Fully automated 3D aortic segmentation of 4D flow MRI for hemodynamic analysis using deep learning

The Role of Imaging of Flow Patterns by 4D Flow MRI in Aortic Stenosis

(2019) Julio Garcia et al.   JACC-Cardiovascular Imaging

Use of 2D U-Net Convolutional Neural Networks for Automated Cartilage and Meniscus Segmentation of Knee MR Imaging Data to Determine Relaxometry and Morphometry

(2018) Berk Norman et al.   RADIOLOGY

Automated multi-atlas segmentation of cardiac 4D flow MRI

(2018) Mariana Bustamante et al.   MEDICAL IMAGE ANALYSIS

Deep Learning Approach for Evaluating Knee MR Images: Achieving High Diagnostic Performance for Cartilage Lesion Detection

(2018) Fang Liu et al.   RADIOLOGY

Fully automatic segmentation on prostate MR images based on cascaded fully convolution network

(2018) Yi Zhu et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Improved Semiautomated 4D Flow MRI Analysis in the Aorta in Patients With Congenital Aortic Valve Anomalies Versus Tricuspid Aortic Valves

(2016) Susanne Schnell et al.   JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY

Thoracic aortic aneurysm: 4D flow MRI and computational fluid dynamics model

(2015) F. M. Callaghan et al.   COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING

Reproducibility and interobserver variability of systolic blood flow velocity and 3D wall shear stress derived from 4D flow MRI in the healthy aorta

(2015) Pim van Ooij et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

4D Flow MRI Applications for Aortic Disease

(2015) Nicholas S. Burris et al.   Magnetic Resonance Imaging Clinics of North America

Metrics for evaluating 3D medical image segmentation: analysis, selection, and tool

(2015) Abdel Aziz Taha et al.   BMC MEDICAL IMAGING

Influence of eddy current, Maxwell and gradient field corrections on 3D flow visualization of 3D CINE PC-MRI data

(2013) Ramona Lorenz et al.   MAGNETIC RESONANCE IN MEDICINE

Aortic Regurgitation Quantification Using Cardiovascular Magnetic Resonance

(2012) Saul G. Myerson et al.   CIRCULATION

Automated segmentation of blood-flow regions in large thoracic arteries using 3D-cine PC-MRI measurements

(2011) Roy van Pelt et al.   International Journal of Computer Assisted Radiology and Surgery

Automatic segmentation propagation of the aorta in real-time phase contrast MRI using nonrigid registration

(2010) Freddy Odille et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Automated segmentation of the aorta from phase contrast MR images: Validation against expert tracing in healthy volunteers and in patients with a dilated aorta

(2010) Alain Herment et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

4D phase contrast MRI at 3 T: Effect of standard and blood-pool contrast agents on SNR, PC-MRA, and blood flow visualization

(2009) Jelena Bock et al.   MAGNETIC RESONANCE IN MEDICINE

An image-based modeling framework for patient-specific computational hemodynamics

(2008) Luca Antiga et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING