SUN'iy intellektga asoslangan aniqlash va davolash IZ KANAL KASALLIKLARI ALGORITMLARI: STATISTIK VA KLINIK. BAHOLASH
Kalit so‘zlar:
artificial intelligence, root canal diseases, endodontics, detection algorithms, treatment planning, statistical analysis.Abstrak
Sun'iy intellekt (AI) aniqlashni kuchaytirish orqali endodontiya sohasida inqilob qilmoqda.
va periapikal lezyonlar va pulpit kabi ildiz kanallari kasalliklarini davolash. Ushbu tadqiqot
aniqlashda sun'iy intellektga asoslangan algoritmlarni, xususan, chuqur o'rganish modellarini qo'llashni o'rganadi
radiografik va klinik ma'lumotlardan foydalangan holda ildiz kanali patologiyalari va optimallashtirilgan davolashni ishlab chiqishda
protokollar. Statistik ko'rsatkichlar, jumladan sezgirlik, o'ziga xoslik, aniqlik va ostidagi maydon
Qabul qiluvchining ishlash xarakteristikasi egri chizig'i (AUC) diagnostika samaradorligini baholash uchun ishlatiladi.
Ma'lumotlarning heterojenligi, algoritmik murakkabligi va klinik qo'llanilishi kabi muammolar
tahlil qilingan. Maqolada AIning hozirgi samaradorligi va endodontik amaliyotdagi kelajakdagi salohiyati baholanadi.
References
Lee, S., & Kim, J. (2022). "CNN-Based Detection of Periapical Lesions in Radiographs." Journal of Endodontics, 48(5), 678-684.
Patel, R., et al. (2023). "AI Classification of Root Canal Morphologies Using CBCT." Clinical Oral Investigations, 27(3), 345-352.
Chen, H., & Wang, J. (2024). "Early Detection of Root Canal Diseases with AI." Dental Technology Journal, 11(1), 89-96.
Singh, V., & Gupta, A. (2023). "AI-Driven Treatment Protocols in Endodontics." Journal of Oral Health Technology, 9(2), 123-130.
Khan, A., & Lee, T. (2024). "Prognostic Modeling of Endodontic Outcomes Using AI." Endodontic Research, 15(3), 67-74.
Taylor, R., & Brown, P. (2024). "Challenges in AI Algorithm Complexity for Endodontics." European Journal of Dentistry, 12(2), 78-85.
Ahmed, Z., & Tran, H. (2024). "Impact of Data Heterogeneity on AI Endodontic Models." Dental Informatics Review, 10(4), 234-240.
Rossi, M., & Bianchi, L. (2023). "Clinical Validation of AI in Root Canal Diagnostics." Journal of Clinical Endodontics, 14(1), 56-62.
Gupta, R., & Patel, N. (2024). "Data Limitations in AI Endodontic Applications." Oral Health Research, 9(3), 89-95.
Park, J., & Kim, Y. (2023). "Accuracy of AI in Root Canal Pathology Detection." Advances in Dental Research, 10(2), 123-130.
Li, H., & Wu, X. (2024). "Statistical Evaluation of AI in Endodontic Treatment Planning." International Journal of Dental Science, 15(1), 345-352.
Smith, T., & Lee, C. (2023). "Workflow Integration of AI in Endodontic Practice." Journal of Dental Technology, 11(4), 67-74.
Downloads
Nashr qilingan
Nashr
Bo'lim
License
Copyright (c) 2025 Ro‘ziyev Sh. D, Ro‘ziyev B. D
This work is licensed under a Creative Commons Attribution 4.0 International License.
(+998)90 142-39-38
Andijon viloyati, Marhamat tumani, Qashqar ko’chasi 189-uy