Skip to main content
Biomedical Information Technology

Health intelligence

Publication ,  Chapter
Shaban-Nejad, A; Kamaleswaran, R; Shin, EK; Akbilgic, O
January 1, 2019

Artificial intelligence (AI) enables machines to extract, integrate, exchange, and analyze large heterogeneous datasets to answer complex problems in a timely manner. The promise of AI in healthcare and medicine has been embraced by many computer scientists, clinicians, and policymakers. This chapter aims to provide an overview of the use of artificial intelligence methods and technologies in healthcare and medicine to support clinical and public health decisions to improve the health of individuals and populations, narrow health disparities, decrease healthcare costs, and improve overall human well-being. After providing a brief background information on the role of AI in health and medicine and introducing some of the most common AI approaches for predictive modeling in this domain, the chapter will discuss different facets of health intelligence along with several example applications.

Duke Scholars

DOI

Publication Date

January 1, 2019

Start / End Page

197 / 215
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Shaban-Nejad, A., Kamaleswaran, R., Shin, E. K., & Akbilgic, O. (2019). Health intelligence. In Biomedical Information Technology (pp. 197–215). https://doi.org/10.1016/B978-0-12-816034-3.00006-7
Shaban-Nejad, A., R. Kamaleswaran, E. K. Shin, and O. Akbilgic. “Health intelligence.” In Biomedical Information Technology, 197–215, 2019. https://doi.org/10.1016/B978-0-12-816034-3.00006-7.
Shaban-Nejad A, Kamaleswaran R, Shin EK, Akbilgic O. Health intelligence. In: Biomedical Information Technology. 2019. p. 197–215.
Shaban-Nejad, A., et al. “Health intelligence.” Biomedical Information Technology, 2019, pp. 197–215. Scopus, doi:10.1016/B978-0-12-816034-3.00006-7.
Shaban-Nejad A, Kamaleswaran R, Shin EK, Akbilgic O. Health intelligence. Biomedical Information Technology. 2019. p. 197–215.

DOI

Publication Date

January 1, 2019

Start / End Page

197 / 215