Big data analytics in healthcare− A systematic literature review and roadmap for practical implementation

S Imran, T Mahmood, A Morshed… - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
The advent of healthcare information management systems (HIMSs) continues to produce
large volumes of healthcare data for patient care and compliance and regulatory …

Harnessing big data analytics for healthcare: A comprehensive review of frameworks, implications, applications, and impacts

A Ahmed, R Xi, M Hou, SA Shah, S Hameed - IEEE Access, 2023 - ieeexplore.ieee.org
Big Data Analytics (BDA) has garnered significant attention in both academia and industries,
particularly in sectors such as healthcare, owing to the exponential growth of data and …

Demystifying the advancements of big data analytics in medical diagnosis: an overview

N Naik, Y Rallapalli, M Krishna, AS Vellara… - Engineered …, 2021 - espublisher.com
The healthcare industry generates a large amount of data, driven by record keeping, patient
care, compliance and regulatory requirements. The digitization of the information is called …

[HTML][HTML] Big data and analytics in healthcare: Introduction to the special section

A Kankanhalli, J Hahn, S Tan, G Gao - Information Systems Frontiers, 2016 - Springer
Aging populations and lifestyle changes pose increasing pressures on healthcare systems
around the world. These trends accompanied by the digitization of health and patient data …

[HTML][HTML] Big data analytics in healthcare: promise and potential

W Raghupathi, V Raghupathi - Health information science and systems, 2014 - Springer
Objective To describe the promise and potential of big data analytics in healthcare. Methods
The paper describes the nascent field of big data analytics in healthcare, discusses the …

Big data analytics in healthcare: a systematic literature review

S Khanra, A Dhir, AKMN Islam… - Enterprise Information …, 2020 - Taylor & Francis
The current study performs a systematic literature review (SLR) to synthesise prior research
on the applicability of big data analytics (BDA) in healthcare. The SLR examines the …

Elements of healthcare big data analytics

N Mehta, A Pandit, M Kulkarni - Big data analytics in healthcare, 2020 - Springer
As the focus of healthcare industry shifts towards patient-centric model, healthcare is
increasingly becoming data-driven in nature. Alongside this, the newer developments in …

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 …

[图书][B] Data science in healthcare: Benefits, challenges and opportunities

Z Abedjan, N Boujemaa, S Campbell, P Casla… - 2019 - Springer
The advent of digital medical data has brought an exponential increase in information
available for each patient, allowing for novel knowledge generation methods to emerge …

Healthcare big data: A comprehensive overview

PKD Pramanik, S Pal… - Research anthology on big …, 2022 - igi-global.com
Big data has unlocked a new opening in healthcare. Thanks to the considerable benefits
and opportunities, it has attracted the momentous attention of all the stakeholders in the …