Algorithms for intellectual processing of IoT data based on neural networks for diabetes control and prognosis

Kho'jaev, Otabek, Ruzmetova, Zilola

Techscience.uz - техника фанлари долзарб масалалри · 2025-yil

Annotatsiya

Diabetes mellitus is a rapidly spreading chronic disease. IoT sensors enable real-time monitoring of glucose, heart rate, and other physiological parameters. This study compared CNN, RNN, and LSTM models, with LSTM achieving the highest accuracy (92.1%). Eliminating duplicate records improved model performance.

Maqola ma’lumotlari
MualliflarKho'jaev, Otabek, Ruzmetova, Zilola
JurnalTechscience.uz - техника фанлари долзарб масалалри
NashriyotЖиззах политехника институти
ISSN3030-3702, 3030-3702
Nashr sanasi2025-10-01
Jild3
Son7
Betlar10-15
TilIngliz
Ilmiy sohaTexnika
DOI10.47390/ts-v3i7y2025n2
Indeksga qo‘shilgan2026-08-26

DOI: 10.47390/ts-v3i7y2025n2 · Maqolaning asl sahifasi

Kalit so‘zlar

IoT, diabetes mellitus, neural networks, intelligent data processing, monitoring and prediction, artificial intelligence., IoT, qandli diabet, neyron tarmoqlar ,ma’lumotlarni intellektual qayta ishlash , monitoring va prognozlash, sun’iy intellekt.

Ilmiy soha

Texnika

Iqtibos keltirish

APAKho'jaev, Otabek, & Ruzmetova, Zilola (2025). ALGORITHMS FOR INTELLECTUAL PROCESSING OF IoT DATA BASED ON NEURAL NETWORKS FOR DIABETES CONTROL AND PROGNOSIS. Techscience.uz - техника фанлари долзарб масалалри, 3(7), 10-15. https://doi.org/10.47390/ts-v3i7y2025n2
GOST (OAK)Kho'jaev, Otabek, Ruzmetova, Zilola ALGORITHMS FOR INTELLECTUAL PROCESSING OF IoT DATA BASED ON NEURAL NETWORKS FOR DIABETES CONTROL AND PROGNOSIS // Techscience.uz - техника фанлари долзарб масалалри. – 2025. – T. 3, № 7. – P. 10-15. – DOI: 10.47390/ts-v3i7y2025n2.
MLAKho'jaev, Otabek, and Ruzmetova, Zilola. “ALGORITHMS FOR INTELLECTUAL PROCESSING OF IoT DATA BASED ON NEURAL NETWORKS FOR DIABETES CONTROL AND PROGNOSIS.” Techscience.uz - техника фанлари долзарб масалалри, 3(7), 10-15, 2025. https://doi.org/10.47390/ts-v3i7y2025n2
ChicagoKho'jaev, Otabek, and Ruzmetova, Zilola. “ALGORITHMS FOR INTELLECTUAL PROCESSING OF IoT DATA BASED ON NEURAL NETWORKS FOR DIABETES CONTROL AND PROGNOSIS.” Techscience.uz - техника фанлари долзарб масалалри, 3(7), 10-15 (2025). https://doi.org/10.47390/ts-v3i7y2025n2
HarvardKho'jaev, Otabek, and Ruzmetova, Zilola (2025) ‘ALGORITHMS FOR INTELLECTUAL PROCESSING OF IoT DATA BASED ON NEURAL NETWORKS FOR DIABETES CONTROL AND PROGNOSIS’, Techscience.uz - техника фанлари долзарб масалалри, 3(7), 10-15. https://doi.org/10.47390/ts-v3i7y2025n2
BibTeX
@article{khojaevotabek2025,
  title = {ALGORITHMS FOR INTELLECTUAL PROCESSING OF IoT DATA BASED ON NEURAL NETWORKS FOR DIABETES CONTROL AND PROGNOSIS},
  author = {Kho'jaev, Otabek and Ruzmetova, Zilola},
  journal = {Techscience.uz - техника фанлари долзарб масалалри},
  year = {2025},
  volume = {3},
  number = {7},
  pages = {10-15},
  doi = {10.47390/ts-v3i7y2025n2},
  url = {https://doi.org/10.47390/ts-v3i7y2025n2}
}

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