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Artificial Intelligence Technologies in Neurosurgery: a Systematic Literature Review Using Topic Modeling. Part II: Research Objectives and Perspectives
The current increase in the number of publications on the use of artificial intelligence (AI) technologies in neurosurgery indicates a new trend in clinical neuroscience. The aim of the study was to conduct a systematic literature review to highlight the main directions and trends in the use of AI i...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Privolzhsky Research Medical University
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8596229/ https://www.ncbi.nlm.nih.gov/pubmed/34796024 http://dx.doi.org/10.17691/stm2020.12.6.12 |
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author | Danilov, G.V. Shifrin, M.A. Kotik, K.V. Ishankulov, T.A. Orlov, Yu.N. Kulikov, A.S. Potapov, A.A. |
author_facet | Danilov, G.V. Shifrin, M.A. Kotik, K.V. Ishankulov, T.A. Orlov, Yu.N. Kulikov, A.S. Potapov, A.A. |
author_sort | Danilov, G.V. |
collection | PubMed |
description | The current increase in the number of publications on the use of artificial intelligence (AI) technologies in neurosurgery indicates a new trend in clinical neuroscience. The aim of the study was to conduct a systematic literature review to highlight the main directions and trends in the use of AI in neurosurgery. METHODS. Using the PubMed search engine, 327 original journal articles published from 1996 to July 2019 and related to the use of AI technologies in neurosurgery, were selected. The typical issues addressed by using AI were identified for each area of neurosurgery. RESULTS. The typical AI applications within each of the five main areas of neurosurgery (neuro-oncology, functional, vascular, spinal neurosurgery, and traumatic brain injury) were defined. CONCLUSION. The article highlights the main areas and trends in the up-to-date AI research in neurosurgery, which might be helpful in planning new scientific projects. |
format | Online Article Text |
id | pubmed-8596229 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Privolzhsky Research Medical University |
record_format | MEDLINE/PubMed |
spelling | pubmed-85962292021-11-17 Artificial Intelligence Technologies in Neurosurgery: a Systematic Literature Review Using Topic Modeling. Part II: Research Objectives and Perspectives Danilov, G.V. Shifrin, M.A. Kotik, K.V. Ishankulov, T.A. Orlov, Yu.N. Kulikov, A.S. Potapov, A.A. Sovrem Tekhnologii Med Reviews The current increase in the number of publications on the use of artificial intelligence (AI) technologies in neurosurgery indicates a new trend in clinical neuroscience. The aim of the study was to conduct a systematic literature review to highlight the main directions and trends in the use of AI in neurosurgery. METHODS. Using the PubMed search engine, 327 original journal articles published from 1996 to July 2019 and related to the use of AI technologies in neurosurgery, were selected. The typical issues addressed by using AI were identified for each area of neurosurgery. RESULTS. The typical AI applications within each of the five main areas of neurosurgery (neuro-oncology, functional, vascular, spinal neurosurgery, and traumatic brain injury) were defined. CONCLUSION. The article highlights the main areas and trends in the up-to-date AI research in neurosurgery, which might be helpful in planning new scientific projects. Privolzhsky Research Medical University 2020 2020-12-28 /pmc/articles/PMC8596229/ /pubmed/34796024 http://dx.doi.org/10.17691/stm2020.12.6.12 Text en https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY 4.0 license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Reviews Danilov, G.V. Shifrin, M.A. Kotik, K.V. Ishankulov, T.A. Orlov, Yu.N. Kulikov, A.S. Potapov, A.A. Artificial Intelligence Technologies in Neurosurgery: a Systematic Literature Review Using Topic Modeling. Part II: Research Objectives and Perspectives |
title | Artificial Intelligence Technologies in Neurosurgery: a Systematic Literature Review Using Topic Modeling. Part II: Research Objectives and Perspectives |
title_full | Artificial Intelligence Technologies in Neurosurgery: a Systematic Literature Review Using Topic Modeling. Part II: Research Objectives and Perspectives |
title_fullStr | Artificial Intelligence Technologies in Neurosurgery: a Systematic Literature Review Using Topic Modeling. Part II: Research Objectives and Perspectives |
title_full_unstemmed | Artificial Intelligence Technologies in Neurosurgery: a Systematic Literature Review Using Topic Modeling. Part II: Research Objectives and Perspectives |
title_short | Artificial Intelligence Technologies in Neurosurgery: a Systematic Literature Review Using Topic Modeling. Part II: Research Objectives and Perspectives |
title_sort | artificial intelligence technologies in neurosurgery: a systematic literature review using topic modeling. part ii: research objectives and perspectives |
topic | Reviews |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8596229/ https://www.ncbi.nlm.nih.gov/pubmed/34796024 http://dx.doi.org/10.17691/stm2020.12.6.12 |
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