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Analysis of the Romanian Healthcare System on the Basis of Relevant Indicators and the Perspectives for the Use of Artificial Intelligence

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Ajami, R.A. and Karimi, H.A. (2023). Artificial intelligence: opportunities and challenges. Journal of Asia-Pacific Business, 1-3. https://doi.org/10.1080/10599231.2023.2210239. Search in Google Scholar

Annoni, A., Benczúr, P., Bertoldi, P., Delipetrev, B., Prato, G., Feijóo, C., Fernández-Macías, E., Gutiérrez, E., Portela, M., Junklewitz, H., Cobo, M., Martens, B., Nascimento, S., Nativi, S., Pólvora, A., Martin, J., Tolan, S., Tuomi, I., & Alujević, L. (2018). Artificial Intelligence: A European Perspective. https://doi.org/10.2760/11251. Search in Google Scholar

Atun, R. (2012). Health systems, systems thinking and innovation. Health Policy and Planning, 27(4), 4-8. https://doi.org/10.1093/HEAPOL/CZS088. Search in Google Scholar

Baloi, A., Belean, B., Turcu, F. et al. (2023). GPU-based similarity metrics computation and machine learning approaches for string similarity evaluation in large datasets. Soft Computing, 28, 3465-3477. https://doi.org/10.1007/s00500-023-08687-8. Search in Google Scholar

Boncea, I. (2015). Turning Brain Drain into Brain Gain: Evidence from Romania's Medical Sector. Procedia. Economics and Finance, 20, 80-87. https://doi.org/10.1016/S2212-5671(15)00050-7. Search in Google Scholar

Braghina, C., Peptenatu, D., Draghici, C., Pintilii, R.D., Schvab, A. (2011). Territorial management within the systems affected by mining. Case study the South-Vestern Development Region in Romania. Iranian Journal Of Environmental Health Science & Engineering, 8(4), 315-324. Search in Google Scholar

Buch, V., Ahmed, I., & Maruthappu, M. (2018). Artificial intelligence in medicine: current trends and future possibilities. The British Journal of General Practice: The Journal of the Royal College of General Practitioners, 68(668), 143-144. https://doi.org/10.3399/bjgp18X695213. Search in Google Scholar

Chan, C.Y.T. and Petrikat, D. (2023). Strategic applications of artificial intelligence in healthcare and medicine. Journal of Medical and Health Studies, 4(3), 58-68. https://doi.org/10.32996/jmhs.2023.4.3.8. Search in Google Scholar

Cohen, I., Evgeniou, T., Gerke, S., & Minssen, T. (2020). The European artificial intelligence strategy: implications and challenges for digital health. The Lancet. Digital health, 2(7), e376-e379. https://doi.org/10.1016/s2589-7500(20)30112-6. Search in Google Scholar

Conejar, R., & Kim, H. (2015). Proposed Architecture for U-Healthcare Systems. International Journal of Software Engineering and its Applications, 9, 213-218. https://doi.org/10.14257/IJSEIA.2015.9.7.22. Search in Google Scholar

Parker, E., & Campbell, J. (1998). Measuring access to primary medical care: some examples of the use of geographical information systems. Health & Place, 4(2), 183-93. https://doi.org/10.1016/S1353-8292(98)00010-0. Search in Google Scholar

Eshwar, M.S. (2023). Exploring the potential of artificial intelligence in healthcare: possibilities and challenges. International Scientific Journal of Engineering and Management, 02(04). https://doi.org/10.55041/isjem00408 Search in Google Scholar

Fiandaca, M., Mapstone, M., Connors, E., Jacobson, M., Monuki, E., Malik, S., Macciardi, F., & Federoff, H. (2017). Systems healthcare: a holistic paradigm for tomorrow. BMC Systems Biology, 11. https://doi.org/10.1186/s12918-017-0521-2. Search in Google Scholar

Fitzek, S., & Choi, Ê. (2023). Potential Impact and Challenges of Implementing Artificial Intelligence in the Romanian Healthcare System. Postmodernism Problems. https://doi.org/10.46324/pmp2302148. Search in Google Scholar

Fogel, A., & Kvedar, J. (2018). Artificial intelligence powers digital medicine. NPJ Digital Medicine, 1. https://doi.org/10.1038/s41746-017-0012-2. Search in Google Scholar

Horgan, D., Romão, M., Morré, S., & Kalra, D. (2019). Artificial Intelligence: Power for Civilisation – and for Better Healthcare. Public Health Genomics, 22, 145-161. https://doi.org/10.1159/000504785. Search in Google Scholar

Jiang, F., Jiang, Y., Zhi, H., Dong, Y., Li, H., Ma, S., Wang, Y., Dong, Q., Shen, H., & Wang, Y. (2017). Artificial intelligence in healthcare: past, present and future. Stroke and Vascular Neurology, 2, 230-243. https://doi.org/10.1136/svn-2017-000101. Search in Google Scholar

Lee, D., & Yoon, S. (2021). Application of Artificial Intelligence-Based Technologies in the Healthcare Industry: Opportunities and Challenges. International Journal of Environmental Research and Public Health, 18. https://doi.org/10.3390/ijerph18010271. Search in Google Scholar

Martínez-García, M., & Hernández-Lemus, E. (2013). Health Systems as Complex Systems. American Journal of Operations Research, 2013, 113-126. https://doi.org/10.4236/AJOR.2013.31A011. Search in Google Scholar

McDougall, R. (2018). Computer knows best? The need for value-flexibility in medical AI. Journal of Medical Ethics, 45, 156 - 160. https://doi.org/10.1136/medethics-2018-105118. Search in Google Scholar

Meszaros, J., Minari, J., & Huys, I. (2022). The future regulation of artificial intelligence systems in healthcare services and medical research in the European Union. Frontiers in Genetics, 13. https://doi.org/10.3389/fgene.2022.927721. Search in Google Scholar

Miller, D., & Brown, E. (2017). Artificial Intelligence in Medical Practice: The Question to the Answer?. The American Journal of Medicine, 131(2), 129-133. https://doi.org/10.1016/j.amjmed.2017.10.035. Search in Google Scholar

Normand, C., & Thomas, S. (2008). Health Care Financing and the Health System. Health Care Costs, Structures and Trends, 160-174. https://doi.org/10.1016/B978-012373960-5.00167-2. Search in Google Scholar

Papanicolas, I., Kringos, D., Klazinga, N., & Smith, P. (2013). Health system performance comparison: new directions in research and policy. Health Policy, 112(1-2), 1-3. https://doi.org/10.1016/j.healthpol.2013.07.018. Search in Google Scholar

Pelău, C., Barbul, M., & Bojescu, I. (2022). A conceptual comparative approach on personal ai assistants and external service robots. Proceedings of the International Conference on Business Excellence, 16(1), 1466-1474. https://doi.org/10.2478/picbe-2022-0134. Search in Google Scholar

Pelăuu, C., Volkmann, C., Barbul, M., & Bojescu, I. (2023). The role of attachment in improving consumer-ai interactions. Proceedings of the International Conference on Business Excellence, 17(1), 1075-1084. https://doi.org/10.2478/picbe-2023-0097. Search in Google Scholar

Peptenatu, D., Băloi, A.M., Andronic, O., Bolocan, A., Cioran, N., Gruia, A.K., et al. (2024). Spatio-temporal pattern of tuberculosis distribution in Romania and particulate matter pollution associated with risk of infection. GeoHealth, 8, e2023GH000972, https://doi.org/10.1029/2023GH000901. Search in Google Scholar

Peptenatu, D., Merciu, C., Merciu, G., Draghici, C., Cercleux, L. (2012). Specific features of environment risk management in emerging territorial structures. Carpathian Journal of Earth and Environmental Sciences, 7(2), 135-143. Search in Google Scholar

Peptenatu, D., Nedelcu, I.D., Pop, C.S., Simion, A.G., Furtunescu, F., Burcea, M., et al. (2023). The spatial-temporal dimension of oncological prevalence and mortality in Romania. GeoHealth, 7, e2023GH000901. https://doi.org/10.1029/2023GH000901. Search in Google Scholar

Puaschunder, J. (2020). The Potential for Artificial Intelligence in Healthcare. Digital Health eJournal. https://doi.org/10.2139/ssrn.3525037. Search in Google Scholar

Rastogi, M. (2023). The growth and potential of ai applications in medicine and healthcare. Indian Journal of Applied Research, 17-18. https://doi.org/10.36106/ijar/7206074. Search in Google Scholar

Sarah, D., Massimo, C., Daniel, N., Jiri, H., Emilio, G., Emilia, G., Miguel, V., Riccardo, R., Giuditta, D., Montserrat, L., Sofia, S., & Melisande, C. (2020). AI Watch: AI Uptake in Health and Healthcare, 2020. Research Papers in Economics. https://doi.org/10.2760/948860. Search in Google Scholar

Vladescu, C., Scintee, S., Olsavszky, V., Hernández-Quevedo, C., & Sagan, A. (2016). Romania: Health System Review. Health Systems in Transition, 18 4, 1-170. Search in Google Scholar

Wahl, B., Cossy-Gantner, A., Germann, S., & Schwalbe, N. (2018). Artificial intelligence (AI) and global health: how can AI contribute to health in resource-poor settings? BMJ Global Health, 3. https://doi.org/10.1136/bmjgh-2018-000798. Search in Google Scholar

Wang, F., & Preininger, A. (2019). AI in Health: State of the Art, Challenges, and Future Directions. Yearbook of Medical Informatics, 28, 16 - 26. https://doi.org/10.1055/s-0039-1677908. Search in Google Scholar

Wen, Z., & Huang, H. (2023). The potential for artificial intelligence in healthcare. Journal of Commercial Biotechnology. https://doi.org/10.5912/jcb1327. Search in Google Scholar

Wickramasinghe, N., Chalasani, S., Boppana, R., & Madni, A. (2007). Healthcare System of Systems. 2007 IEEE International Conference on System of Systems Engineering, 1-6. https://doi.org/10.1109/SYSOSE.2007.4304283. Search in Google Scholar

Yu, K., Beam, A., & Kohane, I. (2019). Artificial Intelligence in Healthcare. Artificial Intelligence and Machine Learning for Business for Non-Engineers. https://doi.org/10.1201/9780367821654-8. Search in Google Scholar

Zaitseva, E., Kvassay, M., Levashenko, V., Kostolny, J., & Pancerz, K. (2015). Estimation of a Healthcare System Based on the Importance Analysis. Computational Intelligence, Medicine and Biology, Krzysztof Pancerz, Elena Zaitseva (eds.), Springer International Publishing, 3-22. https://doi.org/10.1007/978-3-319-16844-9_1. Search in Google Scholar

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