articleBMC Medical Informatics and Decision MakingJul 22, 2020GOLD OA

Use of AI-based tools for healthcare purposes: a survey study from consumers’ perspectives

Florida International University

PubMed
Indexed incrossrefdoajpubmed

Abstract

Background

Several studies highlight the effects of artificial intelligence (AI) systems on healthcare delivery. AI-based tools may improve prognosis, diagnostics, and care planning. It is believed that AI will be an integral part of healthcare services in the near future and will be incorporated into several aspects of clinical care. Thus, many technology companies and governmental projects have invested in producing AI-based clinical tools and medical applications. Patients can be one of the most important beneficiaries and users of AI-based applications whose perceptions may affect the widespread use of AI-based tools. Patients should be ensured that they will not be harmed by AI-based devices, and instead, they will be benefited by using AI technology for healthcare purposes. Although AI can enhance healthcare outcomes, possible dimensions of concerns and risks should be addressed before its integration with routine clinical care.

Methods

We develop a model mainly based on value perceptions due to the specificity of the healthcare field. This study aims at examining the perceived benefits and risks of AI medical devices with clinical decision support (CDS) features from consumers' perspectives. We use an online survey to collect data from 307 individuals in the United States.

Citation impact

470
total citations
FWCI
11.14
Percentile
100%
References
91
Citations per year

Authors

1

Topics & keywords

Keywords
  • Health care
  • Health informatics
  • Applications of artificial intelligence
  • Knowledge management
  • Perception
  • Field (mathematics)
  • Clinical decision support system
  • Computer science
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