Multi-class point cloud completion networks for 3D cardiac anatomy
reconstruction from cine magnetic resonance images

Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images

17 July 2023

Abhirup Banerjee

Julius Ossenberg-Engels

Papers citing "Multi-class point cloud completion networks for 3D cardiac anatomy reconstruction from cine magnetic resonance images"

10 / 10 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
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
SurgPointTransformer: Vertebrae Shape Completion with RGB-D Data Aidana Massalimova Florentin Liebmann Sascha Jecklin F. Carrillo Farshad Mazda Philipp Fürnstahl MedIm 18 0 0 02 Oct 2024
Anatomical basis of human sex differences in ECG identified by automated torso-cardiac three-dimensional reconstruction Hannah J. Smith Blanca Rodriguez Yuling Sang M. Beetz Robin P. Choudhury Vicente Grau Abhirup Banerjee 13 0 0 21 Dec 2023
Multi-objective point cloud autoencoders for explainable myocardial infarction prediction M. Beetz Abhirup Banerjee Vicente Grau 3DPC 15 2 0 20 Jul 2023
Modeling 3D cardiac contraction and relaxation with point cloud deformation networks M. Beetz Abhirup Banerjee Vicente Grau 3DPC 21 5 0 20 Jul 2023
Towards Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference Lei Li J. Camps Zhinuo Z. Wang Abhirup Banerjee Marcel Beetz Blanca Rodriguez Vicente Grau 10 10 0 10 Jul 2023
Deep learning for cardiac image segmentation: A review C. L. P. Chen C. Qin Huaqi Qiu G. Tarroni Jinming Duan Wenjia Bai Daniel Rueckert SSeg 3DV 53 664 0 09 Nov 2019
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 219 13,886 0 02 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016