Literature DB >> 31117831

Intelligent health data analytics: A convergence of artificial intelligence and big data.

Syed Sibte Raza Abidi1, Samina Raza Abidi2.   

Abstract

Healthcare is a living system that generates a significant volume of heterogeneous data. As healthcare systems are pivoting to value-based systems, intelligent and interactive analysis of health data is gaining significance for health system management, especially for resource optimization whilst improving care quality and health outcomes. Health data analytics is being influenced by new concepts and intelligent methods emanating from artificial intelligence and big data. In this article, we contextualize health data and health data analytics in terms of the emerging trends of artificial intelligence and big data. We examine the nature of health data using the big data criterion to understand "how big" is health data. Next, we explain the working of artificial intelligence-based data analytics methods and discuss "what insights" can be derived from a broad spectrum of health data analytics methods to improve health system management, health outcomes, knowledge discovery, and healthcare innovation.

Mesh:

Year:  2019        PMID: 31117831     DOI: 10.1177/0840470419846134

Source DB:  PubMed          Journal:  Healthc Manage Forum        ISSN: 0840-4704


  4 in total

1.  Exponential growth of systematic reviews assessing artificial intelligence studies in medicine: challenges and opportunities.

Authors:  Thilo von Groote; Narges Ghoreishi; Maria Björklund; Christian Porschen; Livia Puljak
Journal:  Syst Rev       Date:  2022-06-28

Review 2.  Big data in the healthcare system: a synergy with artificial intelligence and blockchain technology.

Authors:  Reyes-González Juan Pablo; Díaz-Peregrino Roberto; Soto-Ulloa Victor; Galvan-Remigio Isabel; Castillo Paul; Ogando-Rivas Elizabeth
Journal:  J Integr Bioinform       Date:  2021-08-18

3.  Cloud-Based System for Effective Surveillance and Control of COVID-19: Useful Experiences From Hubei, China.

Authors:  Mengchun Gong; Li Liu; Xin Sun; Yue Yang; Shuang Wang; Hong Zhu
Journal:  J Med Internet Res       Date:  2020-04-22       Impact factor: 5.428

4.  Artificial intelligence with multi-functional machine learning platform development for better healthcare and precision medicine.

Authors:  Zeeshan Ahmed; Khalid Mohamed; Saman Zeeshan; XinQi Dong
Journal:  Database (Oxford)       Date:  2020-01-01       Impact factor: 3.451

  4 in total

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