Computer Vision News - October 2022

52 MICCAI Workshop: STACOM MICCAI has finally started here in Singapore. The first day hosts a bunch of workshops, and I was visiting STACOM - Statistical Atlases and Computational Modeling of the Heart , which has been around for 13 years now, and is organized by a great team of researchers- Alistair Young (King’s College London), Maxime Sermesant (Inria, France), Oscar Camara (Universitat Pompeu Fabra, Spain), Esther Puyol Antón (KCL), and Avan Suinesiaputra (KCL). We started with a talk from Victoriya Kashtanova on cardiac electrophysiologicalmodellingwhocombined single EP Mitchell-Schaeffer models with a DL-based approach (ResNet) to achieve personalization of the action potential. Carlos Albors Lucas followed with his work on computational models to analyze haemodynamics from dynamic CTs. He presented his method DM-DCT, highlighting the importance of LA wall motion for thrombus estimation. Lei Li showed how to combine CMR, ECG and patient metadata (age, sex, BMI) using a VAE and a point cloud input to predict conduction velocity and root nodes, to identify myocardial infarction. After Xiaoran Zhang who talked about his project on Biomechanics informed Modeling for cardiac image registration, By Marica Muffoletto Marica is currently working at her CDT in Smart Medical Imaging at King’s College London. She is also Engineering Editor at Computer Vision News since 2020. Find her on Twitter @maricas8. STATISTICAL ATLASES AND COMPUTATIONAL MODELING OF THE HEART BEST OF MICCAI