BASHORATILIK TELEMONITORING VA XULQ-TUQTINI INTEGRATSIYALASH TAHLILIKLAR XIZMAT ETILMAGAN HOLDA SURUNLI bemorlarga yordam ko'rsatishni inqilob qiladi. AI BILAN HUDUDLAR
Kalit so‘zlar:
Telemonitoring, Predictive Analytics, Behavioral Health Analytics, Chronic Disease Management, Remote Patient Monitoring, Anticipatory Healthcare, AI in Medicine, Digital Health, Patient Digital TwinAbstrak
Telemonitoring uzoq vaqtdan beri surunkali kasalliklarni masofadan boshqarishni va'da qilgan, ammo
uning to'liq salohiyati hali foydalanilmagan. Ushbu tadqiqot AI tomonidan boshqariladigan yangi modelni taklif qiladi
bashoratli tahlil, xulq-atvor namunasini aniqlash va madaniy jihatdan sezgir telekommunikatsiya
nafaqat kuzatadigan, balki tushunadigan va bashorat qiladigan tizimni yaratish strategiyalari. Bu tezis
joriy telemonitoring cheklovlarini tanqidiy tekshirishni taklif qiladi va sinovdan o'tgan asosni taqdim etadi
simulyatsiya qilingan ma'lumotlar to'plami va amaliy tadqiqotlar orqali.
References
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Bashi, N., Karunanithi, M., Fatehi, F., Ding, H., & Walters, D. (2017). Remote monitoring of patients with heart failure: An overview of systematic reviews. Journal of Medical Internet Research, 19(1), e18. https://doi.org/10.2196/jmir.6571
Gajarawala, S. N., & Pelkowski, J. N. (2021). Telehealth benefits and barriers. The Journal for Nurse Practitioners, 17(2), 218–221. https://doi.org/10.1016/j.nurpra.2020.09.013
Obermeyer, Z., & Emanuel, E. J. (2016). Predicting the future — big data, machine learning, and clinical medicine. New England Journal of Medicine, 375(13), 1216–1219. https://doi.org/10.1056/NEJMp1606181
Beam, A. L., & Kohane, I. S. (2018). Big data and machine learning in health care. JAMA, 319(13), 1317–1318. https://doi.org/10.1001/jama.2017.18391
Mohr, D. C., Zhang, M., & Schueller, S. M. (2017). Personal sensing: Understanding mental health using ubiquitous sensors and machine learning. Annual Review of Clinical Psychology, 13, 23–47. https://doi.org/10.1146/annurev-clinpsy-032816-044949
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