Literature DB >> 29526444

Healthcare predictive analytics: An overview with a focus on Saudi Arabia.

Hana Alharthi1.   

Abstract

Despite a newfound wealth of data and information, the healthcare sector is lacking in actionable knowledge. This is largely because healthcare data, though plentiful, tends to be inherently complex and fragmented. Health data analytics, with an emphasis on predictive analytics, is emerging as a transformative tool that can enable more proactive and preventative treatment options. This review considers the ways in which predictive analytics has been applied in the for-profit business sector to generate well-timed and accurate predictions of key outcomes, with a focus on key features that may be applicable to healthcare-specific applications. Published medical research presenting assessments of predictive analytics technology in medical applications are reviewed, with particular emphasis on how hospitals have integrated predictive analytics into their day-to-day healthcare services to improve quality of care. This review also highlights the numerous challenges of implementing predictive analytics in healthcare settings and concludes with a discussion of current efforts to implement healthcare data analytics in the developing country, Saudi Arabia.
Copyright © 2018 The Author. Published by Elsevier Ltd.. All rights reserved.

Keywords:  Data mining; Healthcare analytics; Predictive analytics; Saudi Arabia

Mesh:

Year:  2018        PMID: 29526444     DOI: 10.1016/j.jiph.2018.02.005

Source DB:  PubMed          Journal:  J Infect Public Health        ISSN: 1876-0341            Impact factor:   3.718


  4 in total

1.  How can Big Data Analytics Support People-Centred and Integrated Health Services: A Scoping Review.

Authors:  Timo Schulte; Sabine Bohnet-Joschko
Journal:  Int J Integr Care       Date:  2022-06-16       Impact factor: 2.913

2.  Epidemiology of cancer in Saudi Arabia thru 2010-2019: a systematic review with constrained meta-analysis.

Authors:  Wedad Saeed Alqahtani; Nawaf Abdulrahman Almufareh; Dalia Mostafa Domiaty; Gadah Albasher; Manal Abduallah Alduwish; Huda Alkhalaf; Bader Almuzzaini; Salma Sanhaat Al-Marshidy; Rgya Alfraihi; Abdelbaset Mohamed Elasbali; Hussain Gadelkarim Ahmed; Bassam Ahmed Almutlaq
Journal:  AIMS Public Health       Date:  2020-09-11

3.  Digital health transformation in Saudi Arabia: A cross-sectional analysis using Healthcare Information and Management Systems Society' digital health indicators.

Authors:  Nouf Al-Kahtani; Sumaya Alruwaie; Bnan Mohammed Al-Zahrani; Rahaf Ali Abumadini; Afnan Aljaafary; Bayan Hariri; Khalid Alissa; Zahra Alakrawi; Arwa Alumran
Journal:  Digit Health       Date:  2022-08-04

4.  Health informatics publication trends in Saudi Arabia: a bibliometric analysis over the last twenty-four years.

Authors:  Samar Binkheder; Raniah Aldekhyyel; Jwaher Almulhem
Journal:  J Med Libr Assoc       Date:  2021-04-01
  4 in total

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