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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...

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Detalles Bibliográficos
Autores principales: Chang, Min Cheol, Kim, Jeoung Kun, Park, Donghwi, Kim, Jang Hwan, Kim, Chung Reen, Choo, Yoo Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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