Using AI in Optimizing Oral and Dental Diagnoses—A Narrative Review
2024

Using AI to Improve Dental Diagnoses

publication Evidence: moderate

Author Information

Author(s): Surdu Amelia, Budala Dana Gabriela, Luchian Ionut, Foia Liliana Georgeta, Botnariu Gina Eosefina, Scutariu Monica Mihaela

Primary Institution: “Grigore T. Popa” University of Medicine and Pharmacy, Iasi, Romania

Hypothesis

How can artificial intelligence enhance the accuracy and efficiency of oral and dental diagnoses?

Conclusion

AI technologies can significantly improve the accuracy and efficiency of dental diagnoses, leading to better patient outcomes.

Supporting Evidence

  • AI can analyze clinical images to identify dental issues like caries and periodontal disease.
  • AI technologies improve diagnostic accuracy and efficiency in dental practices.
  • Machine learning models can predict disease progression and treatment outcomes.

Takeaway

AI helps dentists find problems in teeth and gums faster and more accurately, making it easier to take care of our mouths.

Methodology

The review analyzed peer-reviewed studies on AI applications in oral and dental diagnoses using a structured, non-systematic search across multiple databases.

Potential Biases

AI systems may perpetuate biases present in training datasets, and their 'black box' nature can make them difficult for clinicians to interpret.

Limitations

Many digital diagnostic tools are new, and there is limited clinical evidence regarding their accuracy and impact on patient experience.

Digital Object Identifier (DOI)

10.3390/diagnostics14242804

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