[HTML][HTML] A framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs
Abstract Cardiac digital twins (Cardiac Digital Twin (CDT) s) of human electrophysiology
(Electrophysiology (EP)) are digital replicas of patient hearts derived from clinical data that …
(Electrophysiology (EP)) are digital replicas of patient hearts derived from clinical data that …
A completely automated pipeline for 3D reconstruction of human heart from 2D cine magnetic resonance slices
Cardiac magnetic resonance (CMR) imaging is a valuable modality in the diagnosis and
characterization of cardiovascular diseases, since it can identify abnormalities in structure …
characterization of cardiovascular diseases, since it can identify abnormalities in structure …
Registration of 4D cardiac CT sequences under trajectory constraints with multichannel diffeomorphic demons
We propose a framework for the nonlinear spatiotemporal registration of 4D time-series of
images based on the Diffeomorphic Demons (DD) algorithm. In this framework, the 4D …
images based on the Diffeomorphic Demons (DD) algorithm. In this framework, the 4D …
The health digital twin to tackle cardiovascular disease—a review of an emerging interdisciplinary field
G Coorey, GA Figtree, DF Fletcher, VJ Snelson… - NPJ digital …, 2022 - nature.com
Potential benefits of precision medicine in cardiovascular disease (CVD) include more
accurate phenotyping of individual patients with the same condition or presentation, using …
accurate phenotyping of individual patients with the same condition or presentation, using …
MedalCare-XL: 16,900 healthy and pathological synthetic 12 lead ECGs from electrophysiological simulations
Mechanistic cardiac electrophysiology models allow for personalized simulations of the
electrical activity in the heart and the ensuing electrocardiogram (ECG) on the body surface …
electrical activity in the heart and the ensuing electrocardiogram (ECG) on the body surface …
GPU accelerated digital twins of the human heart open new routes for cardiovascular research
The recruitment of patients for rare or complex cardiovascular diseases is a bottleneck for
clinical trials and digital twins of the human heart have recently been proposed as a viable …
clinical trials and digital twins of the human heart have recently been proposed as a viable …
Validation and opportunities of electrocardiographic imaging: from technical achievements to clinical applications
Electrocardiographic imaging (ECGI) reconstructs the electrical activity of the heart from a
dense array of body-surface electrocardiograms and a patient-specific heart-torso geometry …
dense array of body-surface electrocardiograms and a patient-specific heart-torso geometry …
Multi-domain variational autoencoders for combined modeling of MRI-based biventricular anatomy and ECG-based cardiac electrophysiology
Human cardiac function is characterized by a complex interplay of mechanical deformation
and electrophysiological conduction. Similar to the underlying cardiac anatomy, these …
and electrophysiological conduction. Similar to the underlying cardiac anatomy, these …
A foundational vision transformer improves diagnostic performance for electrocardiograms
The electrocardiogram (ECG) is a ubiquitous diagnostic modality. Convolutional neural
networks (CNNs) applied towards ECG analysis require large sample sizes, and transfer …
networks (CNNs) applied towards ECG analysis require large sample sizes, and transfer …
ECGScan: a method for conversion of paper electrocardiographic printouts to digital electrocardiographic files
F Badilini, T Erdem, W Zareba, AJ Moss - Journal of electrocardiology, 2005 - Elsevier
BACKGROUND: Measurements of parameters from electrocardiograms (ECGs) are still
largely performed from paper ECG records. Recent guidelines from regulatory agencies …
largely performed from paper ECG records. Recent guidelines from regulatory agencies …