenitor neurons subjected to instantaneous omnidirectional strain stress application above 15% generate action potential responses. While the action potential generation behavior is related to fast intracellular calcium influx, slow internal calcium increase due to strain application is not associated with action potential propagation. Conclusion: In this study, we have produced an experimental model for reproducible omnidirectional strain stress application and determined the threshold strain-stress values of action potential propagation behavior in human progenitor neurons. These results from this experimental model can be combined with theoretical models, such as the Hodgkin & Huxley model, and can be an effective simulation tool for future clinical applications.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Gjerde, Ingeborg G.; Kuchta, Miroslav; Rognes, Marie E.; Wohlmuth, Barbara
In: [PrePrint], arXiv, 2023.
@article{gjerde23perivascular,
title = {Directional flow in perivascular networks: Mixed finite elements for reduced-dimensional models on graphs},
author = {Ingeborg G. Gjerde and Miroslav Kuchta and Marie E. Rognes and Barbara Wohlmuth},
editor = {arXiv},
url = {https://arxiv.org/abs/2401.00484},
doi = {https://doi.org/10.48550/arXiv.2401.00484},
year = {2023},
date = {2023-12-31},
journal = {[PrePrint], arXiv},
abstract = {The flow of cerebrospinal fluid through the perivascular spaces of the brain is believed to play a crucial role in eliminating toxic waste proteins. While the driving forces of this flow have been enigmatic, experiments have shown that arterial wall motion is central. In this work, we present a network model for simulating pulsatile fluid flow in perivascular networks. We establish the well-posedness of this model in the primal and dual mixed variational settings, and show how it can be discretized using mixed finite elements. Further, we utilize this model to investigate fundamental questions concerning the physical mechanisms governing perivascular fluid flow. Notably, our findings reveal that arterial pulsations can induce directional flow in branching perivascular networks.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Albadry, Mohamed; Kuettner, Jonas; Grzegorzewski, Jan; Dirsch, Olaf; Kindler, Eva; Klopfleisch, Robert; Liska, Vaclav; Moulisova, Vladimira; Nickel, Sandra; Palek, Richard; Rosendorf, Jachym; Saalfeld, Sylvia; Settmacher, Utz; Tautenhahn, Hans-Michael; König, Matthias; Dahmen, Uta
In: [PrePrint], bioRxiv, 2023.
@article{Albadry2023,
title = {Cross-Species Variability in Lobular Geometry and Cytochrome P450 Hepatic Zonation: Insights into CYP1A2, CYP2E1, CYP2D6 and CYP3A4},
author = {Mohamed Albadry and Jonas Kuettner and Jan Grzegorzewski and Olaf Dirsch and Eva Kindler and Robert Klopfleisch and Vaclav Liska and Vladimira Moulisova and Sandra Nickel and Richard Palek and Jachym Rosendorf and Sylvia Saalfeld and Utz Settmacher and Hans-Michael Tautenhahn and Matthias König and Uta Dahmen},
editor = {bioRxiv},
url = {https://www.biorxiv.org/content/10.1101/2023.12.28.573567v1},
doi = {https://doi.org/10.1101/2023.12.28.573567},
year = {2023},
date = {2023-12-28},
journal = {[PrePrint], bioRxiv},
abstract = {This study explores the critical interplay between lobular geometry and the zonated distribution of cytochrome P450 (CYP) enzymes across species. We present an innovative approach to assess lobular geometry and zonation patterns using whole slide imaging (WSI). This method allows a detailed, systematic comparison of lobular structures and spatial distribution of key CYP450 enzymes and glutamine synthetase in four different species (mouse, rat, pig, and human). Our results shed light on species differences in lobular geometry and enzymatic zonation, providing critical insights for drug metabolism research. Based on our approach we could determine the minimum number of lobules required for a statistically representative analysis, an important piece of information when evaluating liver biopsies and deriving information from WSI.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Holzberger, Fabian; Kirschke, Jan; Muhr, Markus; Nebulishvili, Natalia; Schwarting, Julian; Wohlmuth, Barbara
Breaking Blood Flow with Wires in Aneurysm Coiling Treatment Simulations Online
SIAM, News (Hrsg.): 2023, besucht am: 19.12.2023.
@online{holzberger23siam,
title = {Breaking Blood Flow with Wires in Aneurysm Coiling Treatment Simulations},
author = {Fabian Holzberger and Jan Kirschke and Markus Muhr and Natalia Nebulishvili and Julian Schwarting and Barbara Wohlmuth},
editor = {News SIAM},
url = {https://sinews.siam.org/Details-Page/breaking-blood-flow-with-wires-in-aneurysm-coiling-treatment-simulations},
year = {2023},
date = {2023-12-19},
urldate = {2023-12-19},
keywords = {},
pubstate = {published},
tppubtype = {online}
}
Manjunatha, K.; Schaaps, N.; Behr, M.; Vogt, F.; Reese, S.
Computational Modeling of In-Stent Restenosis: Pharmacokinetic and Pharmacodynamic Evaluation Artikel
In: Computers in Biology and Medicine, Ausg. 167, 2023.
@article{Manjunatha2023,
title = {Computational Modeling of In-Stent Restenosis: Pharmacokinetic and Pharmacodynamic Evaluation},
author = {K. Manjunatha and N. Schaaps and M. Behr and F. Vogt and S. Reese},
editor = {National Library Medicine},
url = {https://pubmed.ncbi.nlm.nih.gov/37972534/},
doi = {10.1016/j.compbiomed.2023.107686},
year = {2023},
date = {2023-12-01},
journal = {Computers in Biology and Medicine},
issue = {167},
abstract = {Persistence of the pathology of in-stent restenosis even with the advent of drug-eluting stents warrants the development of highly resolved in silico models. These computational models assist in gaining insights into the transient biochemical and cellular mechanisms involved and thereby optimize the stent implantation parameters. Within this work, an already established fully-coupled Lagrangian finite element framework for modeling the restenotic growth is enhanced with the incorporation of endothelium-mediated effects and pharmacological influences of rapamycin-based drugs embedded in the polymeric layers of the current generation drug-eluting stents. The continuum mechanical description of growth is further justified in the context of thermodynamic consistency. Qualitative inferences are drawn from the model developed herein regarding the efficacy of the level of drug embedment within the struts as well as the release profiles adopted. The framework is then intended to serve as a tool for clinicians to tune the interventional procedures patient-specifically.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Azhdari, Mohammad; Seyedpour, Seyed Morteza; Lambers, Lena; Tautenhahn, Hans-Michael; Tautenhahn, Franziska; Ricken, Tim; Rezazadeh, Ghader
Non-local three phase lag bio thermal modeling of skin tissue and experimental evaluation Artikel
In: Heat and Mass Transfer (149), 2023.
@article{Azhdari2023,
title = {Non-local three phase lag bio thermal modeling of skin tissue and experimental evaluation},
author = {Mohammad Azhdari and Seyed Morteza Seyedpour and Lena Lambers and Hans-Michael Tautenhahn and Franziska Tautenhahn and Tim Ricken and Ghader Rezazadeh},
editor = {Elsevier},
url = {https://www.sciencedirect.com/science/article/pii/S0735193323005353?via%3Dihub},
doi = {https://doi.org/10.1016/j.icheatmasstransfer.2023.107146},
year = {2023},
date = {2023-11-10},
journal = {Heat and Mass Transfer (149)},
abstract = {In this paper, the thermal behavior of living tissue has been modeled using a non-local three-phase lag approach. The simulation results of this model- ing have been compared with experimental results of alternating radiation with different periods on human skin, yielding satisfactory alignments. Ad- ditionally, it has been investigated that the TPL model, which is an equation with an integral term, can simulate energy accumulation within the dermal tissue. Moreover, the non-local nature of the modeling has been explored to alter the influence of phase lag terms. Furthermore, apart from numer- ically solving the equation, an analytical solution has been derived for the frequency equation, demonstrating the effects of simulation parameters on the frequency equation and simulation results. The obtained results indi cate that these parameters not only independently affect the outcomes but also interact with other parameters, leading to variations beyond their direct impacts.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Korte, Jana; Gaidzik, Franziska; Larsen, Naomi; Schütz, Erik; Damm, Timo; Wodarg, Fritz; Hövener, Jan-Bernd; Jansen, Olav; Janiga, Gábor; Berg, Philipp; Pravdivtseva, Mariya S
In: Journal of NeuroInterventional Surgery, 2023.
@article{nokeyj,
title = {In vitro and in silico assessment of flow modulation after deploying the Contour Neurovascular System in intracranial aneurysm models},
author = {Jana Korte and Franziska Gaidzik and Naomi Larsen and Erik Schütz and Timo Damm and Fritz Wodarg and Jan-Bernd Hövener and Olav Jansen and Gábor Janiga and Philipp Berg and Mariya S Pravdivtseva},
url = {https://jnis.bmj.com/content/early/2023/10/24/jnis-2023-020403},
year = {2023},
date = {2023-10-18},
journal = {Journal of NeuroInterventional Surgery},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Mandl, Luis; Mielke, André; Seyedpour, Seyed Morteza; Ricken, Tim
In: Nature Scientific Reports, 2023.
@article{Mandl2023,
title = {Affine transformations accelerate the training of physics-informed neural networks of a one-dimensional consolidation problem},
author = {Luis Mandl and André Mielke and Seyed Morteza Seyedpour and Tim Ricken},
editor = {Scientific Reports},
url = {https://www.nature.com/articles/s41598-023-42141-x},
doi = {https://doi.org/10.1038/s41598-023-42141-x},
year = {2023},
date = {2023-09-20},
urldate = {2023-09-20},
journal = {Nature Scientific Reports},
abstract = {Physics-informed neural networks (PINNs) leverage data and knowledge about a problem. They provide a nonnumerical pathway to solving partial differential equations by expressing the field solution as an artificial neural network. This approach has been applied successfully to various types of differential equations. A major area of research on PINNs is the application to coupled partial differential equations in particular, and a general breakthrough is still lacking. In coupled equations, the optimization operates in a critical conflict between boundary conditions and the underlying equations, which often requires either many iterations or complex schemes to avoid trivial solutions and to achieve convergence. We provide empirical evidence for the mitigation of bad initial conditioning in PINNs for solving one-dimensional consolidation problems of porous media through the introduction of affine transformations after the classical output layer of artificial neural network architectures, effectively accelerating the training process. These affine physics-informed neural networks (AfPINNs) then produce nontrivial and accurate field solutions even in parameter spaces with diverging orders of magnitude. On average, AfPINNs show the ability to improve the L_2 relative error by 64.84% after 25,000 epochs for a one-dimensional consolidation problem based on Biot’s theory, and an average improvement by 58.80% with a transfer approach to the theory of porous media.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Stahl, Janneck; Kassem, Leheng; Behme, Daniel; Klebingat, Stefan; Saalfeld, Sylvia; Berg, Philipp
Fabrication of flexible intracranial aneurysm models using stereolithography 3D printing Artikel
In: Current Directions in Biomedical Engineering, Bd. 9, Ausg. 1, S. 395-389, 2023.
@article{nokeyk,
title = {Fabrication of flexible intracranial aneurysm models using stereolithography 3D printing},
author = {Janneck Stahl and Leheng Kassem and Daniel Behme and Stefan Klebingat and Sylvia Saalfeld and Philipp Berg},
url = {https://www.degruyter.com/document/doi/10.1515/cdbme-2023-1099/html},
year = {2023},
date = {2023-09-20},
journal = {Current Directions in Biomedical Engineering},
volume = {9},
issue = {1},
pages = {395-389},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Korte, Jana; Groschopp, Paula; Berg, Philipp
In: Current Directions in Biomedical Engineering, Bd. 9, Ausg. 1, S. 650-653, 2023.
@article{nokeyl,
title = {Resolution-based comparative analysis of 4D-phase-contrast magnetic resonance images and hemodynamic simulations of the aortic arch},
author = {Jana Korte and Paula Groschopp and Philipp Berg},
url = {https://www.degruyter.com/document/doi/10.1515/cdbme-2023-1163/html},
year = {2023},
date = {2023-09-20},
journal = {Current Directions in Biomedical Engineering},
volume = {9},
issue = {1},
pages = {650-653},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Werneck, Linda; Han, Mertcan; Yildiz, Erdost; Keip, Marc-André; Sitti, Metin; Ortiz, Michael
A Simple Quantitative Model of Neuromodulation. Part I: Ion Flow Through Neural Ion Channels Artikel
In: Biological Physics, 2023.
@article{Werneck2023,
title = {A Simple Quantitative Model of Neuromodulation. Part I: Ion Flow Through Neural Ion Channels},
author = {Linda Werneck and Mertcan Han and Erdost Yildiz and Marc-André Keip and Metin Sitti and Michael Ortiz},
editor = {Biological Physics},
url = {https://arxiv.org/abs/2309.01393},
doi = {https://doi.org/10.48550/arXiv.2309.01393},
year = {2023},
date = {2023-09-04},
journal = {Biological Physics},
abstract = {We develop a simple model of ionic current through neuronal membranes as a function of membrane potential and extracellular ion concentration. The model combines a simplified Poisson-Nernst-Planck (PNP) model of ion transport through individual mechanosensitive ion channels with channel activation functions calibrated from ad hoc in-house experimental data. The simplified PNP model is validated against bacterial Gramicidin A ion channel data. The calibrated model accounts for the transport of calcium, sodium, potassium, and chloride and exhibits remarkable agreement with the experimentally measured current-voltage curves for the differentiated human neural cells. All relevant data and code related to the ion flow models are available at DaRUS.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Sveric, Krunoslav Michael; Cansız, Barış; Winkler, Anna; Ulbrich, Stefan; Ende, Georg; Heidrich, Felix; Kaliske, Michael; Linke, Axel; Jellinghaus, Stefanie
In: Scientific reports, Bd. 13, 2023.
@article{nokeym,
title = {Accuracy of Devereaux and Teichholz formulas for left ventricular mass calculation in different geometric patterns: comparison with cardiac magnetic resonance imaging},
author = {Krunoslav Michael Sveric and Barış Cansız and Anna Winkler and Stefan Ulbrich and Georg Ende and Felix Heidrich and Michael Kaliske and Axel Linke and Stefanie Jellinghaus},
editor = {Nature},
url = {https://rdcu.be/doEBI},
doi = {https://doi.org/10.1038/s41598-023-41020-9},
year = {2023},
date = {2023-08-28},
urldate = {2023-08-28},
journal = {Scientific reports},
volume = {13},
abstract = {Left ventricular (LV) myocardial mass is important in the evaluation of cardiac remodeling and requires accurate assessment when performed on linear measurements in two-dimensional echocardiography (Echo). We aimed to compare the accuracy of the Devereux formula (DEV) and the Teichholz formula (TEICH) in calculating LV myocardial mass in Echo using cardiac magnetic resonance (CMR) as the reference method. Based on preceding mathematical calculations, we identified primarily LV size rather than wall thickness as the main source of bias between DEV and TEICH in a retrospective derivation cohort (n = 1276). Although LV mass from DEV and TEICH were correlated with CMR, TEICH did not show a proportional bias as did DEV (− 2 g/m2 vs. + 22 g/m2). This could be validated in an independent prospective cohort (n = 226) with symptomatic non-ischemic heart failure. DEV systematically overestimated LV mass in all tiers of LV remodeling as compared to TEICH. In conclusion, the TEICH method accounts for the changes in LV geometry with increasing LV mass and thus better reflects the different pattern of LV remodeling than the DEV method. This has important clinical implications, as TEICH may be more appropriate for use in clinical practice, rather than DEV, currently recommended.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Korte, Jana; Voß, Samuel; Janiga, Gábor; Beuing, Oliver; Behme, Daniel; Saalfeld, Sylvia; Berg, Philipp
In: Cardiovascular Engineering and Technology, Bd. 14, Ausg. 5, S. 617–630, 2023.
@article{nokeyn,
title = {Is accurate lumen segmentation more important than outlet boundary condition in image-based blood flow simulations for intracranial aneurysms?},
author = {Jana Korte and Samuel Voß and Gábor Janiga and Oliver Beuing and Daniel Behme and Sylvia Saalfeld and Philipp Berg},
url = {https://link.springer.com/article/10.1007/s13239-023-00675-1},
year = {2023},
date = {2023-08-15},
urldate = {2023-08-15},
journal = {Cardiovascular Engineering and Technology},
volume = {14},
issue = {5},
pages = {617–630},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Maheshvare, M. Deepa; Raha, Soumyendu; König, Matthias; Pal, Debnath
A pathway model of glucose-stimulated insulin secretion in the pancreatic β-cell Artikel
In: Frontiers in Endocrinology, 2023.
@article{Maheshvare2023,
title = {A pathway model of glucose-stimulated insulin secretion in the pancreatic β-cell},
author = {M. Deepa Maheshvare and Soumyendu Raha and Matthias König and Debnath Pal},
editor = {Frontiers Endocrinology},
url = {https://www.frontiersin.org/journals/endocrinology/articles/10.3389/fendo.2023.1185656/full},
doi = {https://doi.org/10.3389/fendo.2023.1185656},
year = {2023},
date = {2023-08-02},
journal = {Frontiers in Endocrinology},
abstract = {The pancreas plays a critical role in maintaining glucose homeostasis through the secretion of hormones from the islets of Langerhans. Glucose-stimulated insulin secretion (GSIS) by the pancreatic β-cell is the main mechanism for reducing elevated plasma glucose. Here we present a systematic modeling workflow for the development of kinetic pathway models using the Systems Biology Markup Language (SBML). Steps include retrieval of information from databases, curation of experimental and clinical data for model calibration and validation, integration of heterogeneous data including absolute and relative measurements, unit normalization, data normalization, and model annotation. An important factor was the reproducibility and exchangeability of the model, which allowed the use of various existing tools. The workflow was applied to construct a novel data-driven kinetic model of GSIS in the pancreatic β-cell based on experimental and clinical data from 39 studies spanning 50 years of pancreatic, islet, and β-cell research in humans, rats, mice, and cell lines. The model consists of detailed glycolysis and phenomenological equations for insulin secretion coupled to cellular energy state, ATP dynamics and (ATP/ADP ratio). Key findings of our work are that in GSIS there is a glucose-dependent increase in almost all intermediates of glycolysis. This increase in glycolytic metabolites is accompanied by an increase in energy metabolites, especially ATP and NADH. One of the few decreasing metabolites is ADP, which, in combination with the increase in ATP, results in a large increase in ATP/ADP ratios in the β-cell with increasing glucose. Insulin secretion is dependent on ATP/ADP, resulting in glucose-stimulated insulin secretion. The observed glucose-dependent increase in glycolytic intermediates and the resulting change in ATP/ADP ratios and insulin secretion is a robust phenomenon observed across data sets, experimental systems and species. Model predictions of the glucose-dependent response of glycolytic intermediates and biphasic insulin secretion are in good agreement with experimental measurements. Our model predicts that factors affecting ATP consumption, ATP formation, hexokinase, phosphofructokinase, and ATP/ADP-dependent insulin secretion have a major effect on GSIS. In conclusion, we have developed and applied a systematic modeling workflow for pathway models that allowed us to gain insight into key mechanisms in GSIS in the pancreatic β-cell.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Cornelissen, A.; Florescu, R. A.; Reese, S.; Behr, M.; Ranno, A.; Manjunatha, K.; Schaaps, N.; Böhm, C.; Liehn, E. A.; Zhao, L.; Nilcham, P.; Milzi, A.; Schröder, J.; Vogt, F. J.
In-Vivo Assessment of Vascular Injury for the Prediction of In-Stent Restenosis Artikel
In: International Journal of Cardiology, Ausg. 388, 2023.
@article{Cornelissen2023,
title = {In-Vivo Assessment of Vascular Injury for the Prediction of In-Stent Restenosis},
author = {A. Cornelissen and R. A. Florescu and S. Reese and M. Behr and A. Ranno and K. Manjunatha and N. Schaaps and C. Böhm and E. A. Liehn and L. Zhao and P. Nilcham and A. Milzi and J. Schröder and F. J. Vogt},
editor = {National Library Medicine},
url = {https://pubmed.ncbi.nlm.nih.gov/37423572/},
doi = {10.1016/j.ijcard.2023.131151},
year = {2023},
date = {2023-07-07},
journal = {International Journal of Cardiology},
issue = {388},
abstract = {Background: Despite optimizations of coronary stenting technology, a residual risk of in-stent restenosis (ISR) remains. Vessel wall injury has important impact on the development of ISR. While injury can be assessed in histology, there is no injury score available to be used in clinical practice.
Methods: Seven rats underwent abdominal aorta stent implantation. At 4 weeks after implantation, animals were euthanized, and strut indentation, defined as the impression of the strut into the vessel wall, as well as neointimal growth were assessed. Established histological injury scores were assessed to confirm associations between indentation and vessel wall injury. In addition, stent strut indentation was assessed by optical coherence tomography (OCT) in an exemplary clinical case. Results: Stent strut indentation was associated with vessel wall injury in histology. Furthermore, indentation was positively correlated with neointimal thickness, both in the per-strut analysis (r = 0.5579) and in the per-section analysis (r = 0.8620; both p ≤ 0.001). In a clinical case, indentation quantification in OCT was feasible, enabling assessment of injury in vivo.
Conclusion: Assessing stent strut indentation enables periprocedural assessment of stent-induced damage in vivo and therefore allows for optimization of stent implantation. The assessment of stent strut indentation might become a valuable tool in clinical practice.
Keywords: In stent restenosis; Optical coherence tomography; Patient-individualized percutaneous coronary intervention; Prediction; Stent malapposition.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
König, Matthias
Hepatocyte model of ischemia reperfusion injury (IRI) Online
Zenodo, (Hrsg.): 2023, besucht am: 30.06.2023.
@online{König2023b,
title = {Hepatocyte model of ischemia reperfusion injury (IRI)},
author = {Matthias König},
editor = {Zenodo},
url = {https://github.com/matthiaskoenig/iri-model?tab=readme-ov-file},
doi = {https://doi.org/10.5281/zenodo.8100310},
year = {2023},
date = {2023-06-30},
urldate = {2023-06-30},
abstract = {This repository provides the hepatocyte model of ischemia reperfusion injury (IRI).},
keywords = {},
pubstate = {published},
tppubtype = {online}
}
Lee, Yongjae; Cansız, Barış; Kaliske, Michael
In: 2023.
@article{Lee2023,
title = {A multiphysical computational model of myocardial growth adopted to human pathological ventricular remodelling},
author = {Yongjae Lee and Barış Cansız and Michael Kaliske},
editor = {Comput Mech (2023)},
url = {https://rdcu.be/doEvG},
doi = {https://doi.org/10.1007/s00466-023-02346-3},
year = {2023},
date = {2023-06-13},
urldate = {2023-06-13},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Haggie, Lysea; Schmid, Laura; Röhrle, Oliver; Besier, Thor; McMorland, Angus; Saini, Harnoor
Linking cortex and contraction—Integrating models along the corticomuscular pathway Artikel
In: Frontiers in Physiology, Sec. Computational Physiology and Medicine, Ausg. Vol 14-2023, 2023.
@article{https://doi.org/10.3389/fphys.2023.1095260,
title = {Linking cortex and contraction—Integrating models along the corticomuscular pathway},
author = {Lysea Haggie and Laura Schmid and Oliver Röhrle and Thor Besier and Angus McMorland and Harnoor Saini},
editor = {Sec. Computational Physiology Frontiers in Physiology and Medicine},
url = {https://www.frontiersin.org/articles/10.3389/fphys.2023.1095260/full},
doi = {https://doi.org/10.3389/fphys.2023.1095260},
year = {2023},
date = {2023-05-10},
urldate = {2023-05-10},
journal = {Frontiers in Physiology, Sec. Computational Physiology and Medicine},
issue = {Vol 14-2023},
abstract = {Computational models of the neuromusculoskeletal system provide a deterministic approach to investigate input-output relationships in the human motor system. Neuromusculoskeletal models are typically used to estimate muscle activations and forces that are consistent with observed motion under healthy and pathological conditions. However, many movement pathologies originate in the brain, including stroke, cerebral palsy, and Parkinson’s disease, while most neuromusculoskeletal models deal exclusively with the peripheral nervous system and do not incorporate models of the motor cortex, cerebellum, or spinal cord. An integrated understanding of motor control is necessary to reveal underlying neural-input and motor-output relationships. To facilitate the development of integrated corticomuscular motor pathway models, we provide an overview of the neuromusculoskeletal modelling landscape with a focus on integrating computational models of the motor cortex, spinal cord circuitry, α-motoneurons and skeletal muscle in regard to their role in generating voluntary muscle contraction. Further, we highlight the challenges and opportunities associated with an integrated corticomuscular pathway model, such as challenges in defining neuron connectivities, modelling standardisation, and opportunities in applying models to study emergent behaviour. Integrated corticomuscular pathway models have applications in brain-machine-interaction, education, and our understanding of neurological disease.},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Simeon, Bernd
Die Macht der Computermodelle. Quellen der Erkenntnis oder digitale Orakel? Buch
1, Springer Berlin, Heidelberg, 2023, ISBN: 978-3-662-66298-4.
@book{https://doi.org/10.1007/978-3-662-66299-1,
title = {Die Macht der Computermodelle. Quellen der Erkenntnis oder digitale Orakel?},
author = {Bernd Simeon},
editor = {Heidelberg Springer Berlin},
url = {https://link.springer.com/book/10.1007/978-3-662-66299-1#about-this-book},
doi = {https://doi.org/10.1007/978-3-662-66299-1},
isbn = {978-3-662-66298-4},
year = {2023},
date = {2023-04-11},
urldate = {2023-04-11},
publisher = {Springer Berlin, Heidelberg},
edition = {1},
abstract = {Unsichtbar und zugleich omnipräsent, erobern sich Computermodelle ständig neue Anwendungsfelder. Ihre Macht verdanken sie den immensen Kapazitäten moderner Rechnersysteme, und sie wird zusätzlich befeuert durch das maschinelle Lernen aus riesigen Datenbergen.
Digitale Patienten, Szenarien zum Klimawandel, Missionen zu fernen Planeten, das Jonglieren an den Finanzmärkten, die Entwicklung nuklearer Waffensysteme – anhand vielfältiger Episoden und persönlicher Erlebnisse des Autors bietet Ihnen dieses Buch Einblick in eine faszinierende Welt, die zu einer wesentlichen Quelle des Erkenntnisgewinns geworden ist. Doch die unaufhaltsame Mathematisierung schürt auch Ängste: Sind wir, wie Goethes Zauberlehrling, schon tief im Netz der Algorithmen und Computermodelle verstrickt und verlieren die Kontrolle über ihre Macht?
Wie ein modernes Orakel stillen Computermodelle unsere Sehnsucht nach einer berechenbaren Zukunft. Doch es lauern Fallstricke, aufgrund derer ihre Prognosen gravierend danebenliegen können. Blindes Vertrauen beim Laien wie auch starre Modellgläubigkeit beim Experten resultieren dann in Fehlentscheidungen, dem Versagen technischer Systeme oder ökonomischem Desaster. Kann man diesen Fallstricken entgehen?
Zum Lesen dieses Buches benötigen Sie Neugierde sowie Offenheit für Überraschendes, aber keine Fachkenntnisse. Eine Fülle von Abbildungen veranschaulicht die wesentlichen Zusammenhänge, ergänzt um spannende Anekdoten aus Wissenschaft und Technik. Wollen Sie mehr erfahren? Dann kommen Sie mit auf diesen Streifzug durch den Kosmos der Computermodelle.},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
Stahl, Janneck; Marsh, Laurel Morgan Miller; Thormann, Maximilian; Ding, Andreas; Saalfeld, Sylvia; Behme, Daniel; Berg, Philipp
In: Computers in Biology and Medicine, Bd. 156, Ausg. 106720, 2023.
@article{Stahl2023,
title = {Assessment of the Flow-Diverter Efficacy for Intracranial Aneurysm Treatment Considering Pre- and Post-Interventional Hemodynamics},
author = {Janneck Stahl and Laurel Morgan Miller Marsh and Maximilian Thormann and Andreas Ding and Sylvia Saalfeld and Daniel Behme and Philipp Berg},
url = {https://www.sciencedirect.com/science/article/abs/pii/S0010482523001853},
year = {2023},
date = {2023-04-06},
journal = {Computers in Biology and Medicine},
volume = {156},
issue = {106720},
keywords = {},
pubstate = {published},
tppubtype = {article}
}