System, method, and apparatus for dental pathology detection on x-ray images in veterinary ecosystems

One or more computer-readable non-transitory storage media embodying software that is operable when executed to:

• access a first image depicting an oral cavity associated with an animal;
• detect, based on one or more machine-learning models, a plurality of teeth associated with the animal from the first image;
• identify, based on the one or more machine-learning models, each of the detected teeth based on a numbering protocol;
• determine, for each of the identified teeth based on the one or more machine-learning models, whether the tooth is healthy or has any dental pathology;
• localize each tooth that has any pathology based on the numbering protocol;
• and
• generate a first report comprising a localization of each tooth that has any pathology.

A system comprising:

• one or more processors;
• and a non-transitory memory coupled to the processors comprising instructions executable by the processors, the processors operable when executing the instructions to:
• access a first image depicting an oral cavity associated with an animal;
• detect, based on one or more machine-learning models, a plurality of teeth associated with the animal from the first image;
• identify, based on the one or more machine-learning models, each of the detected teeth based on a numbering protocol;
• determine, for each of the identified teeth based on the one or more machine-learning models, whether the tooth is healthy or has any dental pathology;
• localize each tooth that has any pathology based on the numbering protocol;
• and
• generate a first report comprising a localization of each tooth that has any pathology.