Healthcare Data Analytics Over Big Data

The healthcare industry historically generates a large amount of data driven by record keeping, compliance and regulatory requirements, and patient care. Most of the data used to be stored in hard copies: log forms, reports, and patient details. At present, the current trend is moving towards digita...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Hari, E., Sultana, H. Parveen 
Format: Buchkapitel
Sprache:eng
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 136
container_issue
container_start_page 113
container_title
container_volume
creator Hari, E.
Sultana, H. Parveen 
description The healthcare industry historically generates a large amount of data driven by record keeping, compliance and regulatory requirements, and patient care. Most of the data used to be stored in hard copies: log forms, reports, and patient details. At present, the current trend is moving towards digitalization, where we are having a huge amount of data which focuses on the mandatory requirements and also the potential to improve the quality of healthcare data by reducing the cost. This massive amount of data will lead to form called "Big Data." The concept of Big Data in healthcare is getting popular not only because of its volume but also because of the different types of data types and the speed at which it must be managed. Big Data "consist of a large volume of high velocity and volatile data that require advanced techniques and technologies to enable the capture, storage, distribution, management and analysis of the information".
doi_str_mv 10.1201/9781003034049-6
format Book Chapter
fullrecord <record><control><sourceid>proquest_infor</sourceid><recordid>TN_cdi_proquest_ebookcentralchapters_6425028_100_120</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>EBC6425028_100_120</sourcerecordid><originalsourceid>FETCH-LOGICAL-i1090-6086ba64d0ec1b419a174ea711a2477b884615fc9eada44568f736e55c113a53</originalsourceid><addsrcrecordid>eNpVUD1PwzAUNEIgoHRmzcYU8PNnPJYCLVKlLt2tF9ehgRAXO4D673FbFqbTne5OuiPkBugdMAr3RldAKadcUGFKdULGR4WySlJtTg-ccqWV0EKyc3IFjGluONXsgoxTesteDplCdUlu5x67YeMw-uIRBywmPXa7oXWpWH77WDy0rwf9mpw12CU__sMRWT0_rabzcrGcvUwni7IFamipaKVqVGJNvYNagEHQwqMGQCa0rqtKKJCNMx7XKIRUVaO58lI6AI6Sj4g41m5j-PzyabC-DuHd-X6I2LkNbgcfk1WCybzX5tk2n5Jjs2Os7ZsQP_AnxG5tB9x1ITYRe9emfU3Kgb0f7L8TrbJ5ampDz_gvqKBiXg</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>book_chapter</recordtype><pqid>EBC6425028_100_120</pqid></control><display><type>book_chapter</type><title>Healthcare Data Analytics Over Big Data</title><source>O'Reilly Online Learning: Academic/Public Library Edition</source><creator>Hari, E. ; Sultana, H. Parveen </creator><contributor>Jeyanthi, N. ; Thandeeswaran, R ; Perumal, Thinagaran ; Ma, Kun ; Jeyanthi, N</contributor><creatorcontrib>Hari, E. ; Sultana, H. Parveen  ; Jeyanthi, N. ; Thandeeswaran, R ; Perumal, Thinagaran ; Ma, Kun ; Jeyanthi, N</creatorcontrib><description>The healthcare industry historically generates a large amount of data driven by record keeping, compliance and regulatory requirements, and patient care. Most of the data used to be stored in hard copies: log forms, reports, and patient details. At present, the current trend is moving towards digitalization, where we are having a huge amount of data which focuses on the mandatory requirements and also the potential to improve the quality of healthcare data by reducing the cost. This massive amount of data will lead to form called "Big Data." The concept of Big Data in healthcare is getting popular not only because of its volume but also because of the different types of data types and the speed at which it must be managed. Big Data "consist of a large volume of high velocity and volatile data that require advanced techniques and technologies to enable the capture, storage, distribution, management and analysis of the information".</description><edition>1</edition><identifier>ISBN: 9780367647452</identifier><identifier>ISBN: 0367457342</identifier><identifier>ISBN: 0367647451</identifier><identifier>ISBN: 9780367457341</identifier><identifier>EISBN: 9781000285079</identifier><identifier>EISBN: 1000285073</identifier><identifier>EISBN: 1000285057</identifier><identifier>EISBN: 1003034047</identifier><identifier>EISBN: 9781003034049</identifier><identifier>EISBN: 9781000285055</identifier><identifier>DOI: 10.1201/9781003034049-6</identifier><identifier>OCLC: 1227393072</identifier><identifier>LCCallNum: TK5105.59 .J493 2021</identifier><language>eng</language><publisher>United Kingdom: CRC Press</publisher><ispartof>Managing Security Services in Heterogenous Networks, 2021, p.113-136</ispartof><rights>2021 CRC Press</rights><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttps://ebookcentral.proquest.com/covers/6425028-l.jpg</thumbnail><link.rule.ids>779,780,784,793,27925</link.rule.ids></links><search><contributor>Jeyanthi, N.</contributor><contributor>Thandeeswaran, R</contributor><contributor>Perumal, Thinagaran</contributor><contributor>Ma, Kun</contributor><contributor>Jeyanthi, N</contributor><creatorcontrib>Hari, E.</creatorcontrib><creatorcontrib>Sultana, H. Parveen </creatorcontrib><title>Healthcare Data Analytics Over Big Data</title><title>Managing Security Services in Heterogenous Networks</title><description>The healthcare industry historically generates a large amount of data driven by record keeping, compliance and regulatory requirements, and patient care. Most of the data used to be stored in hard copies: log forms, reports, and patient details. At present, the current trend is moving towards digitalization, where we are having a huge amount of data which focuses on the mandatory requirements and also the potential to improve the quality of healthcare data by reducing the cost. This massive amount of data will lead to form called "Big Data." The concept of Big Data in healthcare is getting popular not only because of its volume but also because of the different types of data types and the speed at which it must be managed. Big Data "consist of a large volume of high velocity and volatile data that require advanced techniques and technologies to enable the capture, storage, distribution, management and analysis of the information".</description><isbn>9780367647452</isbn><isbn>0367457342</isbn><isbn>0367647451</isbn><isbn>9780367457341</isbn><isbn>9781000285079</isbn><isbn>1000285073</isbn><isbn>1000285057</isbn><isbn>1003034047</isbn><isbn>9781003034049</isbn><isbn>9781000285055</isbn><fulltext>true</fulltext><rsrctype>book_chapter</rsrctype><creationdate>2021</creationdate><recordtype>book_chapter</recordtype><recordid>eNpVUD1PwzAUNEIgoHRmzcYU8PNnPJYCLVKlLt2tF9ehgRAXO4D673FbFqbTne5OuiPkBugdMAr3RldAKadcUGFKdULGR4WySlJtTg-ccqWV0EKyc3IFjGluONXsgoxTesteDplCdUlu5x67YeMw-uIRBywmPXa7oXWpWH77WDy0rwf9mpw12CU__sMRWT0_rabzcrGcvUwni7IFamipaKVqVGJNvYNagEHQwqMGQCa0rqtKKJCNMx7XKIRUVaO58lI6AI6Sj4g41m5j-PzyabC-DuHd-X6I2LkNbgcfk1WCybzX5tk2n5Jjs2Os7ZsQP_AnxG5tB9x1ITYRe9emfU3Kgb0f7L8TrbJ5ampDz_gvqKBiXg</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Hari, E.</creator><creator>Sultana, H. Parveen </creator><general>CRC Press</general><general>Taylor &amp; Francis Group</general><scope>FFUUA</scope></search><sort><creationdate>2021</creationdate><title>Healthcare Data Analytics Over Big Data</title><author>Hari, E. ; Sultana, H. Parveen </author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i1090-6086ba64d0ec1b419a174ea711a2477b884615fc9eada44568f736e55c113a53</frbrgroupid><rsrctype>book_chapters</rsrctype><prefilter>book_chapters</prefilter><language>eng</language><creationdate>2021</creationdate><toplevel>online_resources</toplevel><creatorcontrib>Hari, E.</creatorcontrib><creatorcontrib>Sultana, H. Parveen </creatorcontrib><collection>ProQuest Ebook Central - Book Chapters - Demo use only</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hari, E.</au><au>Sultana, H. Parveen </au><au>Jeyanthi, N.</au><au>Thandeeswaran, R</au><au>Perumal, Thinagaran</au><au>Ma, Kun</au><au>Jeyanthi, N</au><format>book</format><genre>bookitem</genre><ristype>CHAP</ristype><atitle>Healthcare Data Analytics Over Big Data</atitle><btitle>Managing Security Services in Heterogenous Networks</btitle><date>2021</date><risdate>2021</risdate><spage>113</spage><epage>136</epage><pages>113-136</pages><isbn>9780367647452</isbn><isbn>0367457342</isbn><isbn>0367647451</isbn><isbn>9780367457341</isbn><eisbn>9781000285079</eisbn><eisbn>1000285073</eisbn><eisbn>1000285057</eisbn><eisbn>1003034047</eisbn><eisbn>9781003034049</eisbn><eisbn>9781000285055</eisbn><abstract>The healthcare industry historically generates a large amount of data driven by record keeping, compliance and regulatory requirements, and patient care. Most of the data used to be stored in hard copies: log forms, reports, and patient details. At present, the current trend is moving towards digitalization, where we are having a huge amount of data which focuses on the mandatory requirements and also the potential to improve the quality of healthcare data by reducing the cost. This massive amount of data will lead to form called "Big Data." The concept of Big Data in healthcare is getting popular not only because of its volume but also because of the different types of data types and the speed at which it must be managed. Big Data "consist of a large volume of high velocity and volatile data that require advanced techniques and technologies to enable the capture, storage, distribution, management and analysis of the information".</abstract><cop>United Kingdom</cop><pub>CRC Press</pub><doi>10.1201/9781003034049-6</doi><oclcid>1227393072</oclcid><tpages>24</tpages><edition>1</edition></addata></record>
fulltext fulltext
identifier ISBN: 9780367647452
ispartof Managing Security Services in Heterogenous Networks, 2021, p.113-136
issn
language eng
recordid cdi_proquest_ebookcentralchapters_6425028_100_120
source O'Reilly Online Learning: Academic/Public Library Edition
title Healthcare Data Analytics Over Big Data
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-02T10%3A31%3A48IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_infor&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=bookitem&rft.atitle=Healthcare%20Data%20Analytics%20Over%20Big%20Data&rft.btitle=Managing%20Security%20Services%20in%20Heterogenous%20Networks&rft.au=Hari,%20E.&rft.date=2021&rft.spage=113&rft.epage=136&rft.pages=113-136&rft.isbn=9780367647452&rft.isbn_list=0367457342&rft.isbn_list=0367647451&rft.isbn_list=9780367457341&rft_id=info:doi/10.1201/9781003034049-6&rft_dat=%3Cproquest_infor%3EEBC6425028_100_120%3C/proquest_infor%3E%3Curl%3E%3C/url%3E&rft.eisbn=9781000285079&rft.eisbn_list=1000285073&rft.eisbn_list=1000285057&rft.eisbn_list=1003034047&rft.eisbn_list=9781003034049&rft.eisbn_list=9781000285055&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=EBC6425028_100_120&rft_id=info:pmid/&rfr_iscdi=true