Accepted Regular Papers

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