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Futuristic biosensors for cardiac health care: an artificial intelligence approach
Biosensor-based devices are pioneering in the modern biomedical applications and will be the future of cardiac health care. The coupling of artificial intelligence (AI) for cardiac monitoring-based biosensors for the point of care (POC) diagnostics is prominently reviewed here. This review deciphers...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6081842/ https://www.ncbi.nlm.nih.gov/pubmed/30105183 http://dx.doi.org/10.1007/s13205-018-1368-y |
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author | Vashistha, Rajat Dangi, Arun Kumar Kumar, Ashwani Chhabra, Deepak Shukla, Pratyoosh |
author_facet | Vashistha, Rajat Dangi, Arun Kumar Kumar, Ashwani Chhabra, Deepak Shukla, Pratyoosh |
author_sort | Vashistha, Rajat |
collection | PubMed |
description | Biosensor-based devices are pioneering in the modern biomedical applications and will be the future of cardiac health care. The coupling of artificial intelligence (AI) for cardiac monitoring-based biosensors for the point of care (POC) diagnostics is prominently reviewed here. This review deciphers the most significant machine-learning algorithms for the futuristic biosensors along with the internet of things, computational techniques and microchip-based essential cardiac biomarkers for real-time health monitoring and improving patient compliance. The present review also discusses the recently developed cardiac biosensors along with technical strategies involved in their mechanism of working and their applications in healthcare. Additionally, it provides a key for the ontogeny of an effective and supportive hierarchical protocol for clinical decision-making about personalized medicine through combinatory information analysis, and integrated multidisciplinary AI approaches. |
format | Online Article Text |
id | pubmed-6081842 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-60818422018-08-13 Futuristic biosensors for cardiac health care: an artificial intelligence approach Vashistha, Rajat Dangi, Arun Kumar Kumar, Ashwani Chhabra, Deepak Shukla, Pratyoosh 3 Biotech Review Article Biosensor-based devices are pioneering in the modern biomedical applications and will be the future of cardiac health care. The coupling of artificial intelligence (AI) for cardiac monitoring-based biosensors for the point of care (POC) diagnostics is prominently reviewed here. This review deciphers the most significant machine-learning algorithms for the futuristic biosensors along with the internet of things, computational techniques and microchip-based essential cardiac biomarkers for real-time health monitoring and improving patient compliance. The present review also discusses the recently developed cardiac biosensors along with technical strategies involved in their mechanism of working and their applications in healthcare. Additionally, it provides a key for the ontogeny of an effective and supportive hierarchical protocol for clinical decision-making about personalized medicine through combinatory information analysis, and integrated multidisciplinary AI approaches. Springer Berlin Heidelberg 2018-08-03 2018-08 /pmc/articles/PMC6081842/ /pubmed/30105183 http://dx.doi.org/10.1007/s13205-018-1368-y Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Review Article Vashistha, Rajat Dangi, Arun Kumar Kumar, Ashwani Chhabra, Deepak Shukla, Pratyoosh Futuristic biosensors for cardiac health care: an artificial intelligence approach |
title | Futuristic biosensors for cardiac health care: an artificial intelligence approach |
title_full | Futuristic biosensors for cardiac health care: an artificial intelligence approach |
title_fullStr | Futuristic biosensors for cardiac health care: an artificial intelligence approach |
title_full_unstemmed | Futuristic biosensors for cardiac health care: an artificial intelligence approach |
title_short | Futuristic biosensors for cardiac health care: an artificial intelligence approach |
title_sort | futuristic biosensors for cardiac health care: an artificial intelligence approach |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6081842/ https://www.ncbi.nlm.nih.gov/pubmed/30105183 http://dx.doi.org/10.1007/s13205-018-1368-y |
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