Digital twin for presurgical assessment of cardiac ablation
Digital twin for presurgical assessment of cardiac ablation
Disciplines
Computer Sciences (50%); Medical Engineering (50%)
Keywords
-
Cardiac Arrhythmias,
Radiofrequency Catheter Ablation,
Mathematical Modelling,
Personalization,
In-Silico Methodology
Cardiac arrhythmias are irregularities of the heartbeat that can seriously affect the life of the patient, and can be fatal in severe cases. A typical treatment for serious cases of arrhythmias is the radiofrequency ablation based on catheterization. This is a minimally invasive therapy that has been practised for many years and proven to be effective. Ablation therapy is typically efficient, however insufficient treatment might occur resulting in a repetition of the procedure. Additionally, catheterization is not exempt from complications that can prolong the procedure and on rare occasions can even lead to the death of the patient. To eliminate complications and to provide a more efficient treatment, different ablation strategies and catheter technologies are being researched, the testing of which heavily relies on animal experimentation. Typically these experiments require large animals, such as pigs, sheep and cows, and are conducted either by using the extracted heart of the animal or by performing the experiment on an alive sedated animal. This research aims to provide accurate complex mathematical models to foster the use of computer simulations to optimize the efficiency and safety of catheterization, thus reducing animal experimentation. Using medical imaging data from patients which have been acquired and transferred following the ethical protocols and with the patients consent, a database of virtual human upper bodies and their internal organs will be created. These virtual bodies will be the digital twins of the patients, on which virtual therapies will be performed. In particular, computer designed catheters will be used and placed within the heart of the digital twin. Virtual catheterization will then be performed using the models developed in the project to accurately describe the biophysics and mechanics of the procedure. Virtual catheterizations will simulate the ablation of the different cardiac areas that are typically targeted by the therapy in the hospitals, providing a personalization framework for the assessment of the procedure.
Research Output
- 7 Publications
- 3 Disseminations
- 4 Scientific Awards
- 1 Fundings
-
2023
Title Mechanoelectric effects in healthy cardiac function and under Left Bundle Branch Block pathology. DOI 10.1016/j.compbiomed.2023.106696 Type Journal Article Author Gsell Maf Journal Computers in biology and medicine Pages 106696 -
2024
Title How Does the Dispersive Patch Affect the Efficacy of Radiofrequency Ablation? DOI 10.22489/cinc.2024.052 Type Conference Proceeding Abstract Author Anees M -
2024
Title Impact ofCatheter Orientation onCardiac Radiofrequency Ablation; In: Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers - 14th International Workshop, STACOM 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Revised Selected Papers DOI 10.1007/978-3-031-52448-6_15 Type Book Chapter Publisher Springer Nature Switzerland -
2023
Title Should I Tilt or Should I Push? Effect of Contact Force and Catheter Inclination in Cardiac Radiofrequency Ablation DOI 10.22489/cinc.2023.036 Type Conference Proceeding Abstract Author Leoni M -
2023
Title Calibration of a three-state cell death model for cardiomyocytes and its application in radiofrequency ablation DOI 10.1088/1361-6579/acdcdd Type Journal Article Author Leoni M Journal Physiological Measurement -
2025
Title Is a single lethal electric field threshold sufficient to characterize the lesion size in computational modeling of cardiac pulsed-field ablation? DOI 10.1016/j.hroo.2025.02.014 Type Journal Article Author Amoros Figueras G Journal Heart rhythm O2 Pages 671-677 -
2025
Title Impact of the dispersive patch placement on dissipated power in radiofrequency ablation for pulmonary vein isolation via a virtual patient study. DOI 10.1038/s41598-025-90158-1 Type Journal Article Author Anees M Journal Scientific reports Pages 6986
-
2023
Link
Title Sharing results in social media Type Engagement focused website, blog or social media channel Link Link -
2022
Link
Title Interview for the local newspaper Die Presse Type A press release, press conference or response to a media enquiry/interview Link Link -
2023
Title Lange Nacht der Forschung Type Participation in an open day or visit at my research institution
-
2025
Title Invited talk at the Conference of the Spanish Network for Computational Cardiac Modeling 2025 Type Personally asked as a key note speaker to a conference Level of Recognition National (any country) -
2024
Title Invited talk at the MSO - Industry 2024 Type Personally asked as a key note speaker to a conference Level of Recognition Continental/International -
2024
Title Named presentation at EUSAAT Congress 2024 Type Personally asked as a key note speaker to a conference Level of Recognition National (any country) -
2023
Title Invited talk at the WPI 2023 Type Personally asked as a key note speaker to a conference Level of Recognition National (any country)
-
2024
Title Advanced Modelling of Pulse Field Ablation to Augment Cardiac Digital Twins for the Treatment of Atrial Fibrillation (PFA-Mod) Type Research grant (including intramural programme) Start of Funding 2024 Funder Austrian Research Promotion Agency