Français :
Developements de nouvels outils de l'apprentissage automatique pour classification, analyse et interprétation des images en orthodontie

Anglais :
Development of new Machine Learning methods for classification, analysis and interpretation of images for Orthodontics

The main idea is to continue to develop new methods of ML for classification, analysis and interpretation of different kind of orthodontics images such as:

• Lateral x-rays radiography for
  -- determining the degrees of maturation of the vertebra;
  -- automatic contouring the the vertebra;
  -- automatic cephalometric analysis, etc.

• Panoramic x-rays radiography -- for automatic contouring the teeth; -- classification of degree of inclination of incisives;

• The main theoretical aspect is related to Interpretable Machine Learning

a large maxillofacial radiology database (15,000 X ray) has already been launched and ready to use for this study

https://scholar.google.fr/scholar?q=Interpretable+Machine+Learning&hl=fr&as_sdt=0&as_vis=1&oi=scholart

https://christophm.github.io/interpretable-ml-book/

• The work will be done in cooperation with other orthodontics physicans
• https://www.makaremi-orthodontie.fr
• https://www.makaremi-orthodontie.fr/media/articles/artificial-intelligence-applications-in-orthognathic-surgery.pdf