reviewJournal of Dental ResearchApr 21, 2020HYBRID OA

Artificial Intelligence in Dentistry: Chances and Challenges

Charité - Universitätsmedizin Berlin · Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

PubMed
Indexed incrossrefpubmed

Abstract

The term "artificial intelligence" (AI) refers to the idea of machines being capable of performing human tasks. A subdomain of AI is machine learning (ML), which "learns" intrinsic statistical patterns in data to eventually cast predictions on unseen data. Deep learning is a ML technique using multi-layer mathematical operations for learning and inferring on complex data like imagery. This succinct narrative review describes the application, limitations and possible future of AI-based dental diagnostics, treatment planning, and conduct, for example, image analysis, prediction making, record keeping, as well as dental research and discovery. AI-based applications will streamline care, relieving the dental…

Citation impact

1,191
total citations
FWCI
23.22
Percentile
100%
References
26
Citations per year

Authors

3

Topics & keywords

Keywords
  • Computer science
  • Artificial intelligence
  • Population
  • Deep learning
  • Health care
  • Generalizability theory
  • Data science
  • Machine learning
UN Sustainable Development Goals
  • Quality Education
No related works found for this paper.