Using big data for personalised medicine: prospects and risks

Ашрапова , Л.У., Яхшибоев , Р.Э., Абдуллаева, И.М.

Innovations in Science and Technologies · 2024-yil

Annotatsiya

In recent years, the use of big data has become one of the most promising areas in the development of personalized medicine. The article examines the impact of big data processing technologies on improving the diagnosis, treatment and prognosis of diseases. It analyzes how big data can contribute to the creation of personalized treatment plans, optimization of clinical processes and increasing the accuracy of medical prognoses. An important aspect is also the study of risks associated with data security, ethical and legal issues, as well as difficulties in integrating data from various sources. The article provides examples of successful applications of big data in medicine, such as the use of genetic information for personalized treatment and disease prediction. However, limitations are also identified, such as problems with data quality and scalability of technologies. Particular attention is paid to the analysis of risks associated with data security, privacy and potential ethical issues. The study emphasizes the need for further improvement of technologies for the safe and effective use of big data in medicine, as well as the development of regulatory and ethical standards. In the future, big data is expected to play a key role in transforming medical practices and improving the quality of healthcare.

Maqola ma’lumotlari
MualliflarАшрапова , Л.У., Яхшибоев , Р.Э., Абдуллаева, И.М.
JurnalInnovations in Science and Technologies
NashriyotТошкент давлат иқтисодиёт университети
ISSN3030-3451
Nashr sanasi2024-12-02
Jild1
Son7
Betlar137-154
TilIngliz
Ilmiy sohaIqtisodiyot
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

big data, personal medicine, diagnostics, information security, большие данные, персонализированная медицина, диагностика, машинное обучение, безопасность данных, здравоохранение

Ilmiy soha

Iqtisodiyot

Iqtibos keltirish

APAАшрапова , Л.У., Яхшибоев , Р.Э., & Абдуллаева, И.М. (2024). USING BIG DATA FOR PERSONALISED MEDICINE: PROSPECTS AND RISKS. Innovations in Science and Technologies, 1(7), 137-154. https://innoist.uz/index.php/ist/article/view/521
GOST (OAK)Ашрапова , Л.У., Яхшибоев , Р.Э., Абдуллаева, И.М. USING BIG DATA FOR PERSONALISED MEDICINE: PROSPECTS AND RISKS // Innovations in Science and Technologies. – 2024. – T. 1, № 7. – P. 137-154.
MLAАшрапова , Л.У., Яхшибоев , Р.Э., and Абдуллаева, И.М. “USING BIG DATA FOR PERSONALISED MEDICINE: PROSPECTS AND RISKS.” Innovations in Science and Technologies, 1(7), 137-154, 2024. https://innoist.uz/index.php/ist/article/view/521
ChicagoАшрапова , Л.У., Яхшибоев , Р.Э., and Абдуллаева, И.М. “USING BIG DATA FOR PERSONALISED MEDICINE: PROSPECTS AND RISKS.” Innovations in Science and Technologies, 1(7), 137-154 (2024). https://innoist.uz/index.php/ist/article/view/521
HarvardАшрапова , Л.У., Яхшибоев , Р.Э., and Абдуллаева, И.М (2024) ‘USING BIG DATA FOR PERSONALISED MEDICINE: PROSPECTS AND RISKS’, Innovations in Science and Technologies, 1(7), 137-154. https://innoist.uz/index.php/ist/article/view/521
BibTeX
@article{article2024,
  title = {USING BIG DATA FOR PERSONALISED MEDICINE: PROSPECTS AND RISKS},
  author = {Ашрапова , Л.У. and Яхшибоев , Р.Э. and Абдуллаева, И.М.},
  journal = {Innovations in Science and Technologies},
  year = {2024},
  volume = {1},
  number = {7},
  pages = {137-154},
  url = {https://innoist.uz/index.php/ist/article/view/521}
}

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