Cargando…

Automatic 3D Surface Reconstruction of the Left Atrium From Clinically Mapped Point Clouds Using Convolutional Neural Networks

Point clouds are a widely used format for storing information in a memory-efficient and easily manipulatable representation. However, research in the application of point cloud mapping and subsequent organ reconstruction with deep learning, is limited. In particular, current methods for left atrium...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xiong, Zhaohan, Stiles, Martin K., Yao, Yan, Shi, Rui, Nalar, Aaqel, Hawson, Josh, Lee, Geoffrey, Zhao, Jichao
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Physiology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9092219/ https://www.ncbi.nlm.nih.gov/pubmed/35574484 http://dx.doi.org/10.3389/fphys.2022.880260

Ejemplares similares

A Machine Learning Aided Systematic Review and Meta-Analysis of the Relative Risk of Atrial Fibrillation in Patients With Diabetes Mellitus
por: Xiong, Zhaohan, et al.
Publicado: (2018)

Rule-based definition of muscle bundles in patient-specific models of the left atrium
por: Rossi, Simone, et al.
Publicado: (2022)

Novel Radiofrequency Ablation Strategies for Terminating Atrial Fibrillation in the Left Atrium: A Simulation Study
por: Bayer, Jason D., et al.
Publicado: (2016)

Automatic Reconstruction of Multi-Level Indoor Spaces from Point Cloud and Trajectory
por: Lim, Gahyeon, et al.
Publicado: (2021)

The Impact of Left Atrium Appendage Morphology on Stroke Risk Assessment in Atrial Fibrillation: A Computational Fluid Dynamics Study
por: Masci, Alessandro, et al.
Publicado: (2019)

POD-Enhanced Deep Learning-Based Reduced Order Models for the Real-Time Simulation of Cardiac Electrophysiology in the Left Atrium
por: Fresca, Stefania, et al.
Publicado: (2021)

Automatic Indoor Reconstruction from Point Clouds in Multi-room Environments with Curved Walls
por: Yang, Fan, et al.
Publicado: (2019)

An Optimized Convolutional Neural Network for the 3D Point-Cloud Compression
por: Luo, Guoliang, et al.
Publicado: (2023)

Automatic Detection of Atrial Fibrillation Based on Continuous Wavelet Transform and 2D Convolutional Neural Networks
por: He, Runnan, et al.
Publicado: (2018)

S-Net: a multiple cross aggregation convolutional architecture for automatic segmentation of small/thin structures for cardiovascular applications
por: Mu, Nan, et al.
Publicado: (2023)

Case Report: Reconstruction of the Right Atrium With the Left Atrial Appendage
por: Jiang, Xuan, et al.
Publicado: (2021)

Left atrium surface mesh reconstruction from cardiac MRI
por: Sharp, A, et al.
Publicado: (2023)

Autoencoders Based on 2D Convolution Implemented for Reconstruction Point Clouds from Line Laser Sensors
por: Klarák, Jaromír, et al.
Publicado: (2023)

One-point posterior ablation for complete isolation of the posterior left atrium
por: Kawajiri, Kohei, et al.
Publicado: (2020)

GC-MLP: Graph Convolution MLP for Point Cloud Analysis
por: Wang, Yong, et al.
Publicado: (2022)

Mini Review: Deep Learning for Atrial Segmentation From Late Gadolinium-Enhanced MRIs
por: Jamart, Kevin, et al.
Publicado: (2020)

Myxoma in Left Atrium
por: Raut, Monish S., et al.
Publicado: (2017)

Flambeau in the left atrium
por: Hasija, Suruchi, et al.
Publicado: (2015)

Anomalous coronary venous drainage into the left atrium
por: Abazid, Rami M, et al.
Publicado: (2023)

Cost Effective Mobile Mapping System for Color Point Cloud Reconstruction
por: Peng, Cheng-Wei, et al.
Publicado: (2020)

Cardiac rhabdomyosarcoma of the left atrium
por: Dirican, Ahmet, et al.
Publicado: (2014)

Unexpected Mass in the Left Atrium
por: Guimarães, Tatiana, et al.
Publicado: (2018)

Anatomical barriers in the right atrium to the coronary sinus cannulation
por: Klimek-Piotrowska, Wiesława, et al.
Publicado: (2016)

What are double-outlet left atrium and double-outlet right atrium?
por: Praagh, Richard Van
Publicado: (2013)

A Simple Method for Automatic 3D Reconstruction of Coronary Arteries From X-Ray Angiography
por: Hwang, Minki, et al.
Publicado: (2021)

Automatic generation of structural geometric digital twins from point clouds
por: Mirzaei, Kaveh, et al.
Publicado: (2022)

Learning Polynomial-Based Separable Convolution for 3D Point Cloud Analysis
por: Yu, Ruixuan, et al.
Publicado: (2021)

Acute pressure overload of the right ventricle. Comparison of two models of right-left shunt. Pulmonary artery to left atrium and right atrium to left atrium: experimental study
por: Argiriou, Mihalis, et al.
Publicado: (2011)

Left Atrium Wall-mapping Application for Wall Thickness Visualisation
por: Sun, Jing-Yi, et al.
Publicado: (2018)

Detail Preserved Surface Reconstruction from Point Cloud
por: Zhou, Yang, et al.
Publicado: (2019)

Reconstructing Floorplans from Point Clouds Using GAN
por: Jin, Tianxing, et al.
Publicado: (2023)

Flow vortex quantification in the left atrium
por: Pal, Prasanta, et al.
Publicado: (2012)

Metastatic pleomorphic sarcoma to left atrium
por: Hawasli, Ammar H, et al.
Publicado: (2009)

Giant Left Atrium: A Review
por: El Maghraby, Ahmed, et al.
Publicado: (2012)

“Puffing” Left Atrium in a Smoker!
por: Deora, Surender, et al.
Publicado: (2015)

Blooming Flower in Misty Left Atrium
por: Tarikere Hemaraju, Shivashankara, et al.
Publicado: (2015)

Countless uninvited guests in left atrium
por: Jang, Ji-Yong, et al.
Publicado: (2020)

String-Like Structure in the Left Atrium
por: Yamaguchi, Madoka, et al.
Publicado: (2021)

Multimodality Imaging in the Study of the Left Atrium
por: Moral, Sergio, et al.
Publicado: (2022)

Congenital aneurysm of both left ventricle and left atrium
por: Halas, Ryan F, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_ccrvkhk3ci87j4krearrbro06f