Artificial intelligence in orthodontics: integration with Herbst appliance therapy for diagnosis, treatment planning and outcome evaluation

Ruziev Sh.D. Nigmatov R.N.

Интегративная стоматология и челюстно-лицевая хирургия · 2026-yil

Annotatsiya

The integration of artificial intelligence (AI) into orthodontics is transforming diagnostic and therapeutic approaches, particularly in the management of skeletal Class II malocclusion with the Herbst appliance. This article reviews the application of AI-based methods — including machine learning (ML) and convolutional neural networks (CNN) — in Herbst appliance therapy, encompassing automated cephalometric landmark detection, skeletal maturation assessment, treatment outcome prediction, and post-treatment stability evaluation. A clinical study of 90 patients aged 10–16 years treated with the Herbst appliance was conducted. AI-assisted cephalometric analysis demonstrated a mean landmark detection error of 1.21±0.34 mm versus 2.18±0.61 mm by manual method (p<0.001). AI-predicted mandibular advancement outcomes matched actual results with 91.3% accuracy. The study confirms that AI serves as a powerful complementary tool in Herbst appliance orthodontic care, enhancing precision, consistency, and treatment efficiency.

Maqola ma’lumotlari
MualliflarRuziev Sh.D. Nigmatov R.N.
JurnalИнтегративная стоматология и челюстно-лицевая хирургия
NashriyotТошкент давлат стоматология институти
ISSN2181-3574
Nashr sanasi2026-05-05
Jild5
Son2(14)
Betlar102-106
TilIngliz
Ilmiy sohaTibbiyot
DOI10.57231/j.idmfs.2026.5.2.012
Indeksga qo‘shilgan2026-09-02

DOI: 10.57231/j.idmfs.2026.5.2.012 · Maqolaning asl sahifasi · PDF

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Iqtibos keltirish

APARuziev Sh.D. Nigmatov R.N. (2026). Artificial intelligence in orthodontics: integration with Herbst appliance therapy for diagnosis, treatment planning and outcome evaluation. Интегративная стоматология и челюстно-лицевая хирургия, 5(2(14)), 102-106. https://doi.org/10.57231/j.idmfs.2026.5.2.012
GOST (OAK)Ruziev Sh.D. Nigmatov R.N. Artificial intelligence in orthodontics: integration with Herbst appliance therapy for diagnosis, treatment planning and outcome evaluation // Интегративная стоматология и челюстно-лицевая хирургия. – 2026. – T. 5, № 2(14). – P. 102-106. – DOI: 10.57231/j.idmfs.2026.5.2.012.
MLARuziev Sh.D. Nigmatov R.N. “Artificial intelligence in orthodontics: integration with Herbst appliance therapy for diagnosis, treatment planning and outcome evaluation.” Интегративная стоматология и челюстно-лицевая хирургия, 5(2(14)), 102-106, 2026. https://doi.org/10.57231/j.idmfs.2026.5.2.012
ChicagoRuziev Sh.D. Nigmatov R.N. “Artificial intelligence in orthodontics: integration with Herbst appliance therapy for diagnosis, treatment planning and outcome evaluation.” Интегративная стоматология и челюстно-лицевая хирургия, 5(2(14)), 102-106 (2026). https://doi.org/10.57231/j.idmfs.2026.5.2.012
HarvardRuziev Sh.D. Nigmatov R.N (2026) ‘Artificial intelligence in orthodontics: integration with Herbst appliance therapy for diagnosis, treatment planning and outcome evaluation’, Интегративная стоматология и челюстно-лицевая хирургия, 5(2(14)), 102-106. https://doi.org/10.57231/j.idmfs.2026.5.2.012
BibTeX
@article{ruzievshdnigmatovrn2026,
  title = {Artificial intelligence in orthodontics: integration with Herbst appliance therapy for diagnosis, treatment planning and outcome evaluation},
  author = {Ruziev Sh.D. Nigmatov R.N.},
  journal = {Интегративная стоматология и челюстно-лицевая хирургия},
  year = {2026},
  volume = {5},
  number = {2(14)},
  pages = {102-106},
  doi = {10.57231/j.idmfs.2026.5.2.012},
  url = {https://doi.org/10.57231/j.idmfs.2026.5.2.012}
}

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