Work

Uniqueness of Medical Data Mining: How the new technologies and data they generate are transforming medicine

Year: 2019

Type: preprint

Abstract: The paper describes how the new technologies and data they generate are transforming medicine. It stresses the uniqueness of heterogeneous medical data and the ways of dealing with them. It lists different sources that generate big medical data, their security, legal and ethical issues, as well as machine learning/AI methods of dealing with them. A unique feature of the paper is use of case studies to illustrate how the new technologies influence medical practice.

Source: arXiv (Cornell University)

DOI: 10.48550/arxiv.1905.09203

Authors: Cios, Krzysztof J., Krawczyk, Bartosz, Cios, Jacquelyne, Staley, Kevin J.

Institutions: Virginia Commonwealth University, Polish Academy of Sciences, Harvard University

Language: English

Topic: Artificial Intelligence in Healthcare and Education

Subfield: Health Informatics

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: green

OpenAlex ID: W2945442098

Cites: 110

Cited by: 13

Related to: 10