PEDIATRIYADAN BOLALAR PNEVMONIYASI DIAGNOSTIKASI VA DAVOLASHDA SUNIY INTELEKTNI AHAMIYATI
Keywords:
pediatriya, bolalar pnevmoniyasi, sun’iy intellekt.Abstract
Ushbu ishda pediatriyada bolalar pnevmoniyasini erta aniqlash va
samarali davolashda sun’iy intellekt (SI) texnologiyalarining o‘rni va ahamiyati
yoritilgan. Sun’iy intellekt asosidagi algoritmlar rentgen tasvirlari, klinik va laborator
ma’lumotlarni tahlil qilish orqali pnevmoniyani tez va aniq diagnostika qilish imkonini
beradi. SI yordamida asoratlarni bashorat qilish, individual davolash rejalarini tuzish
va antibiotikoterapiyani optimallashtirish mumkinligi ko‘rsatib berilgan.
References
1. World Health Organization. Pneumonia in children.
2. Nelson Textbook of Pediatrics.
3. Behrman R.E. Pediatric Infectious Diseases.
4. Kumar V. Robbins Basic Pathology.
5. Topol E. Deep Medicine: How AI Can Make Healthcare Human Again.
6. Rajpurkar P. et al. Deep learning for chest radiograph diagnosis.
7. Esteva A. et al. A guide to deep learning in healthcare.
8. LeCun Y., Bengio Y., Hinton G. Deep learning.
9. Pediatric Pulmonology Journal.
10. The Lancet Child & Adolescent Health.
11. Американская академия педиатрии.
12. Sun’iy intellekt va tibbiyot bo‘yicha zamonaviy maqolalar to‘plami.
13. Radiology Journal – AI in chest imaging.
14. UpToDate: Pediatric pneumonia.
15. Oxford Handbook of Pediatrics.