Dijitalleşen Sağlık Sistemleri: Farklı Ülke Modellerinde Yapay Zeka Uygulamaları
Özet
Referanslar
Topol E. High-performance medicine: The convergence of human and artificial intelligence. Nat Med. 2019;25(1):44–56. doi:10.1038/s41591-018-0300-7
Jiang F, Jiang Y, Zhi H, Dong Y, Li H, Ma S, et al. Artificial intelligence in healthcare: Past, present and future. Stroke Vasc Neurol. 2017;2(4):230–243. doi:10.1136/svn-2017-000101
Esteva A, Kuprel B, Novoa RA, Ko J, Swetter SM, Blau HM, et al. Dermatologist-level classification of skin cancer with deep neural networks. Nature. 2017;542(7639):115–118. doi:10.1038/nature21056
Reddy S, Allan S, Coghlan S, Cooper P. A governance model for the application of AI in health care. J Am Med Inform Assoc. 2020;27(3):491–497. doi:10.1093/jamia/ocz192
Davenport T, Kalakota R. The potential for artificial intelligence in healthcare. Future Healthc J. 2019;6(2):94–98. doi:10.7861/futurehosp.6-2-94
Lee D, Yoon SN. Application of artificial intelligence-based technologies in the healthcare industry: Opportunities and challenges. Int J Environ Res Public Health. 2021;18(1). doi:10.3390/ijerph18010271
Keesara S, Jonas A, Schulman K. Covid-19 and health care’s digital revolution. N Engl J Med. 2020;382(23):e82. doi:10.1056/NEJMp2005835
Adler-Milstein J, Huckman RS. The impact of electronic health record use on physician productivity. Am J Manag Care. 2013;19(10):SP345–SP352. doi:10.37765/ajmc
Shickel B, Tighe PJ, Bihorac A, Rashidi P. Deep learning in electronic health records. J Biomed Inform. 2018;83:168–185. doi:10.1016/j.jbi.2018.05.008
OECD. Health at a glance 2023: OECD indicators. 2023. doi:10.1787/7a7afb35-en
Rajkomar A, Dean J, Kohane I. Machine learning in medicine. N Engl J Med. 2019;380(14):1347–1358. doi:10.1056/NEJMra1814259
Yu KH, Beam AL, Kohane IS. Artificial intelligence in healthcare. Nat Biomed Eng. 2018;2(10):719–731. doi:10.1038/s41551-018-0305-z
He J, Baxter SL, Xu J, Xu J, Zhou X, Zhang K. The practical implementation of artificial intelligence technologies in medicine. Nat Med. 2019;25(1):30–36. doi:10.1038/s41591-018-0307-0
Bohr A, Memarzadeh K. The rise of artificial intelligence in healthcare applications. In: Artificial Intelligence in Healthcare. 2020. doi:10.1016/B978-0-12-818438-7.00002-2
Price WN, Cohen IG. Privacy in the age of medical big data. Nat Med. 2019;25(1):37–43. doi:10.1038/s41591-018-0272-7
Wahl B, Cossy-Gantner A, Germann S, Schwalbe NR. Artificial intelligence (AI) and global health: How can AI contribute to health in resource-poor settings? BMJ Glob Health. 2018;3(4). doi:10.1136/bmjgh-2018-000798
T.C. Sağlık Bakanlığı. Türkiye sağlık bilgi sistemleri genel değerlendirme raporu. Ankara: Sağlık Bakanlığı Yayınları; 2022.
Yıldırım A, Demir B. Türkiye’de dijital sağlık ve yapay zekâ uygulamalarının gelişimi. Sağlık Yönetimi Dergisi. 2023;5(2):45–60.
Mehta N, Pandit A, Shukla S. Transforming healthcare with digital innovation and artificial intelligence. J Med Syst. 2020;44(10). doi:10.1007/s10916-020-01605-1
Mesko B. The role of artificial intelligence in precision medicine. Expert Rev Precis Med Drug Dev. 2017;2(5):239–241. doi:10.1080/23808993.2017.1380516
Referanslar
Topol E. High-performance medicine: The convergence of human and artificial intelligence. Nat Med. 2019;25(1):44–56. doi:10.1038/s41591-018-0300-7
Jiang F, Jiang Y, Zhi H, Dong Y, Li H, Ma S, et al. Artificial intelligence in healthcare: Past, present and future. Stroke Vasc Neurol. 2017;2(4):230–243. doi:10.1136/svn-2017-000101
Esteva A, Kuprel B, Novoa RA, Ko J, Swetter SM, Blau HM, et al. Dermatologist-level classification of skin cancer with deep neural networks. Nature. 2017;542(7639):115–118. doi:10.1038/nature21056
Reddy S, Allan S, Coghlan S, Cooper P. A governance model for the application of AI in health care. J Am Med Inform Assoc. 2020;27(3):491–497. doi:10.1093/jamia/ocz192
Davenport T, Kalakota R. The potential for artificial intelligence in healthcare. Future Healthc J. 2019;6(2):94–98. doi:10.7861/futurehosp.6-2-94
Lee D, Yoon SN. Application of artificial intelligence-based technologies in the healthcare industry: Opportunities and challenges. Int J Environ Res Public Health. 2021;18(1). doi:10.3390/ijerph18010271
Keesara S, Jonas A, Schulman K. Covid-19 and health care’s digital revolution. N Engl J Med. 2020;382(23):e82. doi:10.1056/NEJMp2005835
Adler-Milstein J, Huckman RS. The impact of electronic health record use on physician productivity. Am J Manag Care. 2013;19(10):SP345–SP352. doi:10.37765/ajmc
Shickel B, Tighe PJ, Bihorac A, Rashidi P. Deep learning in electronic health records. J Biomed Inform. 2018;83:168–185. doi:10.1016/j.jbi.2018.05.008
OECD. Health at a glance 2023: OECD indicators. 2023. doi:10.1787/7a7afb35-en
Rajkomar A, Dean J, Kohane I. Machine learning in medicine. N Engl J Med. 2019;380(14):1347–1358. doi:10.1056/NEJMra1814259
Yu KH, Beam AL, Kohane IS. Artificial intelligence in healthcare. Nat Biomed Eng. 2018;2(10):719–731. doi:10.1038/s41551-018-0305-z
He J, Baxter SL, Xu J, Xu J, Zhou X, Zhang K. The practical implementation of artificial intelligence technologies in medicine. Nat Med. 2019;25(1):30–36. doi:10.1038/s41591-018-0307-0
Bohr A, Memarzadeh K. The rise of artificial intelligence in healthcare applications. In: Artificial Intelligence in Healthcare. 2020. doi:10.1016/B978-0-12-818438-7.00002-2
Price WN, Cohen IG. Privacy in the age of medical big data. Nat Med. 2019;25(1):37–43. doi:10.1038/s41591-018-0272-7
Wahl B, Cossy-Gantner A, Germann S, Schwalbe NR. Artificial intelligence (AI) and global health: How can AI contribute to health in resource-poor settings? BMJ Glob Health. 2018;3(4). doi:10.1136/bmjgh-2018-000798
T.C. Sağlık Bakanlığı. Türkiye sağlık bilgi sistemleri genel değerlendirme raporu. Ankara: Sağlık Bakanlığı Yayınları; 2022.
Yıldırım A, Demir B. Türkiye’de dijital sağlık ve yapay zekâ uygulamalarının gelişimi. Sağlık Yönetimi Dergisi. 2023;5(2):45–60.
Mehta N, Pandit A, Shukla S. Transforming healthcare with digital innovation and artificial intelligence. J Med Syst. 2020;44(10). doi:10.1007/s10916-020-01605-1
Mesko B. The role of artificial intelligence in precision medicine. Expert Rev Precis Med Drug Dev. 2017;2(5):239–241. doi:10.1080/23808993.2017.1380516
