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

Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing

(2016) Florin C. Ghesu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

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

Subject-specific finite-element modeling of normal aortic valve biomechanics from 3D+t TEE images

(2015) Michel R. Labrosse et al.   MEDICAL IMAGE ANALYSIS

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

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

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

Can isolated annular dilatation cause significant ischemic mitral regurgitation? Another look at the causative mechanisms

(2014) Qian Wang et al.   JOURNAL OF BIOMECHANICS

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

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

Contour tracking in echocardiographic sequences via sparse representation and dictionary learning

(2013) Xiaojie Huang 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

Biomechanical characterization of aortic valve tissue in humans and common animal models

(2012) Caitlin Martin et al.   JOURNAL OF BIOMEDICAL MATERIALS RESEARCH PART A

Patient-specific simulations of transcatheter aortic valve stent implantation

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

Mitral annulus segmentation from four-dimensional ultrasound using a valve state predictor and constrained optical flow

(2011) Robert J. Schneider et al.   MEDICAL IMAGE ANALYSIS

Dimensional Analysis of Aortic Root Geometry During Diastole Using 3D Models Reconstructed from Clinical 64-Slice Computed Tomography Images

(2011) Qian Wang et al.   Cardiovascular Engineering and Technology

Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier]

(2010) I Arel et al.   IEEE Computational Intelligence Magazine

Patient-Specific Modeling and Quantification of the Aortic and Mitral Valves From 4-D Cardiac CT and TEE

(2010) Razvan Ioan Ionasec et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Dynamic finite element analysis of the aortic root from MRI-derived parameters

(2010) Carlo A. Conti et al.   MEDICAL ENGINEERING & PHYSICS

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

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