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Integration of Machine Learning and Blockchain Technology in the Healthcare Field: A Literature Review and Implications for Cancer Care

This brief report aimed to describe a narrative review about the application of machine learning (ML) methods and Blockchain technology (BCT) in the healthcare field, and to illustrate the integration of these two technologies in cancer survivorship care. A total of six eligible papers were included...

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Autores principales: Cheng, Andy S. K., Guan, Qiongyao, Su, Yan, Zhou, Ping, Zeng, Yingchun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8522602/
https://www.ncbi.nlm.nih.gov/pubmed/34790856
http://dx.doi.org/10.4103/apjon.apjon-2140
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author Cheng, Andy S. K.
Guan, Qiongyao
Su, Yan
Zhou, Ping
Zeng, Yingchun
author_facet Cheng, Andy S. K.
Guan, Qiongyao
Su, Yan
Zhou, Ping
Zeng, Yingchun
author_sort Cheng, Andy S. K.
collection PubMed
description This brief report aimed to describe a narrative review about the application of machine learning (ML) methods and Blockchain technology (BCT) in the healthcare field, and to illustrate the integration of these two technologies in cancer survivorship care. A total of six eligible papers were included in the narrative review. ML and BCT are two data-driven technologies, and there is rapidly growing interest in integrating them for clinical data management and analysis in healthcare. The findings of this report indicate that both technologies can integrate feasibly and effectively. In conclusion, this brief report provided the state-of-art evidence about the integration of the most promising technologies of ML and BCT in health field, and gave an example of how to apply these two most disruptive technologies in cancer survivorship care.
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spelling pubmed-85226022021-11-16 Integration of Machine Learning and Blockchain Technology in the Healthcare Field: A Literature Review and Implications for Cancer Care Cheng, Andy S. K. Guan, Qiongyao Su, Yan Zhou, Ping Zeng, Yingchun Asia Pac J Oncol Nurs Short Report This brief report aimed to describe a narrative review about the application of machine learning (ML) methods and Blockchain technology (BCT) in the healthcare field, and to illustrate the integration of these two technologies in cancer survivorship care. A total of six eligible papers were included in the narrative review. ML and BCT are two data-driven technologies, and there is rapidly growing interest in integrating them for clinical data management and analysis in healthcare. The findings of this report indicate that both technologies can integrate feasibly and effectively. In conclusion, this brief report provided the state-of-art evidence about the integration of the most promising technologies of ML and BCT in health field, and gave an example of how to apply these two most disruptive technologies in cancer survivorship care. Wolters Kluwer - Medknow 2021-10-04 /pmc/articles/PMC8522602/ /pubmed/34790856 http://dx.doi.org/10.4103/apjon.apjon-2140 Text en Copyright: © 2021 Ann & Joshua Medical Publishing Co. Ltd https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Short Report
Cheng, Andy S. K.
Guan, Qiongyao
Su, Yan
Zhou, Ping
Zeng, Yingchun
Integration of Machine Learning and Blockchain Technology in the Healthcare Field: A Literature Review and Implications for Cancer Care
title Integration of Machine Learning and Blockchain Technology in the Healthcare Field: A Literature Review and Implications for Cancer Care
title_full Integration of Machine Learning and Blockchain Technology in the Healthcare Field: A Literature Review and Implications for Cancer Care
title_fullStr Integration of Machine Learning and Blockchain Technology in the Healthcare Field: A Literature Review and Implications for Cancer Care
title_full_unstemmed Integration of Machine Learning and Blockchain Technology in the Healthcare Field: A Literature Review and Implications for Cancer Care
title_short Integration of Machine Learning and Blockchain Technology in the Healthcare Field: A Literature Review and Implications for Cancer Care
title_sort integration of machine learning and blockchain technology in the healthcare field: a literature review and implications for cancer care
topic Short Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8522602/
https://www.ncbi.nlm.nih.gov/pubmed/34790856
http://dx.doi.org/10.4103/apjon.apjon-2140
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