Big data analytics for healthcare industry: impact, applications, and tools
In recent years, huge amounts of structured, unstructured, and semi-structured data have
been generated by various institutions around the world and, collectively, this …
been generated by various institutions around the world and, collectively, this …
Big data, big problems: a healthcare perspective
Much has been written on the benefits of big data for healthcare such as improving patient
outcomes, public health surveillance, and healthcare policy decisions. Over the past five …
outcomes, public health surveillance, and healthcare policy decisions. Over the past five …
Decision-making based on big data analytics for people management in healthcare organizations
MJ Sousa, AM Pesqueira, C Lemos, M Sousa… - Journal of medical …, 2019 - Springer
Big data analytics enables large-scale data sets integration, supporting people management
decisions, and cost-effectiveness evaluation of healthcare organizations. The purpose of this …
decisions, and cost-effectiveness evaluation of healthcare organizations. The purpose of this …
[PDF][PDF] BigData analysis in healthcare: apache hadoop, apache spark and apache flink
Results: The findings showed that each of the studied platforms has features, such as data
processing, support for different languages, processing speed, computational model …
processing, support for different languages, processing speed, computational model …
Medical big data mining and processing in e-healthcare
Healthcare acquired its current influence regarding big data technology due to the fact that
the data sources involved in healthcare are well-known for their volume, heterogeneous …
the data sources involved in healthcare are well-known for their volume, heterogeneous …
Big data for health
J Andreu-Perez, CCY Poon… - IEEE journal of …, 2015 - ieeexplore.ieee.org
This paper provides an overview of recent developments in big data in the context of
biomedical and health informatics. It outlines the key characteristics of big data and how …
biomedical and health informatics. It outlines the key characteristics of big data and how …
Panacea of challenges in real-world application of big data analytics in healthcare sector
G Shah, A Shah, M Shah - Journal of Data, Information and Management, 2019 - Springer
Big data analytics is emerging ever since it has been introduced in the healthcare sector. It
has given tools to gather, operate, assess, and associate large volumes of disparate …
has given tools to gather, operate, assess, and associate large volumes of disparate …
Savana: re-using electronic health records with artificial intelligence
I Hernandez Medrano, J Tello Guijarro, C Belda… - 2018 - reunir.unir.net
Health information grows exponentially (doubling every 5 years), thus generating a sort of
inflation of science, ie the generation of more knowledge than we can leverage. In an …
inflation of science, ie the generation of more knowledge than we can leverage. In an …
Perspective of artificial intelligence in healthcare data management: A journey towards precision medicine
Mounting evidence has highlighted the implementation of big data handling and
management in the healthcare industry to improve the clinical services. Various private and …
management in the healthcare industry to improve the clinical services. Various private and …
[引用][C] Big data in medical applications and health care
L Wang, CA Alexander - American Medical Journal, 2015 - Science Publications