"Powered medical diagnosis support" nomli tibbiy ma’lumotlarni tahlil qilish va shifokorlarga kasallik tarixini yaratishga yordam beruvchi dasturiy ta’minot yaratish

Авторы

  • Iqboljon Inomjonov Farg‘ona davlat texnika universiteti
  • Abrorjon Xolmatov Farg‘ona davlat texnika universiteti

Annotatsiya

Maqola sun’iy intellekt asosida ishlab chiqilgan tibbiy diagnostikani qo’llab-quvvatlash tizimining (Clinical Decision Support System, CDSS) konseptual asoslariga bag’ishlangan. Tadqiqotda elektron tibbiy yozuvlar (Electronic Health Records, EHR) bilan ishlashning standartlashtirilgan formati (HL7 FHIR) qo’llanilgan bo’lib, shifokorga differensial diagnostika ro’yxatini ehtimollik baholari bilan birga taqdim etadigan Bayes tasniflagichi asosidagi yordamchi modul taklif etilgan. Maqolada modelning matematik shakli, EHR ma’lumotlari to’plashning standartlari, hamda tibbiy AI ning huquqiy va etik cheklovlari muhokama qilinadi.

Kalit so’zlar: klinik qarorlarni qo’llab-quvvatlash, CDSS, EHR, HL7 FHIR, Bayes tasniflagichi, differensial diagnostika, tibbiy AI, anamnez

Библиографические ссылки

1. Makary M. A., Daniel M. Medical error — the third leading cause of death in the US // BMJ. — 2016. — Vol. 353. — i2139.

2. Shortliffe E. H., Cimino J. J. Biomedical Informatics: Computer Applications in Health Care and Biomedicine. 5th ed. — Cham: Springer, 2021. — 974 p.

3. Rajkomar A., Dean J., Kohane I. Machine learning in medicine // New England Journal of Medicine. — 2019. — Vol. 380, No. 14. — P. 1347–1358.

4. Bender D., Sartipi K. HL7 FHIR: An agile and RESTful approach to healthcare information exchange // Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems. — 2013. — P. 326–331.

5. Topol E. Deep Medicine: How Artificial Intelligence Can Make Healthcare Human Again. — New York: Basic Books, 2019. — 400 p.

Опубликован

2026-05-27

Как цитировать

Inomjonov, I., & Xolmatov, A. (2026). "Powered medical diagnosis support" nomli tibbiy ma’lumotlarni tahlil qilish va shifokorlarga kasallik tarixini yaratishga yordam beruvchi dasturiy ta’minot yaratish. Research and Implementation, 4(5/4), 19–21. извлечено от https://rai-journal.uz/index.php/rai/article/view/3166

Выпуск

Раздел

Статьи