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Artificial Intelligence in Brain Tumour Surgery—An Emerging Paradigm

SIMPLE SUMMARY: Artificial intelligence (AI) is the branch of computer science that enables machines to learn, reason, and problem solve. In recent decades, AI has been developed with the aim of improving the management of patients with brain tumours. This review article explores the role AI current...

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Autores principales: Williams, Simon, Layard Horsfall, Hugo, Funnell, Jonathan P., Hanrahan, John G., Khan, Danyal Z., Muirhead, William, Stoyanov, Danail, Marcus, Hani J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8508169/
https://www.ncbi.nlm.nih.gov/pubmed/34638495
http://dx.doi.org/10.3390/cancers13195010
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author Williams, Simon
Layard Horsfall, Hugo
Funnell, Jonathan P.
Hanrahan, John G.
Khan, Danyal Z.
Muirhead, William
Stoyanov, Danail
Marcus, Hani J.
author_facet Williams, Simon
Layard Horsfall, Hugo
Funnell, Jonathan P.
Hanrahan, John G.
Khan, Danyal Z.
Muirhead, William
Stoyanov, Danail
Marcus, Hani J.
author_sort Williams, Simon
collection PubMed
description SIMPLE SUMMARY: Artificial intelligence (AI) is the branch of computer science that enables machines to learn, reason, and problem solve. In recent decades, AI has been developed with the aim of improving the management of patients with brain tumours. This review article explores the role AI currently plays in managing patients undergoing brain tumour surgery, and explores how AI may impact this field in the future. ABSTRACT: Artificial intelligence (AI) platforms have the potential to cause a paradigm shift in brain tumour surgery. Brain tumour surgery augmented with AI can result in safer and more effective treatment. In this review article, we explore the current and future role of AI in patients undergoing brain tumour surgery, including aiding diagnosis, optimising the surgical plan, providing support during the operation, and better predicting the prognosis. Finally, we discuss barriers to the successful clinical implementation, the ethical concerns, and we provide our perspective on how the field could be advanced.
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spelling pubmed-85081692021-10-13 Artificial Intelligence in Brain Tumour Surgery—An Emerging Paradigm Williams, Simon Layard Horsfall, Hugo Funnell, Jonathan P. Hanrahan, John G. Khan, Danyal Z. Muirhead, William Stoyanov, Danail Marcus, Hani J. Cancers (Basel) Review SIMPLE SUMMARY: Artificial intelligence (AI) is the branch of computer science that enables machines to learn, reason, and problem solve. In recent decades, AI has been developed with the aim of improving the management of patients with brain tumours. This review article explores the role AI currently plays in managing patients undergoing brain tumour surgery, and explores how AI may impact this field in the future. ABSTRACT: Artificial intelligence (AI) platforms have the potential to cause a paradigm shift in brain tumour surgery. Brain tumour surgery augmented with AI can result in safer and more effective treatment. In this review article, we explore the current and future role of AI in patients undergoing brain tumour surgery, including aiding diagnosis, optimising the surgical plan, providing support during the operation, and better predicting the prognosis. Finally, we discuss barriers to the successful clinical implementation, the ethical concerns, and we provide our perspective on how the field could be advanced. MDPI 2021-10-07 /pmc/articles/PMC8508169/ /pubmed/34638495 http://dx.doi.org/10.3390/cancers13195010 Text en © 2021 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
Williams, Simon
Layard Horsfall, Hugo
Funnell, Jonathan P.
Hanrahan, John G.
Khan, Danyal Z.
Muirhead, William
Stoyanov, Danail
Marcus, Hani J.
Artificial Intelligence in Brain Tumour Surgery—An Emerging Paradigm
title Artificial Intelligence in Brain Tumour Surgery—An Emerging Paradigm
title_full Artificial Intelligence in Brain Tumour Surgery—An Emerging Paradigm
title_fullStr Artificial Intelligence in Brain Tumour Surgery—An Emerging Paradigm
title_full_unstemmed Artificial Intelligence in Brain Tumour Surgery—An Emerging Paradigm
title_short Artificial Intelligence in Brain Tumour Surgery—An Emerging Paradigm
title_sort artificial intelligence in brain tumour surgery—an emerging paradigm
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8508169/
https://www.ncbi.nlm.nih.gov/pubmed/34638495
http://dx.doi.org/10.3390/cancers13195010
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