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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...

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Autores principales: Iqbal, Javed, Jahangir, Kainat, Mashkoor, Yusra, Sultana, Nazia, Mehmood, Dalia, Ashraf, Mohammad, Iqbal, Ather, Hafeez, Muhammad Hassan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Scientific Scholar 2022
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.
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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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