Multi-atlas segmentation of the aorta from 4D PC-MRI: comparison of several fusion strategies
Diana Marin, Arnaud Boucher, Siyu Lin, Chloe Bernard, Marie-Catherine Morgant, Alexandre Cochet, Alain Lalande, Olivier Bouchot, Benoit Presles
Quality-aware cine cardiac MRI reconstruction and analysis from undersampled k-space data
Inês Machado, Esther Puyol-Antón, Kerstin Hammernik, Gastão Cruz, Devran Ugurlu, Bram Ruijsink, Miguel Castelo-Branco, Alistair Young, Claudia Prietro, Julia Schnabel, Andrew King
Coronary artery centerline refinement using GCN trained with synthetic data
Zhanqiang Guo, Yifan Zhang, Jianjiang Feng, Eddy Yang, Lan Qin, Jie Zhou
Novel imaging biomarkers to evaluate heart dysfunction post-chemotherapy: a preclinical MR feasibility study
Peter Lin, Terenz Escartin, Matthew Ng, Melissa Larsen, Jen Barry, Idan Roifman, Mihaela Pop
A bi-atrial statistical shape model as a basis to classify left atrial enlargement from simulated and clinical 12-lead ECGs
Claudia Nagel, Matthias Schaufelberger, Olaf Doessel, Axel Loewe
Vessel extraction and analysis of aortic dissection
Hui Fang, Zhanqiang Guo, Guozhu Shao, Zimeng Tan, Jinyang Yu, Jia Liu, Yukun Cao, Jie Zhou, Heshui Shi, Jianjiang Feng
The impact of domain shift on left and right ventricle segmentation in short axis cardiac MR images
Devran Ugurlu, Esther Puyol-Antón, Bram Ruijsink, Alistair Young, Inês Machado, Kerstin Hammernik, Andrew King, Julia Schnabel
Characterizing myocardial ischemia and reperfusion patterns with hierarchical manifold learning
Benoît Freiche, Patrick Clarysse, Magalie Viallon, Pierre Croisille, Nicolas Duchateau
Generating subpopulation-specific biventricular anatomy models using conditional point cloud variational autoencoders
Marcel Beetz, Abhirup Banerjee, Vicente Grau
Improved AI-based segmentation of apical and basal slices from clinical cine CMR
Jorge Mariscal Harana, Naomi Kifle, Reza Razavi, Andrew King, Bram Ruijsink, Esther Puyol-Antón
Mesh convolutional neural networks for wall shear stress estimation in 3D artery models
Julian Suk, Pim de Haan, Phillip Lippe, Christoph Brune, Jelmer Wolterink
Hierarchical multi-modality prediction model to assess obesity-related remodelling
Gabriel Bernardino, Patrick Clarysse, Alvaro Sepúlveda-Martínez, Merida Rodríguez-López, Susanna Prat-Gonzalez, Marta Sitges, Eduard Gratacós, Fatima Crispi, Nicolas Duchateau
Neural Plaque Angular Characterizer
Hyungjoo Cho, Hyun-Seok Min, Soo-Jin Kang, Dongmin Choi, Hwiyoung Kim
Simultaneous segmentation and motion estimation of left ventricular myocardium in 3D echocardiography using multi-task learning
Kevin Ta, Shawn Ahn, John Stendahl, Jonathan Langdon, Albert Sinusas, James Duncan
SPHARM-based statistical shape analysis of the tricuspid valve in hypoplastic left heart syndrome
Jared Vicory, Christian Herz, David Allemang, Hannah Nam, Alana Cianciulli, Chad Vigil, Ye Han, Matthew Jolley, Beatriz Paniagua
An unsupervised 3D recurrent neural networkfor slice misalignment correction in cardiac MR imaging
Qi Chang, Zhennan Yan, Meng Ye, Kanski Mikael, Subhi Al’Aref, Leon Axel, Dimitris Metaxas
Unsupervised multi-modality registration network based on spatially encoded gradient information
Wangbin Ding, Lei Li, Liqin Huang, Xiahai Zhuang
In-silico analysis of device-related thrombosis for different left atrial appendage occluder settings
Eric Planas, Jordi Mill, Andy Olivares, Xabier Morales, Maria Isabel Pons, Xavier Iriart, Hubert Cochet, Oscar Camara
Valve flattening with functional biomarkers for the assessment of mitral valve repair
Paula Casademunt, Oscar Camara, Bart Bijnens, Hernán G. Morales
Multi-modality cardiac segmentation via mixing domains for unsupervised adaptation
Fuping Wu, Lei Li, Xiahai Zhuang
Uncertainty-aware training for cardiac resynchronisation therapy response prediction
Tareen Dawood
Cross-domain artefact correction of cardiac MRI
Caner Ozer, Ilkay Oksuz
Detection and classification of coronary artery plaques in coronary computed tomography angiography using 3D CNN
Jun-Ting Chen, Yu-Cheng Huang, Holger Roth, Dong Yang, Chih-Kuo Lee, Wen-Jeng Lee, Tzung-Dau Wang, Cheng-Ying Chou, Weichung Wang
Predicting 3D cardiac deformations with point cloud autoencoders
Marcel Beetz, Julius Ossenberg-Engels, Abhirup Banerjee, Vicente Grau
Influence of morphometric and mechanical factors in the configuration of thoracic aorta finite element modeling
Ruifen Zhang, Monica Sigovan, Patrick Clarysse