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Mapping of Neuro-Cardiac Electrophysiology: Interlinking Epilepsy and Arrhythmia
The interplay between neurology and cardiology has gained significant attention in recent years, particularly regarding the shared pathophysiological mechanisms and clinical comorbidities observed in epilepsy and arrhythmias. Neuro-cardiac electrophysiology mapping involves the comprehensive assessm...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607576/ https://www.ncbi.nlm.nih.gov/pubmed/37887880 http://dx.doi.org/10.3390/jcdd10100433 |
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author | Senapati, Sidhartha G. Bhanushali, Aditi K. Lahori, Simmy Naagendran, Mridula Sree Sriram, Shreya Ganguly, Arghyadeep Pusa, Mounika Damani, Devanshi N. Kulkarni, Kanchan Arunachalam, Shivaram P. |
author_facet | Senapati, Sidhartha G. Bhanushali, Aditi K. Lahori, Simmy Naagendran, Mridula Sree Sriram, Shreya Ganguly, Arghyadeep Pusa, Mounika Damani, Devanshi N. Kulkarni, Kanchan Arunachalam, Shivaram P. |
author_sort | Senapati, Sidhartha G. |
collection | PubMed |
description | The interplay between neurology and cardiology has gained significant attention in recent years, particularly regarding the shared pathophysiological mechanisms and clinical comorbidities observed in epilepsy and arrhythmias. Neuro-cardiac electrophysiology mapping involves the comprehensive assessment of both neural and cardiac electrical activity, aiming to unravel the intricate connections and potential cross-talk between the brain and the heart. The emergence of artificial intelligence (AI) has revolutionized the field by enabling the analysis of large-scale data sets, complex signal processing, and predictive modeling. AI algorithms have been applied to neuroimaging, electroencephalography (EEG), electrocardiography (ECG), and other diagnostic modalities to identify subtle patterns, classify disease subtypes, predict outcomes, and guide personalized treatment strategies. In this review, we highlight the potential clinical implications of neuro-cardiac mapping and AI in the management of epilepsy and arrhythmias. We address the challenges and limitations associated with these approaches, including data quality, interpretability, and ethical considerations. Further research and collaboration between neurologists, cardiologists, and AI experts are needed to fully unlock the potential of this interdisciplinary field. |
format | Online Article Text |
id | pubmed-10607576 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-106075762023-10-28 Mapping of Neuro-Cardiac Electrophysiology: Interlinking Epilepsy and Arrhythmia Senapati, Sidhartha G. Bhanushali, Aditi K. Lahori, Simmy Naagendran, Mridula Sree Sriram, Shreya Ganguly, Arghyadeep Pusa, Mounika Damani, Devanshi N. Kulkarni, Kanchan Arunachalam, Shivaram P. J Cardiovasc Dev Dis Review The interplay between neurology and cardiology has gained significant attention in recent years, particularly regarding the shared pathophysiological mechanisms and clinical comorbidities observed in epilepsy and arrhythmias. Neuro-cardiac electrophysiology mapping involves the comprehensive assessment of both neural and cardiac electrical activity, aiming to unravel the intricate connections and potential cross-talk between the brain and the heart. The emergence of artificial intelligence (AI) has revolutionized the field by enabling the analysis of large-scale data sets, complex signal processing, and predictive modeling. AI algorithms have been applied to neuroimaging, electroencephalography (EEG), electrocardiography (ECG), and other diagnostic modalities to identify subtle patterns, classify disease subtypes, predict outcomes, and guide personalized treatment strategies. In this review, we highlight the potential clinical implications of neuro-cardiac mapping and AI in the management of epilepsy and arrhythmias. We address the challenges and limitations associated with these approaches, including data quality, interpretability, and ethical considerations. Further research and collaboration between neurologists, cardiologists, and AI experts are needed to fully unlock the potential of this interdisciplinary field. MDPI 2023-10-18 /pmc/articles/PMC10607576/ /pubmed/37887880 http://dx.doi.org/10.3390/jcdd10100433 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Senapati, Sidhartha G. Bhanushali, Aditi K. Lahori, Simmy Naagendran, Mridula Sree Sriram, Shreya Ganguly, Arghyadeep Pusa, Mounika Damani, Devanshi N. Kulkarni, Kanchan Arunachalam, Shivaram P. Mapping of Neuro-Cardiac Electrophysiology: Interlinking Epilepsy and Arrhythmia |
title | Mapping of Neuro-Cardiac Electrophysiology: Interlinking Epilepsy and Arrhythmia |
title_full | Mapping of Neuro-Cardiac Electrophysiology: Interlinking Epilepsy and Arrhythmia |
title_fullStr | Mapping of Neuro-Cardiac Electrophysiology: Interlinking Epilepsy and Arrhythmia |
title_full_unstemmed | Mapping of Neuro-Cardiac Electrophysiology: Interlinking Epilepsy and Arrhythmia |
title_short | Mapping of Neuro-Cardiac Electrophysiology: Interlinking Epilepsy and Arrhythmia |
title_sort | mapping of neuro-cardiac electrophysiology: interlinking epilepsy and arrhythmia |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607576/ https://www.ncbi.nlm.nih.gov/pubmed/37887880 http://dx.doi.org/10.3390/jcdd10100433 |
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