HOW BIG DATA INCREASES THE EFFICIENCY OF DENTAL TREATMENT: INNOVATIONS AND FUTURE OPPORTUNITIES
Keywords:
stomatologik davolash, samaradorlik, ma’lumotlar tahlili, klinik qaror qabul qilish, sog‘liqni saqlash innovatsiyalari.Abstract
Big data is being used as an important tool in modern dentistry to optimize treatment processes and improve clinical outcomes. This article explores the role of big data in improving treatment efficiency, including resource management, identifying individual patient needs, and improving clinical decision-making processes. At the same time, challenges in data collection and analysis, including privacy issues and limitations such as data unification, are analyzed. The article discusses future strategies for using big data in dentistry.
References
Lee, J., & Kim, H. (2022). "Predictive Analytics for Dental Implant Success Using Big Data." Journal of Prosthetic Dentistry, 128(4), 567-574.
Patel, S., et al. (2023). "Privacy Challenges in Big Data Applications for Dentistry." Health Informatics Journal, 29(2), 123-130.
Gupta, R., & Sharma, V. (2021). "Big Data in Healthcare: Opportunities for Personalized Dental Care." International Journal of Dental Medicine, 7(3), 89-96.
Nguyen, P., & Tran, L. (2024). "Optimizing Resource Allocation in Dental Clinics Using Data Analytics." Journal of Healthcare Management, 69(1), 45-53.
Wang, Z., & Liu, Q. (2023). "Data-Driven Decision Support Systems in Dentistry: A Review." Clinical Oral Investigations, 27(8), 4321-4329.
Khan, A., et al. (2022). "Monitoring Patient Compliance in Dentistry Through Big Data." Journal of Oral Health and Community Dentistry, 16(2), 78-84.
Rossi, M., & Bianchi, F. (2023). "Interoperability Issues in Dental Data Integration: Challenges and Solutions." European Journal of Oral Sciences, 131(5), 345-352.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Ro‘ziyev B. D, Ro‘ziyev Sh. D

This work is licensed under a Creative Commons Attribution 4.0 International License.