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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer - Medknow
2021
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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. |
format | Online Article Text |
id | pubmed-8522602 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Wolters Kluwer - Medknow |
record_format | MEDLINE/PubMed |
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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