Journal article
Multi-domain variational autoencoders for combined modeling of MRI-based biventricular anatomy and ECG-based cardiac electrophysiology
- Abstract:
-
Human cardiac function is characterized by a complex interplay of mechanical deformation and electrophysiological conduction. Similar to the underlying cardiac anatomy, these interconnected physiological patterns vary considerably across the human population with important implications for the effectiveness of clinical decision-making and the accuracy of computerized heart models. While many previous works have investigated this variability separately for either cardiac anatomy or physiology,...
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- Publication status:
- Published
- Peer review status:
- Peer reviewed
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Funding
Bibliographic Details
- Publisher:
- Frontiers Media Publisher's website
- Journal:
- Frontiers in Physiology Journal website
- Volume:
- 13
- Article number:
- 886723
- Publication date:
- 2022-06-08
- Acceptance date:
- 2022-05-02
- DOI:
- EISSN:
-
1664-042X
- Pmid:
-
35755443
Item Description
- Language:
- English
- Keywords:
- Pubs id:
-
1265962
- Local pid:
- pubs:1265962
- Deposit date:
- 2022-10-21
Terms of use
- Copyright holder:
- Beetz et al.
- Copyright date:
- 2022
- Rights statement:
- Copyright © 2022 Beetz, Banerjee and Grau. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
- Licence:
- CC Attribution (CC BY)
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