Caries Detection and Classification in Photographs Using an Artificial Intelligence-Based Model—An External Validation Study
The validated AI-based model showed promising diagnostic performance in detecting and classifying caries using an independent image dataset. Future studies are needed to investigate the validity, reliability and practicability of AI-based models using dental photographs from different image sources and/or patient groups.
Authors
- Nour Ammar (ORCID: https://orcid.org/0000-0002-7654-2493)
- Falk Schwendicke (ORCID: https://orcid.org/0000-0003-1223-1669)
- Jan Kühnisch (ORCID: https://orcid.org/0000-0003-4063-2291)
- Andreas Keßler (ORCID: https://orcid.org/0000-0003-3024-2425)
- Helena Dujic (ORCID: https://orcid.org/0000-0002-9829-4427)
- Julia Neumayr (ORCID: https://orcid.org/0009-0009-5847-5838)
- Elisabeth Frenkel
- Julia Schwarzmaier
Institutions
- University of Freiburg (DE)
- Ludwig-Maximilians-Universität München (DE)
Publication Details
- Journal
- Diagnostics
- Published
- 2024-10-14
- DOI
- https://doi.org/10.3390/diagnostics14202281
- Citations
- 6
- Primary Topic
- Dental Radiography and Imaging
- Type
- article
- Field-Weighted Citation Impact
- 2.96