Deep learning for computational hemodynamics: A brief review of recent advances

A Taebi - Fluids, 2022 - mdpi.com
Computational fluid dynamics (CFD) modeling of blood flow plays an important role in better
understanding various medical conditions, designing more effective drug delivery systems …

Imaging and biophysical modelling of thrombogenic mechanisms in atrial fibrillation and stroke

A Qureshi, GYH Lip, DA Nordsletten… - Frontiers in …, 2023 - frontiersin.org
Atrial fibrillation (AF) underlies almost one third of all ischaemic strokes, with the left atrial
appendage (LAA) identified as the primary thromboembolic source. Current stroke risk …

Learning reduced-order models for cardiovascular simulations with graph neural networks

L Pegolotti, MR Pfaller, NL Rubio, K Ding… - Computers in Biology …, 2024 - Elsevier
Reduced-order models based on physics are a popular choice in cardiovascular modeling
due to their efficiency, but they may experience loss in accuracy when working with …

Effects of uncertainty of outlet boundary conditions in a patient-specific case of aortic coarctation

MN Antonuccio, A Mariotti, BM Fanni… - Annals of biomedical …, 2021 - Springer
Abstract Computational Fluid Dynamics (CFD) simulations of blood flow are widely used to
compute a variety of hemodynamic indicators such as velocity, time-varying wall shear …

Efficient parallel simulation of hemodynamics in patient-specific abdominal aorta with aneurysm

S Qin, B Wu, J Liu, WS Shiu, Z Yan, R Chen… - Computers in Biology …, 2021 - Elsevier
Surgical planning for aortic aneurysm repair is a difficult task. In addition to the
morphological features obtained from medical imaging, alternative features obtained with …

Evolution of hemodynamic forces in the pulmonary tree with progressively worsening pulmonary arterial hypertension in pediatric patients

W Yang, M Dong, M Rabinovitch, FP Chan… - … and modeling in …, 2019 - Springer
Pulmonary arterial hypertension (PAH) is characterized by pulmonary vascular remodeling
resulting in right ventricular (RV) dysfunction and ultimately RV failure. Mechanical stimuli …

Calibration of patient-specific boundary conditions for coupled CFD models of the aorta derived from 4D Flow-MRI

SMD Black, C Maclean, P Hall Barrientos… - … in Bioengineering and …, 2023 - frontiersin.org
Introduction: Patient-specific computational fluid dynamics (CFD) models permit analysis of
complex intra-aortic hemodynamics in patients with aortic dissection (AD), where vessel …

[HTML][HTML] Mesh neural networks for SE (3)-equivariant hemodynamics estimation on the artery wall

J Suk, P de Haan, P Lippe, C Brune… - Computers in Biology and …, 2024 - Elsevier
Computational fluid dynamics (CFD) is a valuable asset for patient-specific cardiovascular-
disease diagnosis and prognosis, but its high computational demands hamper its adoption …

[HTML][HTML] Patient-specific fluid–structure simulations of anomalous aortic origin of right coronary arteries

MX Jiang, MO Khan, J Ghobrial, IS Rogers… - JTCVS …, 2022 - Elsevier
Objectives Anomalous aortic origin of the right coronary artery (AAORCA) may cause
ischemia and sudden death. However, the specific anatomic indications for surgery are …

Fluid-structure interaction modeling of blood flow in the pulmonary arteries using the unified continuum and variational multiscale formulation

J Liu, W Yang, IS Lan, AL Marsden - Mechanics research communications, 2020 - Elsevier
In this work, we present a computational fluid-structure interaction (FSI) study for a healthy
patient-specific pulmonary arterial tree using the unified continuum and variational …