Stomatology ›› 2022, Vol. 42 ›› Issue (1): 8-13.doi: 10.13591/j.cnki.kqyx.2022.01.002

• Column on Digital Technology • Previous Articles     Next Articles

Study on the application of deep learning technology in stomatology

XIE Lizhe, FAN Yubo   

  1. Jiangsu Province Key Laboratory of Oral Diseases; Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing 210029, China
  • Revised:2021-11-17 Online:2022-01-28 Published:2022-01-28

Abstract: Due to its strong ability of feature extraction and learning, deep learning has been proven to have significant potential in the field of artificial intelligence. We in this paper review the general concept of this technology and its application in various fields of stomatology, including image preprocessing, auxiliary diagnosis and treatment and postoperative evaluation, and explore the new direction of stomatology reform under the support of deep learning. By combining advanced algorithms and expert experience, deep learning is expected to solve challenging problems in clinical stomatology, offer clinicians intelligent auxiliary plan and support and provide new ideas for personalized diagnosis and treatment of oral diseases.

Key words: deep learning, stomatology, application study

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