Big data analytics in healthcare

C Guo, J Chen - … and systems: Toward establishing knowledge systems …, 2023 - Springer
A vast volume of digitized clinical data has been generated and accumulated rapidly since
the widespread adoption of Electronic Medical Records (EMRs). These big data in …

[HTML][HTML] Big data in healthcare: management, analysis and future prospects

S Dash, SK Shakyawar, M Sharma, S Kaushik - Journal of big data, 2019 - Springer
'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 …

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 …

Big data for healthcare: a survey

S Bahri, N Zoghlami, M Abed, JMRS Tavares - IEEE access, 2018 - ieeexplore.ieee.org
Recently, the massification of new technologies, which has been adopted by a large majority
of the world population, has accumulated a tremendous amount of data, including clinical …

Precision Health Informatics-Big Data and AI for Personalized Healthcare Solutions: Analyzing Their Roles in Generating Insights and Facilitating Personalized …

M Raparthi - Human-Computer Interaction Perspectives, 2021 - thesciencebrigade.com
Precision health informatics is revolutionizing healthcare by leveraging big data and artificial
intelligence (AI) to deliver personalized healthcare solutions. This paper explores the …

Perspective of artificial intelligence in healthcare data management: A journey towards precision medicine

NS Gupta, P Kumar - Computers in Biology and Medicine, 2023 - Elsevier
Mounting evidence has highlighted the implementation of big data handling and
management in the healthcare industry to improve the clinical services. Various private and …

Big data knowledge system in healthcare

G Manogaran, C Thota, D Lopez, V Vijayakumar… - Internet of things and big …, 2017 - Springer
The health care systems are rapidly adopting large amounts of data, driven by record
keeping, compliance and regulatory requirements, and patient care. The advances in …

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 …

Use of big data in drug development for precision medicine: an update

T Qian, S Zhu, Y Hoshida - … review of precision medicine and drug …, 2019 - Taylor & Francis
Introduction: Big-data-driven drug development resources and methodologies have been
evolving with ever-expanding data from large-scale biological experiments, clinical trials …

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 …