Search Results - "Kuehne, Titus"
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Machine learning for real-time prediction of complications in critical care: a retrospective study
Published in The lancet respiratory medicine (01-12-2018)“…The large amount of clinical signals in intensive care units can easily overwhelm health-care personnel and can lead to treatment delays, suboptimal care, or…”
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Muscle sodium content in patients with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
Published in Journal of translational medicine (09-12-2022)“…Muscle fatigue and pain are key symptoms of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS). Although the pathophysiology is not yet fully…”
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Deep learning based assessment of hemodynamics in the coarctation of the aorta: comparison of bidirectional recurrent and convolutional neural networks
Published in Frontiers in physiology (21-02-2024)“…The utilization of numerical methods, such as computational fluid dynamics (CFD), has been widely established for modeling patient-specific hemodynamics based…”
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Correction: Muscle sodium content in patients with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
Published in Journal of translational medicine (04-04-2023)Get full text
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CT-based comparison of porcine, ovine, and human pulmonary arterial morphometry
Published in Scientific reports (18-11-2023)“…To facilitate pre-clinical animal and in-silico clinical trials for implantable pulmonary artery pressure sensors, understanding the respective species…”
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Measuring myocardial extracellular volume of the right ventricle in patients with congenital heart disease
Published in Scientific reports (29-01-2021)“…The right ventricle´s (RV) characteristics—thin walls and trabeculation—make it challenging to evaluate extracellular volume (ECV). We aimed to assess the…”
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Impact of training data composition on the generalizability of convolutional neural network aortic cross-section segmentation in four-dimensional magnetic resonance flow imaging
Published in Journal of cardiovascular magnetic resonance (08-08-2024)“…Four-dimensional cardiovascular magnetic resonance flow imaging (4D flow CMR) plays an important role in assessing cardiovascular diseases. However, the manual…”
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Reduced dynamic changes in pulmonary artery compliance during isometric handgrip exercise in patients with heart failure
Published in Scientific reports (06-07-2024)“…Exercise intolerance is a debilitating symptom in heart failure (HF), adversely affecting both quality of life and long-term prognosis. Emerging evidence…”
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Modelling blood flow in patients with heart valve disease using deep learning: A computationally efficient method to expand diagnostic capabilities in clinical routine
Published in Frontiers in cardiovascular medicine (03-03-2023)“…The computational modelling of blood flow is known to provide vital hemodynamic parameters for diagnosis and treatment-support for patients with valvular heart…”
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Flow-sensitive four-dimensional cine magnetic resonance imaging for offline blood flow quantification in multiple vessels: A validation study
Published in Journal of magnetic resonance imaging (01-09-2010)“…Purpose: To further validate the quantitative use of flow‐sensitive four‐dimensional velocity encoded cine magnetic resonance imaging (4D VEC MRI) for…”
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Systemic-to-pulmonary collateral flow in patients with palliated univentricular heart physiology: measurement using cardiovascular magnetic resonance 4D velocity acquisition
Published in Journal of cardiovascular magnetic resonance (27-04-2012)“…Systemic-to-pulmonary collateral flow (SPCF) may constitute a risk factor for increased morbidity and mortality in patients with single-ventricle physiology…”
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Z-score mapping for standardized analysis and reporting of cardiovascular magnetic resonance modified Look-Locker inversion recovery (MOLLI) T1 data: Normal behavior and validation in patients with amyloidosis
Published in Journal of cardiovascular magnetic resonance (20-01-2020)“…T1 mapping using modified Look-Locker inversion recovery (MOLLI) provides quantitative information on myocardial tissue composition. T1 results differ between…”
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Pressure Fields by Flow-Sensitive, 4D, Velocity-Encoded CMR in Patients With Aortic Coarctation
Published in JACC. Cardiovascular imaging (01-09-2014)“…Abstract This study compared pressure fields by 4-dimensional (4D), velocity-encoded cine (VEC) cardiac magnetic resonance imaging (CMR) with pressures…”
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Towards a Computational Framework for Modeling the Impact of Aortic Coarctations Upon Left Ventricular Load
Published in Frontiers in physiology (28-05-2018)“…Computational fluid dynamics (CFD) models of blood flow in the left ventricle (LV) and aorta are important tools for analyzing the mechanistic links between…”
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Validation of simple measures of aortic distensibility based on standard 4-chamber cine CMR: a new approach for clinical studies
Published in Clinical research in cardiology (01-04-2020)“…Objective Aortic distensibility (AD) represents a well-established parameter of aortic stiffness. It remains unclear, however, whether AD can be obtained with…”
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RIKADA Study Reveals Risk Factors in Pediatric Primary Cardiomyopathy
Published in Journal of the American Heart Association (06-08-2019)“…Background Cardiomyopathies are heterogeneous diseases with clinical presentations varying from asymptomatic to life-threatening events, including severe heart…”
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Beyond Pressure Gradients: The Effects of Intervention on Heart Power in Aortic Coarctation
Published in PloS one (12-01-2017)“…In aortic coarctation, current guidelines recommend reducing pressure gradients that exceed given thresholds. From a physiological standpoint this should…”
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Cardiovascular magnetic resonance findings in non‐hospitalized paediatric patients after recovery from COVID‐19
Published in ESC Heart Failure (01-12-2021)“…Aims Our study aimed to investigate the cardiac involvement with sensitive tissue characterization in non‐hospitalized children with coronavirus disease 2019…”
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CT-Based Simulation of Left Ventricular Hemodynamics: A Pilot Study in Mitral Regurgitation and Left Ventricle Aneurysm Patients
Published in Frontiers in cardiovascular medicine (22-03-2022)“…Cardiac CT (CCT) is well suited for a detailed analysis of heart structures due to its high spatial resolution, but in contrast to MRI and echocardiography,…”
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Myocardial extracellular volume is a non-invasive tissue marker of heart failure in patients with transposition of the great arteries and systemic right ventricle
Published in Frontiers in pediatrics (07-11-2022)“…Background Focal myocardial fibrosis in the systemic right ventricle (RV) is related to ventricular dysfunction and adverse outcome in patients with…”
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