A machine learning approach as a surrogate of finite element analysis-based inverse method to estimate the zero-pressure geometry of human thoracic aorta

Provable approximation properties for deep neural networks

(2018) Uri Shaham et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

An augmented iterative method for identifying a stress-free reference configuration in image-based biomechanical modeling

(2017) Manuel K. Rausch et al.   JOURNAL OF BIOMECHANICS

Rupture risk in abdominal aortic aneurysms: A realistic assessment of the explicit GPU approach

(2017) V. Strbac et al.   JOURNAL OF BIOMECHANICS

A new inverse method for estimation of in vivo mechanical properties of the aortic wall

(2017) Minliang Liu et al.   Journal of the Mechanical Behavior of Biomedical Materials

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Quantitative Prediction of Paravalvular Leak in Transcatheter Aortic Valve Replacement Based on Tissue-Mimicking 3D Printing

(2017) Zhen Qian et al.   JACC-Cardiovascular Imaging

Fully-coupled fluid-structure interaction simulation of the aortic and mitral valves in a realistic 3D left ventricle model

(2017) Wenbin Mao et al.   PLoS One

A novel approach to the quantification of aortic root in vivo structural mechanics

(2016) E. Votta et al.   International Journal for Numerical Methods in Biomedical Engineering

A general framework for application of prestrain to computational models of biological materials

(2016) Steve A. Maas et al.   Journal of the Mechanical Behavior of Biomedical Materials

A finite element updating approach for identification of the anisotropic hyperelastic properties of normal and diseased aortic walls from 4D ultrasound strain imaging

(2016) Andreas Wittek et al.   Journal of the Mechanical Behavior of Biomedical Materials

Patient-specific finite element analysis of ascending aorta aneurysms

(2015) Caitlin Martin et al.   AMERICAN JOURNAL OF PHYSIOLOGY-HEART AND CIRCULATORY PHYSIOLOGY

Heterogeneous growth-induced prestrain in the heart

(2015) M. Genet et al.   JOURNAL OF BIOMECHANICS

A method for incorporating three-dimensional residual stretches/stresses into patient-specific finite element simulations of arteries

(2015) David M. Pierce et al.   Journal of the Mechanical Behavior of Biomedical Materials

Deep learning

(2015) Yann LeCun et al.   NATURE

Recent advances in 3D printing of biomaterials

(2015) Helena N Chia et al.   Journal of Biological Engineering

Computational Modeling of Cardiac Valve Function and Intervention

(2014) Wei Sun et al.   Annual Review of Biomedical Engineering

Imaging Intracranial Vessel Wall Pathology With Magnetic Resonance Imaging

(2014) Nikki Dieleman et al.   CIRCULATION

A generalized prestressing algorithm for finite element simulations of preloaded geometries with application to the aorta

(2014) Hannah Weisbecker et al.   International Journal for Numerical Methods in Biomedical Engineering

Predictive biomechanical analysis of ascending aortic aneurysm rupture potential

(2013) Caitlin Martin et al.   Acta Biomaterialia

The Role of Geometric and Biomechanical Factors in Abdominal Aortic Aneurysm Rupture Risk Assessment

(2013) Samarth S. Raut et al.   ANNALS OF BIOMEDICAL ENGINEERING

In vivo determination of elastic properties of the human aorta based on 4D ultrasound data

(2013) Andreas Wittek et al.   Journal of the Mechanical Behavior of Biomedical Materials

A Pull-Back Algorithm to Determine the Unloaded Vascular Geometry in Anisotropic Hyperelastic AAA Passive Mechanics

(2012) Fabián Riveros et al.   ANNALS OF BIOMEDICAL ENGINEERING

A computational method to assess the in vivo stresses and unloaded configuration of patient-specific blood vessels

(2012) J. Bols et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Deformable segmentation via sparse representation and dictionary learning

(2012) Shaoting Zhang et al.   MEDICAL IMAGE ANALYSIS

An iterative method for the inverse elasto-static problem

(2011) M. Sellier   JOURNAL OF FLUIDS AND STRUCTURES

Towards robust and effective shape modeling: Sparse shape composition

(2011) Shaoting Zhang et al.   MEDICAL IMAGE ANALYSIS

Real-time nonlinear finite element computations on GPU – Application to neurosurgical simulation

(2010) Grand Roman Joldes et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

3D printing based on imaging data: review of medical applications

(2010) F. Rengier et al.   International Journal of Computer Assisted Radiology and Surgery

Segmentation of the Left Ventricle From Cardiac MR Images Using a Subject-Specific Dynamical Model

(2009) Yun Zhu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A computational strategy for prestressing patient-specific biomechanical problems under finite deformation

(2009) M. W. Gee et al.   International Journal for Numerical Methods in Biomedical Engineering

Statistical shape models for 3D medical image segmentation: A review

(2009) Tobias Heimann et al.   MEDICAL IMAGE ANALYSIS

On modelling of anisotropic viscoelasticity for soft tissue simulation: Numerical solution and GPU execution

(2008) Z.A. Taylor et al.   MEDICAL IMAGE ANALYSIS