SUN'IY FOYDALANISH VA KAMCHIY XATLARI TAHLILI. FUNKSIONAL DIAGNOSTIKA BO'LIMIDA RAZVOLIK
Kalit so‘zlar:
Artificial Intelligence, Functional Diagnostics, Medical Imaging, Healthcare Technology, Data Analysis, Diagnostic AccuracyAbstrak
Ushbu maqolada sun'iy foydalanishning afzalliklari va kamchiliklari ko'rib chiqiladi
funktsional diagnostika bo'limida razvedka (AI). Unda nazariy, amaliy,
tibbiy diagnostikada sun'iy intellektni joriy etishning iqtisodiy va analitik jihatlari. Tadqiqot baholaydi
AIga asoslangan diagnostika tizimlarining aniqligi, samaradorligi va iqtisodiy samaradorligi, ikkalasini ham ta'kidlaydi
ularning potentsial foydalari va ular bilan bog'liq muammolar.
References
Topol, E. (2019). Deep Medicine: How Artificial Intelligence Can Make Healthcare Human Again. Basic Books.
Rajpurkar, P., Irvin, J., Zhu, K., Yang, B., Mehta, H., Duan, T., ... & Ng, A. Y. (2017). "CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning." arXiv preprint arXiv:1711.05225.
Esteva, A., Kuprel, B., Novoa, R. A., Ko, J., Swetter, S. M., Blau, H. M., & Thrun, S. (2017). "Dermatologist-level classification of skin cancer with deep neural networks." Nature, 542(7639), 115-118.
He, J., Baxter, S. L., Xu, J., Xu, J., Zhou, X., & Zhang, K. (2019). "The practical implementation of artificial intelligence technologies in medicine." Nature Medicine, 25(1), 30-36.
Shortliffe, E. H., & Cimino, J. J. (Eds.). (2013). Biomedical Informatics: Computer Applications in Health Care and Biomedicine. Springer Science & Business Media.
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