Development of a digital medicine remote monitoring program integrated with a natural language processing approach

Ergasheva, Okhuna, Rakhimova, Mehrbonu

Techscience.uz - техника фанлари долзарб масалалри · 2026-yil

Annotatsiya

This article addresses the development of a remote cardiovascular disease monitoring system integrated with Natural Language Processing (NLP) technologies. Based on a systematic literature review and comparative analysis of existing approaches, a conceptual model of a universal monitoring system is proposed. The system employs a BERT-based NLP model to automatically analyze patients' verbal complaints and processes them together with clinical indicators from IoT sensors. The proposed architecture enables a reduction in hospital visits and optimization of medical staff workload in monitoring hypertension, arrhythmia, and heart failure. Literature analysis indicates that integrating an NLP component into a monitoring system can increase anomaly detection efficiency by an average of 15-25%.

Maqola ma’lumotlari
MualliflarErgasheva, Okhuna, Rakhimova, Mehrbonu
JurnalTechscience.uz - техника фанлари долзарб масалалри
NashriyotЖиззах политехника институти
ISSN3030-3702, 3030-3702
Nashr sanasi2026-03-25
Jild4
Son3
Betlar12-18
TilIngliz
Ilmiy sohaTexnika
DOI10.47390/ts-v4i3y2026n02
Indeksga qo‘shilgan2026-08-26

DOI: 10.47390/ts-v4i3y2026n02 · Maqolaning asl sahifasi

Kalit so‘zlar

remote monitoring, natural language processing, NLP, cardiovascular disease, BERT, artificial intelligence, IoT, digital medicine, telemedicine., masofadan monitoring, tabiiy tilni qayta ishlash, NLP, yurak-qon tomir kasalliklari, BERT, sun'iy intellekt, IoT, raqamli tibbiyot, telemeditsina

Ilmiy soha

Texnika

Iqtibos keltirish

APAErgasheva, Okhuna, & Rakhimova, Mehrbonu (2026). DEVELOPMENT OF A DIGITAL MEDICINE REMOTE MONITORING PROGRAM INTEGRATED WITH A NATURAL LANGUAGE PROCESSING APPROACH. Techscience.uz - техника фанлари долзарб масалалри, 4(3), 12-18. https://doi.org/10.47390/ts-v4i3y2026n02
GOST (OAK)Ergasheva, Okhuna, Rakhimova, Mehrbonu DEVELOPMENT OF A DIGITAL MEDICINE REMOTE MONITORING PROGRAM INTEGRATED WITH A NATURAL LANGUAGE PROCESSING APPROACH // Techscience.uz - техника фанлари долзарб масалалри. – 2026. – T. 4, № 3. – P. 12-18. – DOI: 10.47390/ts-v4i3y2026n02.
MLAErgasheva, Okhuna, and Rakhimova, Mehrbonu. “DEVELOPMENT OF A DIGITAL MEDICINE REMOTE MONITORING PROGRAM INTEGRATED WITH A NATURAL LANGUAGE PROCESSING APPROACH.” Techscience.uz - техника фанлари долзарб масалалри, 4(3), 12-18, 2026. https://doi.org/10.47390/ts-v4i3y2026n02
ChicagoErgasheva, Okhuna, and Rakhimova, Mehrbonu. “DEVELOPMENT OF A DIGITAL MEDICINE REMOTE MONITORING PROGRAM INTEGRATED WITH A NATURAL LANGUAGE PROCESSING APPROACH.” Techscience.uz - техника фанлари долзарб масалалри, 4(3), 12-18 (2026). https://doi.org/10.47390/ts-v4i3y2026n02
HarvardErgasheva, Okhuna, and Rakhimova, Mehrbonu (2026) ‘DEVELOPMENT OF A DIGITAL MEDICINE REMOTE MONITORING PROGRAM INTEGRATED WITH A NATURAL LANGUAGE PROCESSING APPROACH’, Techscience.uz - техника фанлари долзарб масалалри, 4(3), 12-18. https://doi.org/10.47390/ts-v4i3y2026n02
BibTeX
@article{ergashevaokhuna2026,
  title = {DEVELOPMENT OF A DIGITAL MEDICINE REMOTE MONITORING PROGRAM INTEGRATED WITH A NATURAL LANGUAGE PROCESSING APPROACH},
  author = {Ergasheva, Okhuna and Rakhimova, Mehrbonu},
  journal = {Techscience.uz - техника фанлари долзарб масалалри},
  year = {2026},
  volume = {4},
  number = {3},
  pages = {12-18},
  doi = {10.47390/ts-v4i3y2026n02},
  url = {https://doi.org/10.47390/ts-v4i3y2026n02}
}

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