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The future of artificial intelligence in neurosurgery: A narrative review
BACKGROUND: Artificial intelligence (AI) and machine learning (ML) algorithms are on the tremendous rise for being incorporated into the field of neurosurgery. AI and ML algorithms are different from other technological advances as giving the capability for the computer to learn, reason, and problem...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Scientific Scholar
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9699882/ https://www.ncbi.nlm.nih.gov/pubmed/36447868 http://dx.doi.org/10.25259/SNI_877_2022 |
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author | Iqbal, Javed Jahangir, Kainat Mashkoor, Yusra Sultana, Nazia Mehmood, Dalia Ashraf, Mohammad Iqbal, Ather Hafeez, Muhammad Hassan |
author_facet | Iqbal, Javed Jahangir, Kainat Mashkoor, Yusra Sultana, Nazia Mehmood, Dalia Ashraf, Mohammad Iqbal, Ather Hafeez, Muhammad Hassan |
author_sort | Iqbal, Javed |
collection | PubMed |
description | BACKGROUND: Artificial intelligence (AI) and machine learning (ML) algorithms are on the tremendous rise for being incorporated into the field of neurosurgery. AI and ML algorithms are different from other technological advances as giving the capability for the computer to learn, reason, and problem-solving skills that a human inherits. This review summarizes the current use of AI in neurosurgery, the challenges that need to be addressed, and what the future holds. METHODS: A literature review was carried out with a focus on the use of AI in the field of neurosurgery and its future implication in neurosurgical research. RESULTS: The online literature on the use of AI in the field of neurosurgery shows the diversity of topics in terms of its current and future implications. The main areas that are being studied are diagnostic, outcomes, and treatment models. CONCLUSION: Wonders of AI in the field of medicine and neurosurgery hold true, yet there are a lot of challenges that need to be addressed before its implications can be seen in the field of neurosurgery from patient privacy, to access to high-quality data and overreliance on surgeons on AI. The future of AI in neurosurgery is pointed toward a patient-centric approach, managing clinical tasks, and helping in diagnosing and preoperative assessment of the patients. |
format | Online Article Text |
id | pubmed-9699882 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Scientific Scholar |
record_format | MEDLINE/PubMed |
spelling | pubmed-96998822022-11-28 The future of artificial intelligence in neurosurgery: A narrative review Iqbal, Javed Jahangir, Kainat Mashkoor, Yusra Sultana, Nazia Mehmood, Dalia Ashraf, Mohammad Iqbal, Ather Hafeez, Muhammad Hassan Surg Neurol Int Review Article BACKGROUND: Artificial intelligence (AI) and machine learning (ML) algorithms are on the tremendous rise for being incorporated into the field of neurosurgery. AI and ML algorithms are different from other technological advances as giving the capability for the computer to learn, reason, and problem-solving skills that a human inherits. This review summarizes the current use of AI in neurosurgery, the challenges that need to be addressed, and what the future holds. METHODS: A literature review was carried out with a focus on the use of AI in the field of neurosurgery and its future implication in neurosurgical research. RESULTS: The online literature on the use of AI in the field of neurosurgery shows the diversity of topics in terms of its current and future implications. The main areas that are being studied are diagnostic, outcomes, and treatment models. CONCLUSION: Wonders of AI in the field of medicine and neurosurgery hold true, yet there are a lot of challenges that need to be addressed before its implications can be seen in the field of neurosurgery from patient privacy, to access to high-quality data and overreliance on surgeons on AI. The future of AI in neurosurgery is pointed toward a patient-centric approach, managing clinical tasks, and helping in diagnosing and preoperative assessment of the patients. Scientific Scholar 2022-11-18 /pmc/articles/PMC9699882/ /pubmed/36447868 http://dx.doi.org/10.25259/SNI_877_2022 Text en Copyright: © 2022 Surgical Neurology International https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-Share Alike 4.0 License, which allows others to remix, transform, and build upon the work non-commercially, as long as the author is credited and the new creations are licensed under the identical terms. |
spellingShingle | Review Article Iqbal, Javed Jahangir, Kainat Mashkoor, Yusra Sultana, Nazia Mehmood, Dalia Ashraf, Mohammad Iqbal, Ather Hafeez, Muhammad Hassan The future of artificial intelligence in neurosurgery: A narrative review |
title | The future of artificial intelligence in neurosurgery: A narrative review |
title_full | The future of artificial intelligence in neurosurgery: A narrative review |
title_fullStr | The future of artificial intelligence in neurosurgery: A narrative review |
title_full_unstemmed | The future of artificial intelligence in neurosurgery: A narrative review |
title_short | The future of artificial intelligence in neurosurgery: A narrative review |
title_sort | future of artificial intelligence in neurosurgery: a narrative review |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9699882/ https://www.ncbi.nlm.nih.gov/pubmed/36447868 http://dx.doi.org/10.25259/SNI_877_2022 |
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