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 …
Epidemiology, and End Results (SEER), National Health and Nutrition Examination Survey …
Brief introduction of medical database and data mining technology in big data era
J Yang, Y Li, Q Liu, L Li, A Feng, T Wang… - Journal of Evidence …, 2020 - Wiley Online Library
Data mining technology can search for potentially valuable knowledge from a large amount
of data, mainly divided into data preparation and data mining, and expression and analysis …
of data, mainly divided into data preparation and data mining, and expression and analysis …
A review of data mining using big data in health informatics
M Herland, TM Khoshgoftaar, R Wald - Journal of Big data, 2014 - Springer
The amount of data produced within Health Informatics has grown to be quite vast, and
analysis of this Big Data grants potentially limitless possibilities for knowledge to be gained …
analysis of this Big Data grants potentially limitless possibilities for knowledge to be gained …
Health big data analytics: current perspectives, challenges and potential solutions
MH Kuo, T Sahama, AW Kushniruk… - … Journal of Big …, 2014 - inderscienceonline.com
Modern health information systems can generate several exabytes of patient data, the so
called 'health big data', per year. Many health managers and experts believe that with the …
called 'health big data', per year. Many health managers and experts believe that with the …
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 …
gain both novel and deep insights and can facilitate unprecedented understanding of large …
A systematic review on healthcare analytics: application and theoretical perspective of data mining
The growing healthcare industry is generating a large volume of useful data on patient
demographics, treatment plans, payment, and insurance coverage—attracting the attention …
demographics, treatment plans, payment, and insurance coverage—attracting the attention …
[HTML][HTML] Big data in health care: Applications and challenges
Abstract The concept of Big Data is popular in a variety of domains. The purpose of this
review was to summarize the features, applications, analysis approaches, and challenges of …
review was to summarize the features, applications, analysis approaches, and challenges of …
[HTML][HTML] Big data in healthcare: management, analysis and future prospects
'Big data'is massive amounts of information that can work wonders. It has become a topic of
special interest for the past two decades because of a great potential that is hidden in it …
special interest for the past two decades because of a great potential that is hidden in it …
The potential of big data research in healthcare for medical doctors' learning
M Au-Yong-Oliveira, A Pesqueira, MJ Sousa… - Journal of Medical …, 2021 - Springer
The main goal of this article is to identify the main dimensions of a model proposal for
increasing the potential of big data research in Healthcare for medical doctors'(MDs') …
increasing the potential of big data research in Healthcare for medical doctors'(MDs') …
The National Institutes of Health's Big Data to Knowledge (BD2K) initiative: capitalizing on biomedical big data
R Margolis, L Derr, M Dunn, M Huerta… - Journal of the …, 2014 - academic.oup.com
Biomedical research has and will continue to generate large amounts of data (termed 'big
data') in many formats and at all levels. Consequently, there is an increasing need to better …
data') in many formats and at all levels. Consequently, there is an increasing need to better …