Cargando…
Big Data and Reality Mining in Healthcare: Promise and Potential
Nowadays individuals are creating a huge amount of data; with a cell phone in every pocket, a laptop in every bag and wearable sensors everywhere, the fruits of the information are easy to see but less noticeable is the information itself. This data could be particularly useful in making people’s li...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7340942/ http://dx.doi.org/10.1007/978-3-030-51935-3_13 |
_version_ | 1783555128164352000 |
---|---|
author | Asri, Hiba Mousannif, Hajar Al Moatassime, Hassan Zahir, Jihad |
author_facet | Asri, Hiba Mousannif, Hajar Al Moatassime, Hassan Zahir, Jihad |
author_sort | Asri, Hiba |
collection | PubMed |
description | Nowadays individuals are creating a huge amount of data; with a cell phone in every pocket, a laptop in every bag and wearable sensors everywhere, the fruits of the information are easy to see but less noticeable is the information itself. This data could be particularly useful in making people’s lives healthier and easier, by contributing not only to understand new diseases and therapies but also to predict outcomes at earlier stages and make real-time decisions. In this paper, we explain the potential benefits of big data to healthcare and explore how it improves treatment and empowers patients, providers and researchers. We also describe the capabilities of reality mining in terms of individual health, social network mapping, behavior patterns and treatment monitoring. We illustrate the benefits of reality mining analytics that lead to promote patients’ health, enhance medicine, reduce cost and improve healthcare value and quality. Furthermore, we highlight some challenges that big data analytics faces in healthcare. |
format | Online Article Text |
id | pubmed-7340942 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-73409422020-07-08 Big Data and Reality Mining in Healthcare: Promise and Potential Asri, Hiba Mousannif, Hajar Al Moatassime, Hassan Zahir, Jihad Image and Signal Processing Article Nowadays individuals are creating a huge amount of data; with a cell phone in every pocket, a laptop in every bag and wearable sensors everywhere, the fruits of the information are easy to see but less noticeable is the information itself. This data could be particularly useful in making people’s lives healthier and easier, by contributing not only to understand new diseases and therapies but also to predict outcomes at earlier stages and make real-time decisions. In this paper, we explain the potential benefits of big data to healthcare and explore how it improves treatment and empowers patients, providers and researchers. We also describe the capabilities of reality mining in terms of individual health, social network mapping, behavior patterns and treatment monitoring. We illustrate the benefits of reality mining analytics that lead to promote patients’ health, enhance medicine, reduce cost and improve healthcare value and quality. Furthermore, we highlight some challenges that big data analytics faces in healthcare. 2020-06-05 /pmc/articles/PMC7340942/ http://dx.doi.org/10.1007/978-3-030-51935-3_13 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Asri, Hiba Mousannif, Hajar Al Moatassime, Hassan Zahir, Jihad Big Data and Reality Mining in Healthcare: Promise and Potential |
title | Big Data and Reality Mining in Healthcare: Promise and Potential |
title_full | Big Data and Reality Mining in Healthcare: Promise and Potential |
title_fullStr | Big Data and Reality Mining in Healthcare: Promise and Potential |
title_full_unstemmed | Big Data and Reality Mining in Healthcare: Promise and Potential |
title_short | Big Data and Reality Mining in Healthcare: Promise and Potential |
title_sort | big data and reality mining in healthcare: promise and potential |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7340942/ http://dx.doi.org/10.1007/978-3-030-51935-3_13 |
work_keys_str_mv | AT asrihiba bigdataandrealitymininginhealthcarepromiseandpotential AT mousannifhajar bigdataandrealitymininginhealthcarepromiseandpotential AT almoatassimehassan bigdataandrealitymininginhealthcarepromiseandpotential AT zahirjihad bigdataandrealitymininginhealthcarepromiseandpotential |