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The Use of Artificial Intelligence to Predict the Prognosis of Patients Undergoing Central Nervous System Rehabilitation: A Narrative Review
Applications of machine learning in the healthcare field have become increasingly diverse. In this review, we investigated the integration of artificial intelligence (AI) in predicting the prognosis of patients with central nervous system disorders such as stroke, traumatic brain injury, and spinal...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10572243/ https://www.ncbi.nlm.nih.gov/pubmed/37830724 http://dx.doi.org/10.3390/healthcare11192687 |
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author | Chang, Min Cheol Kim, Jeoung Kun Park, Donghwi Kim, Jang Hwan Kim, Chung Reen Choo, Yoo Jin |
author_facet | Chang, Min Cheol Kim, Jeoung Kun Park, Donghwi Kim, Jang Hwan Kim, Chung Reen Choo, Yoo Jin |
author_sort | Chang, Min Cheol |
collection | PubMed |
description | Applications of machine learning in the healthcare field have become increasingly diverse. In this review, we investigated the integration of artificial intelligence (AI) in predicting the prognosis of patients with central nervous system disorders such as stroke, traumatic brain injury, and spinal cord injury. AI algorithms have shown promise in prognostic assessment, but challenges remain in achieving a higher prediction accuracy for practical clinical use. We suggest that accumulating more diverse data, including medical imaging and collaborative efforts among hospitals, can enhance the predictive capabilities of AI. As healthcare professionals become more familiar with AI, its role in central nervous system rehabilitation is expected to advance significantly, revolutionizing patient care. |
format | Online Article Text |
id | pubmed-10572243 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-105722432023-10-14 The Use of Artificial Intelligence to Predict the Prognosis of Patients Undergoing Central Nervous System Rehabilitation: A Narrative Review Chang, Min Cheol Kim, Jeoung Kun Park, Donghwi Kim, Jang Hwan Kim, Chung Reen Choo, Yoo Jin Healthcare (Basel) Review Applications of machine learning in the healthcare field have become increasingly diverse. In this review, we investigated the integration of artificial intelligence (AI) in predicting the prognosis of patients with central nervous system disorders such as stroke, traumatic brain injury, and spinal cord injury. AI algorithms have shown promise in prognostic assessment, but challenges remain in achieving a higher prediction accuracy for practical clinical use. We suggest that accumulating more diverse data, including medical imaging and collaborative efforts among hospitals, can enhance the predictive capabilities of AI. As healthcare professionals become more familiar with AI, its role in central nervous system rehabilitation is expected to advance significantly, revolutionizing patient care. MDPI 2023-10-06 /pmc/articles/PMC10572243/ /pubmed/37830724 http://dx.doi.org/10.3390/healthcare11192687 Text en © 2023 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 Chang, Min Cheol Kim, Jeoung Kun Park, Donghwi Kim, Jang Hwan Kim, Chung Reen Choo, Yoo Jin The Use of Artificial Intelligence to Predict the Prognosis of Patients Undergoing Central Nervous System Rehabilitation: A Narrative Review |
title | The Use of Artificial Intelligence to Predict the Prognosis of Patients Undergoing Central Nervous System Rehabilitation: A Narrative Review |
title_full | The Use of Artificial Intelligence to Predict the Prognosis of Patients Undergoing Central Nervous System Rehabilitation: A Narrative Review |
title_fullStr | The Use of Artificial Intelligence to Predict the Prognosis of Patients Undergoing Central Nervous System Rehabilitation: A Narrative Review |
title_full_unstemmed | The Use of Artificial Intelligence to Predict the Prognosis of Patients Undergoing Central Nervous System Rehabilitation: A Narrative Review |
title_short | The Use of Artificial Intelligence to Predict the Prognosis of Patients Undergoing Central Nervous System Rehabilitation: A Narrative Review |
title_sort | use of artificial intelligence to predict the prognosis of patients undergoing central nervous system rehabilitation: a narrative review |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10572243/ https://www.ncbi.nlm.nih.gov/pubmed/37830724 http://dx.doi.org/10.3390/healthcare11192687 |
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