AI-enhanced cardiac digital twins extend drug proarrhythmic risk assessment through experimental data uncertainty propagation and overdose exploration: A loperamide case study
Publications
•

May 23, 2026

AI-enhanced cardiac digital twins extend drug proarrhythmic risk assessment through experimental data uncertainty propagation and overdose exploration: A loperamide case study

In this study we investigate how experimental ion channel variability and extreme drug exposure jointly shape the concentration- QT relationship and proarrhythmic risk profile of

Advancing aortic stenosis assessment: Validation of fluid–structure interaction models against 4D flow MRI data
Publications
•

April 4, 2026

Advancing aortic stenosis assessment: Validation of fluid–structure interaction models against 4D flow MRI data

Our results demonstrate the models’ capacity to accurately replicate flow dynamics. In addition, we illustrate how computational models can serve as valuable cross-checks to reduce noise and

Electromechanical computational modeling of heart failure provides extensive analysis of cardiac pathophysiological features
Publications
•

January 13, 2026

Electromechanical computational modeling of heart failure provides extensive analysis of cardiac pathophysiological features

By accurately replicating pressure-volume loop characteristics and hemodynamic alterations commonly seen in clinical settings, this model enhances the understanding of HFrEF and may support the

Can in silico models predict drug-induced cardiac risk in vulnerable populations?
Publications
•

December 8, 2025

Can in silico models predict drug-induced cardiac risk in vulnerable populations?

AWARDED 2026 SPS PUBLICATION. These findings demonstrate that computational models capture variability in drug response across pathologies and sexes, offering a predictive framework for preclinical

A multi-component, multi-physics computational model for solving coupled cardiac electromechanics and vascular haemodynamics
Publications
•

November 1, 2025

A multi-component, multi-physics computational model for solving coupled cardiac electromechanics and vascular haemodynamics

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING JOURNAL. This paper presents an innovative approach that couples a 3D electromechanical model of the heart with a 3D fluid mechanics model of

Replicating clinical placebo effects in computational trials: Bridging the gap between in silico and clinical studies
Publications
•

October 18, 2025

Replicating clinical placebo effects in computational trials: Bridging the gap between in silico and clinical studies

Paper of the Year Award 2025 from The Journal of Precision Medicine: Health and Disease - The work addresses the long-standing gap in computational trials of reproducing clinical placebo effects in

Digital twins and Big AI: the future of truly individualised healthcare
Publications
•

August 1, 2025

Digital twins and Big AI: the future of truly individualised healthcare

Digital twins and AI are converging to shape the future of healthcare, a powerful concept now known as Big

Computational fluid dynamics for vascular assessment in hepatobiliopancreatic surgery: a pilot study and future perspectives
Publications
•

April 1, 2025

Computational fluid dynamics for vascular assessment in hepatobiliopancreatic surgery: a pilot study and future perspectives

The purpose of our study is to describe the feasibility of a computational fluid dynamics model to predict hepatic artery flow and its variations following gastroduodenal (GDA) or common hepatic

A porohyperelastic scheme targeted at High-Performance Computing frameworks for the simulation of the intervertebral disc
Publications
•

February 18, 2025

A porohyperelastic scheme targeted at High-Performance Computing frameworks for the simulation of the intervertebral disc

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE JOURNAL. The objective of this study is to present framework, validated both against literature and experiments, aiming to enable intervertebral disc

Fast and accurate prediction of drug induced proarrhythmic risk with sex specific cardiac emulators
Publications
•

December 26, 2024

Fast and accurate prediction of drug induced proarrhythmic risk with sex specific cardiac emulators

Our results show significant differences between 3D and 0D single-cell models as risk levels increase, underscoring the ability of 3D modeling to capture more complex cardiac

Impact of Geometric Simplifications on Cardiac Computational Models of Electrophysiology to Assess Cardiac Resynchronization Therapy interaction models against 4D flow MRI data 
Publications
•

December 25, 2024

Impact of Geometric Simplifications on Cardiac Computational Models of Electrophysiology to Assess Cardiac Resynchronization Therapy interaction models against 4D flow MRI data 

The objectives of our work are to create computational models of electrophysiology of human cardiac anatomies with a range of detail, reproduce a LBBB population of patients with and without CRT

A pipeline for developing digital cardiac twins integrating cardiovascular magnetic resonance and electrocardiographic imaging: results from the MyoFit46 study 
Publications
•

October 28, 2024

A pipeline for developing digital cardiac twins integrating cardiovascular magnetic resonance and electrocardiographic imaging: results from the MyoFit46 study 

This study presents a proof-of-principle pipeline to build personalized digital cardiac twins by integrating cardiovascular MRI and electrocardiographic