ORIGINAL RESEARCH
Published on 07 Mar 2022
Fast Characterization of Inducible Regions of Atrial Fibrillation Models With Multi-Fidelity Gaussian Process Classification
doi 10.3389/fphys.2022.757159
- 1,866 views
- 12 citations
- Frontiers in Physiology
- Computational Physiology and Medicine
- Research Topics
- Artificial Intelligence in Heart Modelling
Artificial Intelligence in Heart Modelling
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Articles
CORRECTION
Published on 09 Nov 2021
Corrigendum: Reinforcement Learning to Improve Image-Guidance of Ablation Therapy for Atrial Fibrillation
doi 10.3389/fphys.2021.799585
- 636 views
ORIGINAL RESEARCH
Published on 08 Nov 2021
Combined In-silico and Machine Learning Approaches Toward Predicting Arrhythmic Risk in Post-infarction Patients
doi 10.3389/fphys.2021.745349
- 4,241 views
- 11 citations
ORIGINAL RESEARCH
Published on 25 Oct 2021
Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning
doi 10.3389/fphys.2021.740306
- 1,425 views
- 6 citations
ORIGINAL RESEARCH
Published on 18 Oct 2021
Extrapolation of Ventricular Activation Times From Sparse Electroanatomical Data Using Graph Convolutional Neural Networks
doi 10.3389/fphys.2021.694869
- 2,130 views
- 4 citations
ORIGINAL RESEARCH
Published on 14 Oct 2021
Efficient Ventricular Parameter Estimation Using AI-Surrogate Models
doi 10.3389/fphys.2021.732351
- 1,915 views
- 5 citations
CORRECTION
Published on 04 Oct 2021
Corrigendum: Bayesian Calibration of Electrophysiology Models Using Restitution Curve Emulators
doi 10.3389/fphys.2021.765622
- 775 views
ORIGINAL RESEARCH
Published on 30 Sep 2021
Uncertainty Quantification of Regional Cardiac Tissue Properties in Arrhythmogenic Cardiomyopathy Using Adaptive Multiple Importance Sampling
doi 10.3389/fphys.2021.738926
- 2,705 views
- 16 citations
ORIGINAL RESEARCH
Published on 27 Sep 2021
ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic Dissection
doi 10.3389/fphys.2021.732711
- 5,778 views
- 26 citations
ORIGINAL RESEARCH
Published on 22 Sep 2021
POD-Enhanced Deep Learning-Based Reduced Order Models for the Real-Time Simulation of Cardiac Electrophysiology in the Left Atrium
doi 10.3389/fphys.2021.679076
- 3,489 views
- 32 citations
ORIGINAL RESEARCH
Published on 16 Sep 2021
An Implementation of Patient-Specific Biventricular Mechanics Simulations With a Deep Learning and Computational Pipeline
doi 10.3389/fphys.2021.716597
- 3,043 views
- 19 citations
ORIGINAL RESEARCH
Published on 01 Sep 2021
Clinically-Driven Virtual Patient Cohorts Generation: An Application to Aorta
doi 10.3389/fphys.2021.713118
- 3,912 views
- 23 citations
