Biosignallarni qayta ishlashda su`niy intellektga asoslangan bashoratlash

Jamila Qarshiyeva

GREEN ECONOMY AND DEVELOPMENT, 2025, vol. 3

Abstract: Ushbu maqolada biosignallarni qayta ishlashda sun’iy intellekt modellari yordamida sog‘liq holatini bashoratqilish masalasi yoritilgan. Tadqiqotda LSTM, ANN va SVM modellarining samaradorligi solishtirilgan. LSTM modeliningyuqori aniqlikdagi natijalari ko‘rsatib o‘tilgan. Tadqiqotda signalni tozalash va xususiyatlarni ajratib olishning modelnatijasiga ta’siri ko‘rib chiqilgan. Maqola tibbiyot va texnologiya sohalarida biosignallarga asoslangan monitoring tizimlariuchun amaliy ahamiyatga ega. Muallif model tanlashda statistik yondashuvlarga asoslangan. Ilmiy yangiligi biosignallarnichuqur o‘rganishda zamonaviy neyron tarmoqlaridan samarali foydalanishda namoyon bo‘ladi

Keywords: biosignallar; sun’iy intellekt; bashoratlash; LSTM; EKG; EEG; signalni qayta ishlash (search for similar items in EconPapers)
Date: 2025
References: Add references at CitEc
Citations:

Downloads: (external link)
https://yashil-iqtisodiyot-taraqqiyot.uz/journal/index.php/GED/article/view/7843 Abstract page (text/html)
https://yashil-iqtisodiyot-taraqqiyot.uz/journal/i ... e/download/7843/6067 Full text (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:teu:ged000:v:3:y:2025:id:7843

DOI: 10.5281/zenodo.17606493

Access Statistics for this article

More articles in GREEN ECONOMY AND DEVELOPMENT from "Ma'rifat-Print-Media" LLC, Tashkent State University of Economics
Bibliographic data for series maintained by Xayrulla ().