Conference Agenda

DATA-DRIVEN FSI SIMULATION OF VENTRICLE AND AORTA INTEGRATING IN VIVO AND IN SILICO DATA

M. A. Scarpolini^1,2, G. Piumini³, F. Cademartiri⁴, S. Celi¹, F. Viola⁵

¹BioCardioLab, Fondazione Toscana Gabriele Monasterio, Italy; ²University of Rome “Tor Vergata”, Italy; ³University of Twente, The Netherlands; ⁴Clinical Imaging Department, Fondazione Toscana Gabriele Monasterio, Italy; ⁵GSSI (Gran Sasso Science Institute), L’Aquila, Italy

A CT-BASED DEEP LEARNING SYSTEM FOR AUTOMATIC ASSESSMENT OF AORTIC ROOT MORPHOLOGY FOR TAVI PLANNING

S. Saitta¹, F. Sturla^2,1, R. Gorla², O. Oliva², E. Votta^1,2, F. Bedogni², A. Redaelli¹

¹Politecnico di Milano, Italy; ²IRCCS Policlinico San Donato, Italy

DATA-DRIVEN METHODS FOR PATIENT-SPECIFIC REDUCED ORDER MODELING OF COMPLEX AORTIC FLOWS

C. Chatpattanasiri^1,2, G. Franzetti¹, V. Diaz-Zuccarini^1,2, S. Balabani^1,2

¹Department of Mechanical Engineering, University College London, London, UK; ²Wellcome/EPSRC Centre for Interventional and Surgical Sciences (WEISS), Department of Medical Physics and Biomedical Engineering, University College London, London, UK

AORTIC SEGMENTATION VIA SYNTHETIC DATA AUGMENTATION STRATEGY FROM PC-MRI SMALL DATASET

S. Garzia^1,2, M. A. Scarpolini^1,3, M. Mazzoli^1,2, A. Monteleone⁴, F. Cademartiri⁴, S. Celi¹

¹BioCardioLab - Fondazione Toscana Gabriele Monasterio, Italy; ²Department of Information Engineering, University of Pisa, Italy; ³Department of Industrial Engineering, University of Rome "Tor Vergata", Italy; ⁴Clinical Imaging Department, Fondazione Toscana Gabriele Monasterio, Italy

DEEP RESIDUAL AMBIVALENT GRAPH CONVOLUTIONAL NETWORKS FOR BIOMARKER PREDICTION IN LARGE VESSEL NETWORKS

A. B. Drysdale¹, H. Arora¹, A. Davies², R. van Loon¹

¹Swansea University, United Kingdom; ²United Kingdom Atom Energy Authority, Culham Centre for Fusion Energy

IMPLEMENTING DIGITAL TWINS OF THE CARDIOVASCULAR SYSTEM IN CLINICAL SETTINGS: AN AUTOMATED DEEP LEARNING PIPELINE

M. A. Scarpolini^1,2, M. Mazzoli^1,3, S. Garzia^1,3, A. Monteleone⁴, S. Celi¹

¹BioCardioLab, Fondazione Toscana Gabriele Monasterio, Italy; ²University of Rome “Tor Vergata”, Italy; ³Department of Information Engineering, University of Pisa, Italy; ⁴Clinical Imaging Department, Fondazione Toscana Gabriele Monasterio, Italy