The Ethical Aspects of Applying Artificial Intelligence in the Healthcare System
DOI:
https://doi.org/10.28918/logiclink.v2i1.10710Abstract
Artificial intelligence is abundant nowadays, including healthcare practice. However, there are ethical aspects of applying artificial intelligence (AI) in healthcare practice. The paper aims to describe the ethical aspects of applying artificial intelligence (AI) in the healthcare system. This paper is a narrative literature review. Literature was taken from Science Direct, PubMed, and Google Scholar. Selected journals were published within 5 years. AI-based algorithms commonly work based on the provided data. Nevertheless, the variations among patients’ conditions, insurance records, and diagnostic results are wide. Some data such as social determinants might not be seen by the AI system. This kind of data determines the biases in data sets and health disparities. Therefore, the algorithms should be well designed to minimize bias and align with the ethical dimensions. Predictive algorithms might be used to predict care decisions and outcomes. Incorrect diagnosis might be developed while using AI tools directly without expert opinion. In conclusion, the ethical dimensions of applying AI in the healthcare practice are minimizing bias, determining the variations of social conditions among patients, and using expert opinion other than relying on AI only.
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References
Abujaber, A. A., & Nashwan, A. J. (2024). Ethical framework for artificial intelligence in healthcare research: A path to integrity. World Journal of Methodology, 14(3), 1–7. https://doi.org/10.5662/wjm.v14.i3.94071
Alzahrani, A., Gay, V., & Alturki, R. (2022). Exploring Saudi Individuals’ Perspectives and Needs to Design a Hypertension Management Mobile Technology Solution: Qualitative Study. International Journal of Environmental Research and Public HEalth, 19(1), 1–13.
Amedior, N. C. (2023). Ethical Implications of Artificial Intelligence in the Healthcare Sector. Proceedings of the 36th iSTEAMS Accra Bespoke Multidisciplinary Innovations Conference, 1–13. https://doi.org/10.22624/AIMS/ACCRABESPOKE2023P1
Ayinla, B. S., Amoo, O. O., Atadoga, A., Abrahams, T. O., Osasona, F., & Farayola, O. A. (2024). Ethical AI in practice: Balancing technological advancements with human values. International Journal of Science and Research Archive, 11(1), 1311–1326.
Cobianchi, L., Piccolo, D., Mas, F. D., Agnoletti, V., Ansaloni, L., Balch, J., Biffl, W., Butturini, G., Catena, F., Coccolini, F., Denicolai, S., Simone, B. De, Frigerio, I., Fugazzola, P., & Marseglia, G. (2023). Surgeons’ perspectives on artificial intelligence to support clinical decision ‑ making in trauma and emergency contexts: Results from an international survey. World Journal of Emergency Surgery, 18(1), 1–17. https://doi.org/10.1186/s13017-022-00467-3
Dhirani, L. L., Chowdhry, B. S., Newe, T., & Mukhtiar, N. (2023). Ethical Dilemmas and Privacy Issues in Emerging Technologies: A Review. Sensors, 23(November), 1–18. https://doi.org/10.3390/s23031151
Dhirani, L. L., Mukhtiar, N., Chowdhry, B. S., & Newe, T. (2023). Ethical Dilemmas and Privacy Issues in Emerging Technologies: A Review. Sensors, 23(3), 1151. https://doi.org/10.3390/s23031151
Jameel, T., Ali, R., & Toheed, I. (2020). Ethics of Artificial Intelligence: Research Challenges and Potential Solutions. iCoMET 2020 : 3rd International Conference on Computing, Mathematics and Engineering Technologies.
Kazim, E., & Koshiyama, A. S. (2021). A high-level overview of AI ethics. Patterns, 2(9), 100314. https://doi.org/10.1016/j.patter.2021.100314
Keefe, C. O., Cihon, P., Garfinkel, B., Flynn, C., Leung, J., & Dafoe, A. (2021). The Windfall Clause: Distributing the Benefits of AI for the Common Good. Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, March, 1–13. https://doi.org/10.1145/3375627.3375842
Lysaght, T., Lim, Y., Xafis, V., & Ngiam, K. Y. (2019). AI-Assisted Decision-making in Healthcare. Asian Bioethics Review, 11, 299–314.
Maharani, S. D., Amin, K., & Taufiqoh, A. F. (2022). Technological Progress, Artificial Intelligence Development and Ethical Paradigms. Wisdom, 2(22), 104–117. https://doi.org/10.24234/wisdom.v22i2.636
Mantini, A. (2022). Technological Sustainability and Artificial Intelligence Algor-ethics. Sustainability, 14(6), 3215–3231.
Mennella, C., Maniscalco, U., Pietro, G. De, & Esposito, M. (2024). Heliyon Ethical and regulatory challenges of AI technologies in healthcare: A narrative review. Heliyon, 10(4), 1–20. https://doi.org/10.1016/j.heliyon.2024.e26297
Mezgar, I., & Vancza, J. (2022). From ethics to standards – A path via responsible AI to cyber-physical production systems. Annual Reviews in Control, 53(March), 391–404. https://doi.org/10.1016/j.arcontrol.2022.04.002
Mohammad Amini, M., Jesus, M., Fanaei Sheikholeslami, D., Alves, P., Hassanzadeh Benam, A., & Hariri, F. (2023). Artificial Intelligence Ethics and Challenges in Healthcare Applications: A Comprehensive Review in the Context of the European GDPR Mandate. Machine Learning and Knowledge Extraction, 5(3), 1023–1035. https://doi.org/10.3390/make5030053
Owczarczuk, M. (2023). Ethical and regulatory challenges amid artificial intelligence development: An outline of the issue. Ekonomia I Prawo. Economics and Law, 22(2), 295–310.
Rigby, M. J. (2019). Ethical Dimensions of Using Artificial Intelligence in Health Care. AMA Journal of Ethics, 21(2), 121–124.
Schoentgen, A., & Wilkinson, L. (2021). Ethical issues in digital technologies. 23rd Biennial Conference of the International Telecommunications Society (ITS): “Digital Societies and Industrial Transformations: Policies, Markets, and Technologies in a Post-Covid World,” 1–19.
Wei, M., & Zhou, Z. (2022). AI Ethics Issues in Real World: Evidence from AI Incident Database. arXiv, 1, 1–9.
Yu, S., Lee, S.-S., & Hwang, H. (2024). The ethics of using artificial intelligence in medical research. Kosin Medical Journal, 39(4), 229–237. https://doi.org/10.7180/kmj.24.140
Zhang, Y., Wu, M., Zhang, G., & Lu, J. (2024). Responsible AI : Portraits with Intelligent Bibliometrics. arXiv, 12, 1–14.
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