Cargando…

Literature Review on the Applications of Machine Learning and Blockchain Technology in Smart Healthcare Industry: A Bibliometric Analysis

The emergence of machine learning (ML) and blockchain (BC) technology has greatly enriched the functions and services of healthcare, giving birth to the new field of “smart healthcare.” This study aims to review the application of ML and BC technology in the smart medical industry by Web of Science...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Yang, Shan, Biaoan, Li, Beiwei, Liu, Xiaoju, Pu, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8380165/
https://www.ncbi.nlm.nih.gov/pubmed/34426765
http://dx.doi.org/10.1155/2021/9739219
_version_ 1783741144317820928
author Li, Yang
Shan, Biaoan
Li, Beiwei
Liu, Xiaoju
Pu, Yi
author_facet Li, Yang
Shan, Biaoan
Li, Beiwei
Liu, Xiaoju
Pu, Yi
author_sort Li, Yang
collection PubMed
description The emergence of machine learning (ML) and blockchain (BC) technology has greatly enriched the functions and services of healthcare, giving birth to the new field of “smart healthcare.” This study aims to review the application of ML and BC technology in the smart medical industry by Web of Science (WOS) using bibliometric visualization. Through our research, we identify the countries with the greatest output, the major research subjects, funding funds, and the research hotspots in this field. We also find out the key themes and future research areas in application of ML and BC technology in healthcare area. We reveal the different aspects of research under the two technologies and how they relate to each other around five themes.
format Online
Article
Text
id pubmed-8380165
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-83801652021-08-22 Literature Review on the Applications of Machine Learning and Blockchain Technology in Smart Healthcare Industry: A Bibliometric Analysis Li, Yang Shan, Biaoan Li, Beiwei Liu, Xiaoju Pu, Yi J Healthc Eng Review Article The emergence of machine learning (ML) and blockchain (BC) technology has greatly enriched the functions and services of healthcare, giving birth to the new field of “smart healthcare.” This study aims to review the application of ML and BC technology in the smart medical industry by Web of Science (WOS) using bibliometric visualization. Through our research, we identify the countries with the greatest output, the major research subjects, funding funds, and the research hotspots in this field. We also find out the key themes and future research areas in application of ML and BC technology in healthcare area. We reveal the different aspects of research under the two technologies and how they relate to each other around five themes. Hindawi 2021-08-13 /pmc/articles/PMC8380165/ /pubmed/34426765 http://dx.doi.org/10.1155/2021/9739219 Text en Copyright © 2021 Yang Li et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Li, Yang
Shan, Biaoan
Li, Beiwei
Liu, Xiaoju
Pu, Yi
Literature Review on the Applications of Machine Learning and Blockchain Technology in Smart Healthcare Industry: A Bibliometric Analysis
title Literature Review on the Applications of Machine Learning and Blockchain Technology in Smart Healthcare Industry: A Bibliometric Analysis
title_full Literature Review on the Applications of Machine Learning and Blockchain Technology in Smart Healthcare Industry: A Bibliometric Analysis
title_fullStr Literature Review on the Applications of Machine Learning and Blockchain Technology in Smart Healthcare Industry: A Bibliometric Analysis
title_full_unstemmed Literature Review on the Applications of Machine Learning and Blockchain Technology in Smart Healthcare Industry: A Bibliometric Analysis
title_short Literature Review on the Applications of Machine Learning and Blockchain Technology in Smart Healthcare Industry: A Bibliometric Analysis
title_sort literature review on the applications of machine learning and blockchain technology in smart healthcare industry: a bibliometric analysis
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8380165/
https://www.ncbi.nlm.nih.gov/pubmed/34426765
http://dx.doi.org/10.1155/2021/9739219
work_keys_str_mv AT liyang literaturereviewontheapplicationsofmachinelearningandblockchaintechnologyinsmarthealthcareindustryabibliometricanalysis
AT shanbiaoan literaturereviewontheapplicationsofmachinelearningandblockchaintechnologyinsmarthealthcareindustryabibliometricanalysis
AT libeiwei literaturereviewontheapplicationsofmachinelearningandblockchaintechnologyinsmarthealthcareindustryabibliometricanalysis
AT liuxiaoju literaturereviewontheapplicationsofmachinelearningandblockchaintechnologyinsmarthealthcareindustryabibliometricanalysis
AT puyi literaturereviewontheapplicationsofmachinelearningandblockchaintechnologyinsmarthealthcareindustryabibliometricanalysis