Big data analytics in healthcare

A Belle, R Thiagarajan… - BioMed research …, 2015 - Wiley Online Library
The rapidly expanding field of big data analytics has started to play a pivotal role in the
evolution of healthcare practices and research. It has provided tools to accumulate, manage …

Mining electronic health records (EHRs) A survey

P Yadav, M Steinbach, V Kumar, G Simon - ACM Computing Surveys …, 2018 - dl.acm.org
The continuously increasing cost of the US healthcare system has received significant
attention. Central to the ideas aimed at curbing this trend is the use of technology in the form …

[HTML][HTML] Big data handling mechanisms in the healthcare applications: A comprehensive and systematic literature review

A Pashazadeh, NJ Navimipour - Journal of biomedical informatics, 2018 - Elsevier
Healthcare provides many services such as diagnosing, treatment, prevention of diseases,
illnesses, injuries, and other physical and mental disorders. Large-scale distributed data …

Big Data solutions in Healthcare: Problems and perspectives

PS Mathew, AS Pillai - 2015 International conference on …, 2015 - ieeexplore.ieee.org
Data in the healthcare sector is growing beyond dealing capacity of the health care
organizations and is expected to increase significantly in the coming years. Majority of the …

Big data analytics and internet of things for personalised healthcare: opportunities and challenges.

S Venkatraman, S Parvin, W Mansoor… - … Journal of Electrical …, 2023 - search.ebscohost.com
With the increasing use of technologies and digitally driven healthcare systems worldwide,
there will be several opportunities for the use of big data in personalized healthcare. In …

Interactive big data management in healthcare using spark

J Archenaa, EAM Anita - Proceedings of the 3rd International Symposium …, 2016 - Springer
This paper gives an insight on how to use apache spark for performing predictive analytics
using the healthcare data. Large amount of data such as Physician notes, medical history …

A generic survey on medical big data analysis using internet of things

S Kuila, N Dhanda, S Joardar, S Neogy… - … Conference on Artificial …, 2019 - Springer
In medical science, various medical parameters and post-operational data should be
analyzed properly. Using Internet of things (IoT), the physicians can access the local and …

Comparitive study on healthcare prediction systems using big data

C Kaul, A Kaul, S Verma - 2015 International Conference on …, 2015 - ieeexplore.ieee.org
The era of digitization has led computers to become the real face of handling commercial
processes across a plethora of industries. As institutions today specifically in the medical …

[图书][B] Hypothesis formulation in medical records space

TO Ba-Dhfari - 2017 - search.proquest.com
Patient medical records are a valuable resource that can be used for many purposes
including managing and planning for future health needs as well as clinical research. Health …

A cloud-based comprehensive health information system framework

D WU, F HUSSAIN, G ZHANG, JIE LU… - … and Decision Making …, 2016 - World Scientific
Big data appearing in health domain bring great opportunities for the health information
system development. To effectively utilize the big health data, three challenges: data …