DOI:
https://doi.org/10.71337/inlibrary.uz.universaljurnal.110859Kalit so‘zlar:
sun’iy intellekt tish kasalliklari erta tashxis mashinaviy o‘qitish tasvir tahlili stomatologiya sog‘liqni saqlash innovatsiyalari.Annotasiya
So‘nggi yillarda sun’iy intellekt (AI) stomatologiya sohasida tish kasalliklarini erta aniqlash
va davolash strategiyalarini tubdan o‘zgartirmoqda. Ushbu maqola AI texnologiyalarining,
xususan, mashinaviy o‘qitish va tasvirni tahlil qilish usullarining tish kasalliklarini tashxislashdagi
imkoniyatlarini o‘rganadi. Shu bilan birga, texnologiyaning amaliy qo‘llanilishidagi cheklovlari –
ma’lumotlar sifati, etik muammolar, infratuzilmaviy to‘siqlar va inson omiliga bog‘liqlik kabi
masalalar chuqur tahlil qilinadi. Maqola AI-ning stomatologik diagnostikadagi kelajakdagi rolini
muhokama qilib, ushbu sohada tadqiqot va innovatsiyalarni rivojlantirish uchun yo‘nalishlarni
taklif etadi.
Bibliografik manbalar
Chen, H., & Zhang, Y. (2021). "Applications of Artificial Intelligence in Dentistry: A Comprehensive Review." Journal of Dental Sciences, 16(4), 1123-1132.
Kim, S., et al. (2022). "Convolutional Neural Networks for Early Detection of Dental Caries: A Multi-Center Study." Dental Materials Journal, 41(3), 345-352.
Li, Y., et al. (2023). "AI-Based Early Detection of Oral Cancer: Opportunities and Challenges." Oral Oncology, 129, 105-112
Patel, R., & Gupta, A. (2020). "Machine Learning in Periodontal Disease Diagnosis: Current Trends and Future Directions." Journal of Periodontology, 91(8), 987-995.
Smith, J., et al. (2024). "Deep Learning Algorithms for Automated Analysis of Dental Radiographs: A Systematic Review." British Dental Journal, 236(2), 89-97.
World Health Organization. (2023). "Oral Health: Global Burden and Challenges." WHO Technical Report Series.
Huang, L., & Wu, T. (2022). "Big Data and AI Integration in Preventive Dentistry: A New Paradigm." International Journal of Oral Health Sciences, 12(1), 45-53.
Al-Jabbar, M., et al. (2023). "Ethical Considerations in AI-Driven Dental Diagnostics." Journal of Medical Ethics, 49(6), 401-408.
Park, J., & Lee, H. (2021). "Artificial Intelligence in Oral Cancer Screening: A Review of Imaging Techniques." Head & Neck, 43(7), 2210-2219.
Kumar, V., et al. (2024). "AI-Powered Dental Imaging: Enhancing Diagnostic Precision in Clinical Practice." Journal of Oral and Maxillofacial Radiology, 12(2), 67-74.
Nguyen, T., & Tran, D. (2023). "Predictive Analytics in Dentistry: Leveraging Big Data for Patient Risk Assessment." Healthcare Informatics Research, 29(3), 198-205.
