A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis

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

Machine learning-based 3-D geometry reconstruction and modeling of aortic valve deformation using 3-D computed tomography images

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

Patient-Specific Computer Modeling to Predict Aortic Regurgitation After Transcatheter Aortic Valve Replacement

(2016) Peter de Jaegere et al.   JACC-Cardiovascular Interventions

A machine-learning approach for computation of fractional flow reserve from coronary computed tomography

(2016) Lucian Itu et al.   JOURNAL OF APPLIED PHYSIOLOGY

Prediction of patient-specific post-operative outcomes of TAVI procedure: The impact of the positioning strategy on valve performance

(2016) S. Morganti et al.   JOURNAL OF BIOMECHANICS

A simple, effective and clinically applicable method to compute abdominal aortic aneurysm wall stress

(2016) Grand Roman Joldes 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

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Computational Modeling of Cardiac Valve Function and Intervention

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

Simulations of transcatheter aortic valve implantation: implications for aortic root rupture

(2014) Qian Wang et al.   Biomechanics and Modeling in Mechanobiology

Imaging Intracranial Vessel Wall Pathology With Magnetic Resonance Imaging

(2014) Nikki Dieleman et al.   CIRCULATION

Simulation of transcatheter aortic valve implantation through patient-specific finite element analysis: Two clinical cases

(2014) S. Morganti et al.   JOURNAL OF BIOMECHANICS

CT Image-Based Engineering Analysis of Transcatheter Aortic Valve Replacement

(2014) Qian Wang et al.   JACC-Cardiovascular Imaging

Biomechanical characterization of ascending aortic aneurysm with concomitant bicuspid aortic valve and bovine aortic arch

(2013) T. Pham et al.   Acta Biomaterialia

Predictive biomechanical analysis of ascending aortic aneurysm rupture potential

(2013) Caitlin Martin et al.   Acta Biomaterialia

Simulation of transcatheter aortic valve implantation: a patient-specific finite element approach

(2013) F. Auricchio et al.   COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING

On the prospect of patient-specific biomechanics without patient-specific properties of tissues

(2013) Karol Miller et al.   Journal of the Mechanical Behavior of Biomedical Materials

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

Fully automatic segmentation of the mitral leaflets in 3D transesophageal echocardiographic images using multi-atlas joint label fusion and deformable medial modeling

(2013) A.M. Pouch et al.   MEDICAL IMAGE ANALYSIS

Automatic Aorta Segmentation and Valve Landmark Detection in C-Arm CT for Transcatheter Aortic Valve Implantation

(2012) Yefeng Zheng et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Patient-specific modeling of biomechanical interaction in transcatheter aortic valve deployment

(2012) Qian Wang et al.   JOURNAL OF BIOMECHANICS

Patient-specific simulations of transcatheter aortic valve stent implantation

(2012) C. Capelli et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Deformable segmentation via sparse representation and dictionary learning

(2012) Shaoting Zhang et al.   MEDICAL IMAGE ANALYSIS

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

Migration forces of transcatheter aortic valves in patients with noncalcific aortic insufficiency

(2009) Harry A. Dwyer et al.   JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY

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

(2009) Tobias Heimann et al.   MEDICAL IMAGE ANALYSIS

Structured low-rank approximation and its applications

(2008) Ivan Markovsky   AUTOMATICA

Four-Chamber Heart Modeling and Automatic Segmentation for 3-D Cardiac CT Volumes Using Marginal Space Learning and Steerable Features

(2008) Yefeng Zheng et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING