Cardiology | Radiology Image2Flow: A proof-of-concept hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data. June 20, 2024
Neurology | Radiology USING CONVOLUTIONAL NEURAL NETWORK-BASED SEGMENTATION FOR IMAGE-BASED COMPUTATIONAL FLUID DYNAMICS SIMULATIONS OF BRAIN ANEURYSMS: INITIAL EXPERIENCE IN AUTOMATED MODEL CREATION. March 25, 2024
Cardiology | Radiology Deep learning based assessment of hemodynamics in the coarctation of the aorta: comparison of bidirectional recurrent and convolutional neural networks. March 7, 2024
Pulmonology | Radiology Human-airway surface mesh smoothing based on graph convolutional neural networks. February 11, 2024
Cardiology | Neurology | Radiology Hemodynamic factors of spontaneous vertebral artery dissecting aneurysms assessed with numerical and deep learning algorithms: Role of blood pressure and asymmetry. January 27, 2024
Aerospace Engineering | Fluid Dynamics On the use of deep learning and computational fluid dynamics for the estimation of uniform momentum source components of propellers. November 29, 2023
Cardiology | Radiology Modelling blood flow in patients with heart valve disease using deep learning: A computationally efficient method to expand diagnostic capabilities in clinical routine. March 20, 2023
Cardiology | Radiology Super-resolution 4D flow MRI to quantify aortic regurgitation using computational fluid dynamics and deep learning. February 23, 2023
Chemical Engineering Deep Learning Models for SO Distribution in a 30 MW Boiler via Computational Fluid Dynamics Simulation Data. November 28, 2022
Cardiology | Radiology Diagnostic performance of deep learning and computational fluid dynamics-based instantaneous wave-free ratio derived from computed tomography angiography. February 5, 2022
Biomedical Engineering | Interventional Radiology | Neurology Prediction of Cerebral Aneurysm Hemodynamics With Porous-Medium Models of Flow-Diverting Stents via Deep Learning. October 4, 2021
Computational Fluid Dynamics | Fluid Dynamics | Machine Learning Machine learning-accelerated computational fluid dynamics. May 19, 2021