Neurology | Radiology Automated intracranial vessel segmentation of 4D flow MRI data in patients with atherosclerotic stenosis using a convolutional neural network. June 19, 2024
Biomedical Engineering | Cardiology Physics-informed neural networks for parameter estimation in blood flow models. June 16, 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
Pathology | Radiology Multi-parametric investigations on the effects of vascular disrupting agents based on a platform of chorioallantoic membrane of chick embryos. February 28, 2024
Cardiology | Computational Medicine | Machine Learning Physics-informed neural networks (PINNs) for 4D hemodynamics prediction: An investigation of optimal framework based on vascular morphology. August 3, 2023
Biomedical Engineering | Neurology An Isolated CNN Architecture for Classification of Finger-Tapping Tasks Using Initial Dip Images: A Functional Near-Infrared Spectroscopy Study. July 29, 2023
Bioimaging | Biomedical Engineering | Radiology mHealth hyperspectral learning for instantaneous spatiospectral imaging of hemodynamics. April 28, 2023
Cardiology | Radiology Super-resolution 4D flow MRI to quantify aortic regurgitation using computational fluid dynamics and deep learning. February 23, 2023
Biomedical Engineering | Cardiology Machine Learning Identification Framework of Hemodynamics of Blood Flow in Patient-Specific Coronary Arteries with Abnormality. November 18, 2022
Cardiology | Neurology | Radiology SRflow: Deep learning based super-resolution of 4D-flow MRI data. August 29, 2022
Brain Metabolism Research | Neurology | Neurovascular Research Real-time whole-brain imaging of hemodynamics and oxygenation at micro-vessel resolution with ultrafast wide-field photoacoustic microscopy. May 16, 2022
Cardiology | Radiology | Vascular Medicine Ultrasound deep learning for monitoring of flow-vessel dynamics in murine carotid artery. November 26, 2021