TIBBIYOTDA TABIIY TILNI QAYTA ISHLASH (NLP) ALGORITMLARI ASOSIDA KLINIK MA'LUMOTLARNI TAHLIL QILISH

Mualliflar

  • Nurimov P.B. Kokand Universiteti Andijon filiali
  • Yesbergenov H.S Kokand Universiteti Andijon filiali

Kalit so‘zlar:

Algoritm, NLP, Elektro sog‘liqni saqlash, Sentiment va fikr tahlili, Clinical Decision Support, Electronic Health Record

Abstrak

Zamonaviy tibbiyot amaliyotida klinik ma'lumotlarni tahlil qilish va samarali
foydalanish uchun tabiiy tilni qayta ishlash (NLP) algoritmlaridan keng foydalanilmoqda. Ushbu
tezisda NLP algoritmlarining klinik yozuvlarni qayta ishlashdagi qo‘llanilishi, bu algoritmlarning
samaradorligi va kelajakdagi istiqbollari ko‘rib chiqiladi.

References

Nadkarni P. M., Ohno-Machado L., Chapman W. W. Natural language processing: an introduction. Journal of the American Medical Informatics Association. – 2011. – Vol. 18(5). – P. 544-551.

Demner-Fushman D., Chapman W. W., McDonald C. J. What can natural language processing do for clinical decision support? . Journal of Biomedical Informatics. – 2009. – Vol. 42(5). – P. 760-772.

Savova G. K., Masanz J. J., Ogren P. V., et al. Mayo clinical text analysis and knowledge extraction system (cTAKES): architecture, component evaluation and applications. Journal of the American Medical Informatics Association. – 2010. – Vol. 17(5). – P. 507-513.

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2025-06-16

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Jild 2 Nomeri 4.5 (2025): FARMASEVTIKA, BIOTEXNOLOGIYA VA BIOTIBBIYOTDA ZAMONAVIY TADQIQOTLAR VA ILMIY YANGILIKLAR” mavzusidagi xalqaro ilmiy-amaliy konferensiya Andijon. 23-24 aprel 2025-yil

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TIBBIYOTDA TABIIY TILNI QAYTA ISHLASH (NLP) ALGORITMLARI ASOSIDA KLINIK MA’LUMOTLARNI TAHLIL QILISH. (2025). Universal Xalqaro Ilmiy Jurnal, 2(4.5), 1099-1100. https://universaljurnal.uz/index.php/jurnal/article/view/2701