The Statistical Atlases and Computational Modeling of the Heart (STACOM) workshop has been running annually at MICCAI since 2010. The 13th edition of STACOM workshop is going to be held in conjunction with the MICCAI 2022 in Singapore. The STACOM workshop is aiming to create a collaborative forum for young/senior researchers (engineers, biophysicists, mathematicians) and clinicians, working on: statistical analysis of cardiac morphology and dynamics, computational modelling of the heart and fluid dynamics, data/models sharing, personalisation of cardiac electro-mechanical models, quantitative image analysis and translational methods into clinical practice.
List of accepted papers are avaible now
Workshop program
8:00-8:05 | Welcome |
8:05-9:35 | Regular papers I |
8:05-8:20 | Interpretable Prediction of Post-Infarct Ventricular Arrhythmia using Graph Convolutional Network Buntheng LY, Sonny Finsterbach, Marta Nuñez-Garcia, Pierre Jais, Damien Garreau, Hubert Cochet, Maxime Sermesant |
|
8:20-8:35 | Sensitivity analysis of left atrial wall modeling approaches and inlet/outlet boundary conditions in fluid simulations to predict thrombus formation Carlos Albors Lucas, Jordi Mill, Henrik Kjeldsberg, David Vilades, Andy Luis Olivares, Kristian Valen-Sendstad, Oscar Camara |
|
8:35-8:50 | Deep Computational Model for the Inference of Ventricular Activation Properties Lei Li, Julia Camps, Abhirup Banerjee, Marcel Beetz, Blanca Rodriguez, Vicente Grau |
|
8:50-9:05 | Learning correspondences of cardiac motion using biomechanics-informed modeling Xiaoran Zhang, Chenyu You, Shawn Ahn, Juntang Zhuang, Lawrence Staib, James Duncan |
|
9:05-9:20 | Spatiotemporal Cardiac Statistical Shape Modeling: A Data-Driven Approach Jadie Adams, Shireen Elhabian, Alan Morris, Nawazish Khan |
Keynote speaker: Liang Zhong
INITIATE project - integrated computational modeling of right heart mechanics and blood flow dynamics in congenital heart disease
9:20-10:20 | ![]() |
10:20-10:30 | Coffee break |
10:30-12:00 | LAScarQS Challenge Left Atrial and Scar Quantification & Segmentation |
12:00-14:00 | Lunch & poster Click here to see all the posters |
14:00-15:30 | CMRxMotion Challenge Extreme Cardiac MRI Analysis Challenge under Respiratory Motion |
15:30-15:45 | Coffee break |
15:45-17:00 | Regular papers II |
15:45-16:00 | Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers Zihao Wang, Yingyu Yang, Maxime Sermesant, Hervé Delingette |
|
16:00-16:15 | 3D Mitral Valve Surface Reconstruction from 3D TEE via Graph Neural Networks Matthias Ivantsits, Boris Pfahringer, Markus Huellebrand, Lars Walczak, Lennart Tautz, Olena Nemchyna, Serdar Akansel, Jörg Kempfert, Simon Sündermann, Anja Hennemuth |
|
16:15-16:30 | Efficient MRI Reconstruction with Reinforcement Learning for Automatic Acquisition Stopping Ruru Xu, Ilkay Oksuz |
|
16:30-16:45 | Physics-based deep learning framework to learn and forecast cardiac electrophysiology dynamics Victoriya Kashtanova, Mihaela Pop, Ibrahim Ayed, Patrick Gallinari, Maxime Sermesant |
|
16:45-17:00 | Post-Infarction Risk Prediction with Mesh Classification Networks Marcel Beetz, Jorge Corral Acero, Abhirup Banerjee, Ingo Eitel, Ernesto Zacur, Torben Lange, Thomas Stiermaier, Ruben Evertz, Sören Backhaus, Holger Thiele, Alfonso Bueno-Orovio, Pablo Lamata, Andreas Schuster, Vicente Grau |
17:00-17:10 | Prizes and closing |
Challenges
STACOM 2022 is running two exciting challenges:
CMRxMotion Challenge![]() click here for more CMRxMotion challenge information |
LAScarQS 2022![]() click here for more LAScarQS challenge information |