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
… in the healthcare sector. In this paper, we discuss these challenges, methods used to overcome
these challenges… conclusion has been drawn to keep advancing in the healthcare sector. …

Big data for development: A review of promises and challenges

M Hilbert - Development Policy Review, 2016 - Wiley Online Library
… development areas such as healthcare, economic productivity … of what happens in the real
world, Big Data often captures all … the advent of the Big Data paradigm is not a panacea. It is …

A comprehensive analysis of healthcare big data management, analytics and scientific programming

S Nazir, S Khan, HU Khan, S Ali… - IEEE …, 2020 - ieeexplore.ieee.org
… The role of medical big data becomes a challenging task in the form of storage, required
information retrieval within a … Geerts, "Big data to smart data in Alzheimer's disease: Real-world

Systematic analysis of healthcare big data analytics for efficient care and disease diagnosing

S Khan, HU Khan, S Nazir - Scientific Reports, 2022 - nature.com
on healthcare challenges … the applications and challenges of healthcare big data analytics.
From the literature it is concluded that multiple new applications are developed for big data

'Fit-for-purpose?'–challenges and opportunities for applications of blockchain technology in the future of healthcare

TK Mackey, TT Kuo, B Gummadi, KA Clauson… - BMC medicine, 2019 - Springer
… , published studies, and real-world examples. The aim of this … , robotic process automation,
and big data. He is the current … a panacea for all issues related to biomedical research data

Big data and machine learning algorithms for health-care delivery

KY Ngiam, W Khor - The Lancet Oncology, 2019 - thelancet.com
… at the population level to provide a real-world picture. Analysing the actual … Despite its
advantages, deep learning is not a panacea to all modelling tasks. Numerous machine learning …

The double-edged sword of big data in organizational and management research: A review of opportunities and risks

R Wenzel, N Van Quaquebeke - Organizational Research …, 2018 - journals.sagepub.com
… , and operationalization of the real-world phenomenon under … issues covered in this review
apply to any particular Big Data … While this is no panacea, determining the magnitude and …

Harnessing the power of synthetic data in healthcare: innovation, application, and privacy

M Giuffrè, DL Shung - NPJ digital medicine, 2023 - nature.com
… with real-world healthcare applications of synthetic data that … Despite the promise of DP to
mitigate risk, it is not a panacea… sensitive big data. They designed a prototype of a block-chain …

From data breach to data shield: the crucial role of big data analytics in modern cybersecurity strategies

P Sharma, S Barua - International Journal of Information …, 2023 - publications.dlpress.org
… To present real-world case studies where big data analytics have been … the challenges and
complexities of Big Data Analytics. … security features, it's crucial to note that it's not a panacea. …

Quest for dexterous prospects in AI regulated arena: opportunities and challenges in healthcare

S Adlakha, D Yadav, RK Garg… - … Journal of Healthcare …, 2020 - inderscienceonline.com
… , variety, and variable data is known as big data (BD). BD … and testing for fast data analytics
purposes (Kempenaar et al., … real world, using virtual objects associated with the real world. …