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Machine learning and the conundrum of stroke risk prediction
Stroke is a leading cause of death worldwide. With escalating healthcare costs, early non-
invasive stroke risk stratification is vital. The current paradigm of stroke risk assessment and …
invasive stroke risk stratification is vital. The current paradigm of stroke risk assessment and …
Leveraging 3D atrial geometry for the evaluation of atrial fibrillation: a comprehensive review
AJ Sharp, TR Betts, A Banerjee - Journal of Clinical Medicine, 2024 - pmc.ncbi.nlm.nih.gov
Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia associated with
significant morbidity and mortality. Managing risk of stroke and AF burden are pillars of AF …
significant morbidity and mortality. Managing risk of stroke and AF burden are pillars of AF …
Demonstration of patient-specific simulations to assess left atrial appendage thrombogenesis risk
Atrial fibrillation (AF) alters left atrial (LA) hemodynamics, which can lead to thrombosis in
the left atrial appendage (LAA), systemic embolism and stroke. A personalized risk …
the left atrial appendage (LAA), systemic embolism and stroke. A personalized risk …
[HTML][HTML] A comprehensive comparison of various patient-specific CFD models of the left atrium for atrial fibrillation patients
Background Recently, advances in medical imaging, segmentation techniques, and high-
performance computing have supported the use of patient-specific computational fluid …
performance computing have supported the use of patient-specific computational fluid …
Deep Learning Framework for Real-Time Estimation of in-silico Thrombotic Risk Indices in the Left Atrial Appendage
Patient-specific computational fluid dynamics (CFD) simulations can provide invaluable
insight into the interaction of left atrial appendage (LAA) morphology, hemodynamics, and …
insight into the interaction of left atrial appendage (LAA) morphology, hemodynamics, and …
In silico Optimization of Left Atrial Appendage Occluder Implantation Using Interactive and Modeling Tools
According to clinical studies, around one third of patients with atrial fibrillation (AF) will suffer
a stroke during their lifetime. Between 70 and 90% of these strokes are caused by thrombus …
a stroke during their lifetime. Between 70 and 90% of these strokes are caused by thrombus …
[HTML][HTML] Sensitivity analysis of in silico fluid simulations to predict thrombus formation after left atrial appendage occlusion
Atrial fibrillation (AF) is nowadays the most common human arrhythmia and it is considered
a marker of an increased risk of embolic stroke. It is known that 99% of AF-related thrombi …
a marker of an increased risk of embolic stroke. It is known that 99% of AF-related thrombi …
Impact of atrial fibrillation on left atrium haemodynamics: A computational fluid dynamics study
We analyse the haemodynamics of the left atrium, highlighting differences between healthy
individuals and patients affected by atrial fibrillation. The computational study is based on …
individuals and patients affected by atrial fibrillation. The computational study is based on …
[HTML][HTML] Pulmonary vein flow split effects in patient-specific simulations of left atrial flow
Disruptions to left atrial (LA) blood flow, such as those caused by atrial fibrillation (AF), can
lead to thrombosis in the left atrial appendage (LAA) and an increased risk of systemic …
lead to thrombosis in the left atrial appendage (LAA) and an increased risk of systemic …
Non‐Newtonian blood rheology impacts left atrial stasis in patient‐specific simulations
The lack of mechanically effective contraction of the left atrium (LA) during atrial fibrillation
(AF) disturbs blood flow, increasing the risk of thrombosis and ischemic stroke. Thrombosis …
(AF) disturbs blood flow, increasing the risk of thrombosis and ischemic stroke. Thrombosis …