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Odontogenesis

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Application of entire dental panorama image data in artificial intelligence model for age estimation.

BMC oral health
BACKGROUND: Accurate age estimation is vital for clinical and forensic purposes. With the rapid advancement of artificial intelligence(AI) technologies, traditional methods relying on tooth development, while reliable, can be enhanced by leveraging d...

Diagnosing oral and maxillofacial diseases using deep learning.

Scientific reports
The classification and localization of odontogenic lesions from panoramic radiographs is a challenging task due to the positional biases and class imbalances of the lesions. To address these challenges, a novel neural network, DOLNet, is proposed tha...

Deep learning methods for fully automated dental age estimation on orthopantomograms.

Clinical oral investigations
OBJECTIVES: This study aimed to use all permanent teeth as the target and establish an automated dental age estimation method across all developmental stages of permanent teeth, accomplishing all the essential steps of tooth determination, tooth deve...