RENTGEN TASVIRLARINI QAYTA IŞLAŞDA QÖLLANILADIGAN TEXNOLOGIYALAR
DOI:
https://doi.org/10.5281/zenodo.23954227Abstract
Uşbu tadqiqotda rentgen tasvirlarini raqamli qayta işlaşda qöllaniladigan zamonaviy texnologiyalar, ularning matematik-dasturiy asoslari va tibbiyot diagnostikasidagi amaliy ahamiyati tizimli ravişda tahlil qilingan. Rentgen tasvirlariga raqamli işlov beriş, şovqinlarni filtrlaş (Gaussian, Median, Bilateral), lokal kontrastni oşiriş (CLAHE), çegaraviy segmentatsiya hamda sunʼiy intellekt (CNN, U-Net, GAN) modellari yordamida patologiyalarni avtomatlaştirilgan holda aniqlaş jarayonlari körib çiqiladi. Şuningdek, stomatologik panoramali rentgenogrammalarni tahlil qilişning yaxlit texnologik konveyeri işlab çiqilgan bölib, u taşxis aniqligini oşiriş va şifokor qarorlarini samarali qöllab-quvvatlaşga xizmat qiladi. Kalit sözlar: rentgen tasvirlari, raqamli tasvirlarni qayta işlaş, tasvir sifati, filtrlaş, kontrastni oşiriş, segmentatsiya, sunʼiy intellekt, maşinaviy örganiş, tibbiy diagnostika, panoramali rentgen.Keywords
rentgen tasvirlari, raqamli tasvirlarni qayta işlaş, tasvir sifati, filtrlaş, kontrastni oşiriş, segmentatsiya, sunʼiy intellekt, maşinaviy örganiş, tibbiy diagnostika, panoramali rentgenReferences
Temirova, Kh., Nasimov, R., Abdusalomov, A., Khidirova, Ch., Kutlimuratov, A., Sadikova, Sh., Wonjun Jeong, Hyoungsun Choi, & Taeg Keun Whangbo. (2025). PatientEase—Domain-Aware RAG for Rehabilitation Instruction Simplification. Bioengineering, 12(11), 1204.
Temirova, X., & Ismailov, O. (2024). Tooth Square Detection Using Artificial Intelligence. AIP Conference Proceedings, Samarqand, 6 p. ISSN: 0094-243X; E-ISSN: 1551-7616.
Temirova, X. (2024). Detection of Diseases in the Oral Cavity, Detection of Dental Caries Using CNN. Scientific Electronic Journal “Innovations in Science and Technologies”, 1(1), 175–179. ISSN: 3030-3451.
Temirova, X., & Ismailov, O. (2024). Using the ReLU Function in the Diagnosis of X-Ray Dental Images. “Informatika va energetika muammolari” Özbekiston jurnali, (1), 27–34. ISSN: 2010-7242.
Temirova, X., & Ismailov, O. (2024). Automation of Medical Facilities, Automation of Diagnostic Processes for Intelligent Primary Diagnosis of Diseases of the Oral Cavity. International Scientific and Technical Journal “Chemical Technology. Control and Management”, Special Issue 5–6(119–120), 86–92. ISSN: 1815-4840.
Temirova, X. (2026). Maşinali öqitiş uçun tiş kasalliklarini aniqlovçi intellektual tizim uçun boşlanğiç ma’lumotlarni şakllantiriş modeli. “TATU xabarlari” ilmiy-texnika va axborot-tahliliy jurnali, 1(77), 136–145.
Temirova, X., Raxmonov, Ş., & Turayeva, M. (2025). Dental Cavity Detection Using U-Net Architecture. “Raqamli Transformatsiya va Sun’iy Intellekt” ilmiy jurnali, 3(2), 128–134. ISSN: 3030-3346.
Ismailov, O. M., Mirzaxalilov, S. S., & Temirova, X. F. (2024). Diagnostic tools for analyzing dental diseases in patients. Management and Future Technologies Scientific Journal.
Temirova, X., Ismailov, O., & Ismailov, M. (2024). Dental Radiography Analysis Using YOLOv8 Deep Learning Using Raspberry Pi Device. Scientific and Technical Journal “Sustainable Agriculture”, 2(22), 110–112. ISSN: 2181-9408.
Temirova, X., & Ismailov, O. (2025). Analysis of Algorithms for the Classification Problem in Deep Learning. American Journal of Applied Science and Technology, 5(12), 239–246.
Temirova, X., Ismailov, O., & Iskandarova, S. (2024). Algorithms for Diagnosing Dental Diseases. Conference Proceedings of the IV International Scientific and Practical Conference “Innovative Research and Perspectives of the Development of Science and Technology”, Stockholm, Sweden, 332–336.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 MUHANDISLIK VA IQTISODIYOT
This work is licensed under a Creative Commons Attribution 4.0 International License.
