Assessment of CNNs, transformers, and hybrid architectures in dental image segmentation

As deep-learning-based image analysis is part of modern dentistry, practitioners and dental researchers should be aware of strength and limitations of modern model architectures for dental-image analysis. Models that demonstrate optimal performance in other domains do not necessarily constitute the optimal selection for the purpose of dental imaging.