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Robotics and Artificial Intelligence in Endovascular Neurosurgery
The use of artificial intelligence (AI) and robotics in endovascular neurosurgery promises to transform neurovascular care. We present a review of the recently published neurosurgical literature on artificial intelligence and robotics in endovascular neurosurgery to provide insights into the current...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cureus
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971092/ https://www.ncbi.nlm.nih.gov/pubmed/35371874 http://dx.doi.org/10.7759/cureus.23662 |
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author | Bravo, Javier Wali, Arvin R Hirshman, Brian R Gopesh, Tilvawala Steinberg, Jeffrey A Yan, Bernard Pannell, J. Scott Norbash, Alexander Friend, James Khalessi, Alexander A Santiago-Dieppa, David |
author_facet | Bravo, Javier Wali, Arvin R Hirshman, Brian R Gopesh, Tilvawala Steinberg, Jeffrey A Yan, Bernard Pannell, J. Scott Norbash, Alexander Friend, James Khalessi, Alexander A Santiago-Dieppa, David |
author_sort | Bravo, Javier |
collection | PubMed |
description | The use of artificial intelligence (AI) and robotics in endovascular neurosurgery promises to transform neurovascular care. We present a review of the recently published neurosurgical literature on artificial intelligence and robotics in endovascular neurosurgery to provide insights into the current advances and applications of this technology. The PubMed database was searched for "neurosurgery" OR "endovascular" OR "interventional" AND "robotics" OR "artificial intelligence" between January 2016 and August 2021. A total of 1296 articles were identified, and after applying the inclusion and exclusion criteria, 38 manuscripts were selected for review and analysis. These manuscripts were divided into four categories: 1) robotics and AI for the diagnosis of cerebrovascular pathology, 2) robotics and AI for the treatment of cerebrovascular pathology, 3) robotics and AI for training in neuroendovascular procedures, and 4) robotics and AI for clinical outcome optimization. The 38 articles presented include 23 articles on AI-based diagnosis of cerebrovascular disease, 10 articles on AI-based treatment of cerebrovascular disease, two articles on AI-based training techniques for neuroendovascular procedures, and three articles reporting AI prediction models of clinical outcomes in vascular disorders of the brain. Innovation with robotics and AI focus on diagnostic efficiency, optimizing treatment and interventional procedures, improving physician procedural performance, and predicting clinical outcomes with the use of artificial intelligence and robotics. Experimental studies with robotic systems have demonstrated safety and efficacy in treating cerebrovascular disorders, and novel microcatheterization techniques may permit access to deeper brain regions. Other studies show that pre-procedural simulations increase overall physician performance. Artificial intelligence also shows superiority over existing statistical tools in predicting clinical outcomes. The recent advances and current usage of robotics and AI in the endovascular neurosurgery field suggest that the collaboration between physicians and machines has a bright future for the improvement of patient care. The aim of this work is to equip the medical readership, in particular the neurosurgical specialty, with tools to better understand and apply findings from research on artificial intelligence and robotics in endovascular neurosurgery. |
format | Online Article Text |
id | pubmed-8971092 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cureus |
record_format | MEDLINE/PubMed |
spelling | pubmed-89710922022-04-01 Robotics and Artificial Intelligence in Endovascular Neurosurgery Bravo, Javier Wali, Arvin R Hirshman, Brian R Gopesh, Tilvawala Steinberg, Jeffrey A Yan, Bernard Pannell, J. Scott Norbash, Alexander Friend, James Khalessi, Alexander A Santiago-Dieppa, David Cureus Neurosurgery The use of artificial intelligence (AI) and robotics in endovascular neurosurgery promises to transform neurovascular care. We present a review of the recently published neurosurgical literature on artificial intelligence and robotics in endovascular neurosurgery to provide insights into the current advances and applications of this technology. The PubMed database was searched for "neurosurgery" OR "endovascular" OR "interventional" AND "robotics" OR "artificial intelligence" between January 2016 and August 2021. A total of 1296 articles were identified, and after applying the inclusion and exclusion criteria, 38 manuscripts were selected for review and analysis. These manuscripts were divided into four categories: 1) robotics and AI for the diagnosis of cerebrovascular pathology, 2) robotics and AI for the treatment of cerebrovascular pathology, 3) robotics and AI for training in neuroendovascular procedures, and 4) robotics and AI for clinical outcome optimization. The 38 articles presented include 23 articles on AI-based diagnosis of cerebrovascular disease, 10 articles on AI-based treatment of cerebrovascular disease, two articles on AI-based training techniques for neuroendovascular procedures, and three articles reporting AI prediction models of clinical outcomes in vascular disorders of the brain. Innovation with robotics and AI focus on diagnostic efficiency, optimizing treatment and interventional procedures, improving physician procedural performance, and predicting clinical outcomes with the use of artificial intelligence and robotics. Experimental studies with robotic systems have demonstrated safety and efficacy in treating cerebrovascular disorders, and novel microcatheterization techniques may permit access to deeper brain regions. Other studies show that pre-procedural simulations increase overall physician performance. Artificial intelligence also shows superiority over existing statistical tools in predicting clinical outcomes. The recent advances and current usage of robotics and AI in the endovascular neurosurgery field suggest that the collaboration between physicians and machines has a bright future for the improvement of patient care. The aim of this work is to equip the medical readership, in particular the neurosurgical specialty, with tools to better understand and apply findings from research on artificial intelligence and robotics in endovascular neurosurgery. Cureus 2022-03-30 /pmc/articles/PMC8971092/ /pubmed/35371874 http://dx.doi.org/10.7759/cureus.23662 Text en Copyright © 2022, Bravo et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Neurosurgery Bravo, Javier Wali, Arvin R Hirshman, Brian R Gopesh, Tilvawala Steinberg, Jeffrey A Yan, Bernard Pannell, J. Scott Norbash, Alexander Friend, James Khalessi, Alexander A Santiago-Dieppa, David Robotics and Artificial Intelligence in Endovascular Neurosurgery |
title | Robotics and Artificial Intelligence in Endovascular Neurosurgery |
title_full | Robotics and Artificial Intelligence in Endovascular Neurosurgery |
title_fullStr | Robotics and Artificial Intelligence in Endovascular Neurosurgery |
title_full_unstemmed | Robotics and Artificial Intelligence in Endovascular Neurosurgery |
title_short | Robotics and Artificial Intelligence in Endovascular Neurosurgery |
title_sort | robotics and artificial intelligence in endovascular neurosurgery |
topic | Neurosurgery |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971092/ https://www.ncbi.nlm.nih.gov/pubmed/35371874 http://dx.doi.org/10.7759/cureus.23662 |
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