A Deep-Learning Approach For Direct Whole-Heart Mesh Reconstruction

16 February 2021

Papers citing "A Deep-Learning Approach For Direct Whole-Heart Mesh Reconstruction"

26 / 26 papers shown

Title
From Pixels to Polygons: A Survey of Deep Learning Approaches for Medical Image-to-Mesh Reconstruction Fengming Lin Arezoo Zakeri Yidan Xue Michael MacRaild Haoran Dou Zherui Zhou Ziwei Zou Ali Sarrami-Foroushani Jinming Duan Alejandro F Frangi 3DV MedIm 30 0 0 06 May 2025
AI-Powered Automated Model Construction for Patient-Specific CFD Simulations of Aortic Flows P. Du Delin An Chaoli Wang Jian-Xun Wang MedIm AI4CE 48 1 0 16 Mar 2025
Topology-Preserving Loss for Accurate and Anatomically Consistent Cardiac Mesh Reconstruction Chenyu Zhang Yihao Luo Yinzhe Wu Choon Hwai Yap Guang Yang 39 0 0 10 Mar 2025
SeqSeg: Learning Local Segments for Automatic Vascular Model Construction Numi Sveinsson Cepero Shawn C. Shadden 29 2 0 28 Jan 2025
MorphiNet: A Graph Subdivision Network for Adaptive Bi-ventricle Surface Reconstruction Yu Deng Yiyang Xu Linglong Qian C. Mauger Anastasia Nasopoulou ... D. Newby Andrew McCulloch Jeff Omens Kuberan Pushprajah Alistair Young 71 0 0 14 Dec 2024
Explicit Differentiable Slicing and Global Deformation for Cardiac Mesh Reconstruction Yihao Luo Dario Sesia Fanwen Wang Yinzhe Wu Wenhao Ding ... Amit Kaural Jamil Mayet Jamil Mayet ChoonHwai Yap ChoonHwai Yap 21 3 0 03 Sep 2024
$R^2$ -Mesh: Reinforcement Learning Powered Mesh Reconstruction via Geometry and Appearance Refinement Haoyang Wang Liming Liu Quanlu Jia Jiangkai Wu Haodan Zhang Peiheng Wang Xinggong Zhang 53 0 0 19 Aug 2024
Improved 3D Whole Heart Geometry from Sparse CMR Slices Yiyang Xu Hao Xu Matthew Sinclair Esther Puyol-Antón Steven Niederer A. Chiribiri Steven E. Williams Michelle C Williams Alistair A Young 25 1 0 14 Aug 2024
Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR Images Linchen Qian Jiasong Chen Linhai Ma Timur Urakov Weiyong Gu Liang Liang MedIm 22 0 0 30 Mar 2024
Robust automated calcification meshing for biomechanical cardiac digital twins Daniel H. Pak Minliang Liu Theodore Kim C. Ozturk Raymond McKay Ellen T. Roche Rudolph L. Gleason James S. Duncan AI4CE 19 2 0 08 Mar 2024
Graph Convolutional Neural Networks for Automated Echocardiography View Recognition: A Holistic Approach Sarina Thomas Cristiana Tiago Børge Solli Andreassen S. Aase Jurica Šprem Erik Normann Steen Anne H. Schistad Solberg Guy Ben-Yosef 22 0 0 29 Feb 2024
Image2Flow: A hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data Tina Yao E. Pajaziti Michael Quail Silvia Schievano J. Steeden V. Muthurangu MedIm 23 2 0 28 Feb 2024
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI Fabian Bongratz Anne-Marie Rickmann Christian Wachinger 19 11 0 23 Jan 2024
Reconstruction of Cortical Surfaces with Spherical Topology from Infant Brain MRI via Recurrent Deformation Learning Xiaoyang Chen Junjie Zhao Siyuan Liu Sahar Ahmad P. Yap 13 0 0 10 Dec 2023
LinFlo-Net: A two-stage deep learning method to generate simulation ready meshes of the heart Arjun Narayanan Fanwei Kong S. Shadden MedIm AI4CE 3DH 13 1 0 30 Oct 2023
Shape of my heart: Cardiac models through learned signed distance functions Jan Verhulsdonk Thomas Grandits F. Sahli Costabal Thomas Pinetz Rolf Krause A. Auricchio Gundolf Haase Simone Pezzuto Alexander Effland 36 4 0 31 Aug 2023
4D Myocardium Reconstruction with Decoupled Motion and Shape Model Xiaohan Yuan Cong Liu Yangang Wang 26 3 0 27 Aug 2023
Abdominal organ segmentation via deep diffeomorphic mesh deformations Fabian Bongratz Anne-Marie Rickmann Christian Wachinger 15 5 0 27 Jun 2023
Learning Reduced-Order Models for Cardiovascular Simulations with Graph Neural Networks Luca Pegolotti Martin R. Pfaller Natalia L. Rubio Ke Ding Rita Brugarolas Brufau Eric F. Darve Alison L. Marsden AI4CE 46 31 0 13 Mar 2023
Spatial Correspondence between Graph Neural Network-Segmented Images Qian Li Yunguan Fu Qianye Yang Z. Du Hongjian Yu Yipeng Hu 10 1 0 12 Mar 2023
3D Coronary Vessel Reconstruction from Bi-Plane Angiography using Graph Convolutional Networks Kit M. Bransby V. Tufaro M. Çap Greg Slabaugh Christos Bourantas Qianni Zhang 3DPC 20 7 0 28 Feb 2023
Learning Whole Heart Mesh Generation From Patient Images For Computational Simulations Fanwei Kong S. Shadden 3DH MedIm AI4CE 16 17 0 20 Mar 2022
Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks Fabian Bongratz Anne-Marie Rickmann Sebastian Polsterl Christian Wachinger 3DV 22 30 0 17 Mar 2022
Modeling and hexahedral meshing of cerebral arterial networks from centerlines Méghane Decroocq Carole Frindel Pierre Rougé M. Ohta Guillaume Lavoué AI4CE 11 6 0 20 Jan 2022
Robust Voxelization and Visualization by Improved Tetrahedral Mesh Generation Joseph Chen K. Tai Wen-Chin Chen M. Ouhyoung 17 1 0 02 Jun 2021
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 231 3,202 0 24 Nov 2016