A systematic review on healthcare analytics: application and theoretical perspective of data mining

MS Islam, MM Hasan, X Wang, HD Germack… - Healthcare, 2018 - mdpi.com
The growing healthcare industry is generating a large volume of useful data on patient
demographics, treatment plans, payment, and insurance coverage—attracting the attention …

Data mining and predictive analytics applications for the delivery of healthcare services: a systematic literature review

MM Malik, S Abdallah, M Ala'raj - Annals of Operations Research, 2018 - Springer
With the widespread use of healthcare information systems commonly known as electronic
health records, there is significant scope for improving the way healthcare is delivered by …

Health and social media: perfect storm of information

L Fernández-Luque, T Bau - Healthcare informatics research, 2015 - synapse.koreamed.org
Objectives The use of Internet in the health domain is becoming a major worldwide trend.
Millions of citizens are searching online health information and also publishing content …

Data mining in healthcare and biomedicine: a survey of the literature

I Yoo, P Alafaireet, M Marinov… - Journal of medical …, 2012 - Springer
As a new concept that emerged in the middle of 1990's, data mining can help researchers
gain both novel and deep insights and can facilitate unprecedented understanding of large …

A comprehensive review of data analytics in healthcare management: Leveraging big data for decision-making

JO Arowoogun, O Babawarun, R Chidi… - World Journal of …, 2024 - wjarr.com
This research paper presents a comprehensive review of data analytics in healthcare
management, focusing on leveraging big data for decision-making. The literature review …

Health big data analytics: A technology survey

G Harerimana, B Jang, JW Kim, HK Park - Ieee Access, 2018 - ieeexplore.ieee.org
Because of the vast availability of data, there has been an additional focus on the health
industry and an increasing number of studies that aim to leverage the data to improve …

Secondary use and analysis of big data collected for patient care

FJ Martin-Sanchez, V Aguiar-Pulido… - Yearbook of medical …, 2017 - thieme-connect.com
Objectives: To identify common methodological challenges and review relevant initiatives
related to the re-use of patient data collected in routine clinical care, as well as to analyze …

Intelligent health data analytics: a convergence of artificial intelligence and big data

SSR Abidi, SR Abidi - Healthcare management forum, 2019 - journals.sagepub.com
Healthcare is a living system that generates a significant volume of heterogeneous data. As
healthcare systems are pivoting to value-based systems, intelligent and interactive analysis …

[PDF][PDF] An overview of health analytics

W Raghupathi, V Raghupathi - J Health Med Informat, 2013 - pdfs.semanticscholar.org
Objectives: We examine the emerging health analytics field by describing the different health
analytics and providing examples of various applications. Methods: The paper discusses …

Data mining in clinical big data: the frequently used databases, steps, and methodological models

WT Wu, YJ Li, AZ Feng, L Li, T Huang, AD Xu… - Military Medical …, 2021 - Springer
Many high quality studies have emerged from public databases, such as Surveillance,
Epidemiology, and End Results (SEER), National Health and Nutrition Examination Survey …