A deep-learning approach for direct whole-heart mesh reconstruction

Nextmed: Automatic Imaging Segmentation, 3D Reconstruction, and 3D Model Visualization Platform Using Augmented and Virtual Reality

(2020) Santiago González Izard et al.   SENSORS

Automating Model Generation for Imagebased Cardiac Flow Simulation

(2020) Fanwei Kong et al.   JOURNAL OF BIOMECHANICAL ENGINEERING-TRANSACTIONS OF THE ASME

Improving multi-atlas cardiac structure segmentation of computed tomography angiography: A performance evaluation based on a heterogeneous dataset

(2020) Vy Bui et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 challenge

(2020) Nicholas Heller et al.   MEDICAL IMAGE ANALYSIS

nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

(2020) Fabian Isensee et al.   NATURE METHODS

Accelerating cardiovascular model building with convolutional neural networks

(2019) Gabriel Maher et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge

(2019) Xiahai Zhuang et al.   MEDICAL IMAGE ANALYSIS

Assessment of human left ventricle flow using statistical shape modelling and computational fluid dynamics

(2018) S.S. Khalafvand et al.   JOURNAL OF BIOMECHANICS

Learning-based 3D surface optimization from medical image reconstruction

(2018) Mingqiang Wei et al.   OPTICS AND LASERS IN ENGINEERING

Algorithms for left atrial wall segmentation and thickness – Evaluation on an open-source CT and MRI image database

(2018) Rashed Karim et al.   MEDICAL IMAGE ANALYSIS

Personalized virtual-heart technology for guiding the ablation of infarct-related ventricular tachycardia

(2018) Adityo Prakosa et al.   Nature Biomedical Engineering

Geometric Deep Learning: Going beyond Euclidean data

(2017) Michael M. Bronstein et al.   IEEE SIGNAL PROCESSING MAGAZINE

Boolean and smoothing of discrete polygonal surfaces

(2016) Adam Updegrove et al.   ADVANCES IN ENGINEERING SOFTWARE

Image-Based Simulations Show Important Flow Fluctuations in a Normal Left Ventricle: What Could be the Implications?

(2016) C. Chnafa et al.   ANNALS OF BIOMEDICAL ENGINEERING

Anatomically accurate high resolution modeling of human whole heart electromechanics: A strongly scalable algebraic multigrid solver method for nonlinear deformation

(2016) Christoph M. Augustin et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A review of heart chamber segmentation for structural and functional analysis using cardiac magnetic resonance imaging

(2016) Peng Peng et al.   MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE

Multi-scale patch and multi-modality atlases for whole heart segmentation of MRI

(2016) Xiahai Zhuang et al.   MEDICAL IMAGE ANALYSIS

An evaluation of automatic coronary artery calcium scoring methods with cardiac CT using the orCaScore framework

(2016) Jelmer M. Wolterink et al.   MEDICAL PHYSICS

TetGen, a Delaunay-Based Quality Tetrahedral Mesh Generator

(2015) Hang Si   ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE

Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets

(2015) Catalina Tobon-Gomez et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multi-atlas segmentation with augmented features for cardiac MR images

(2015) Wenjia Bai et al.   MEDICAL IMAGE ANALYSIS

Multiatlas whole heart segmentation of CT data using conditional entropy for atlas ranking and selection

(2015) Xiahai Zhuang et al.   MEDICAL PHYSICS

Feature-preserving optimization for noisy mesh using joint bilateral filter and constrained Laplacian smoothing

(2013) Mingqiang Wei et al.   OPTICS AND LASERS IN ENGINEERING

Challenges and Methodologies of Fully Automatic Whole Heart Segmentation: A Review

(2013) Xiahai Zhuang   Journal of Healthcare Engineering

Fluid-dynamics modelling of the human left ventricle with dynamic mesh for normal and myocardial infarction: Preliminary study

(2012) S.S. Khalafvand et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Segmentation of the heart and great vessels in CT images using a model-based adaptation framework

(2011) Olivier Ecabert et al.   MEDICAL IMAGE ANALYSIS

Optimizing boundary detection via Simulated Search with applications to multi-modal heart segmentation

(2009) J. Peters et al.   MEDICAL IMAGE ANALYSIS

Automatic Model-Based Segmentation of the Heart in CT Images

(2008) O. Ecabert et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING