THE ETHICS OF AI IN HEALTHCARE: DIAGNOSES AND DECISION-MAKING
Keywords:
Artificial Intelligence, Healthcare Ethics, Diagnostics, Clinical, Decision-Making, Accountability, Algorithmic Bias, Transparency, Patient Autonomy, Data Privacy, Explainable AI, Human-in-the-Loop, EquityAbstract
This article provides an in-depth analysis of the ethical considerations surrounding the use of artificial intelligence (AI) in healthcare, with a focus on diagnostics and clinical decision-making. It examines challenges related to accountability, algorithmic bias, transparency, patient autonomy, and data privacy. Case studies, including AI applications in oncology, radiology, and hospital predictive analytics, illustrate both the potential benefits and the risks associated with AI integration. The article argues that while AI can improve diagnostic accuracy, efficiency, and patient outcomes, ethical oversight, human involvement, and regulatory frameworks are essential to ensure responsible and equitable implementation in healthcare.
Downloads
References
National Academies of Sciences, Engineering, and Medicine. (2019). Artificial Intelligence in Health Care: The Hope, The Hype, The Promise, The Peril. Washington, DC: The National Academies Press.
Topol, E. J. (2019). Deep Medicine: How Artificial Intelligence Can Make Healthcare Human Again. New York: Basic Books.
Rajkomar, A., Dean, J., & Kohane, I. (2019). Machine learning in medicine. New England Journal of Medicine, 380(14), 1347–1358.
Char, D. S., Shah, N. H., & Magnus, D. (2018). Implementing machine learning in health care—addressing ethical challenges. New England Journal of Medicine, 378, 981–983.
Saitov S., Asrayev S. O ‘zbekistonda davlat moliya tizimidagi islohotlar va rivojlantirish istiqbollari //International Journal of scientific and Applied Research. – 2024. – Т. 1. – №. 2. – С. 53-63.
Tuychieva N., Saitov S. Bank resources in the modernization of the economy //Science technology&Digital finance. – 2023. – Т. 1. – №. 4. – С. 41-52.
Sirojiddin S. Possibilities of Applying World Experience of Organizing Free Economic Zones in Uzbekistan //Web of Scientist: International Scientific Research Journal. – 2022. – Т. 3. – №. 11. – С. 1388-1413.
Sirojiddin S., E’zoza D., Abror E. Theories of perfect and imperfect competition //Web of Scientist: International Scientific Research Journal. – 2022. – Т. 3. – №. 11. – С. 1414-1434.
Saitov S. AVTOMOBIL TRANSPORT KORXONALARIDA BUXGALTERIYA HISOBINI TAKOMILLASHTIRISHNING YO'LLARI VA USULLARI: https://doi. org/10.5281/zenodo. 14513570//International scientific and practical conference.–2024 //Т. – Т. 1. – №. 2. – С. 90-94.
Sirojiddin S. et al. Small business and private entrepreneurship is a place to provide employment //Journal of Academic Research and Trends in Educational Sciences. – 2022. – Т. 1. – №. 12. – С. 115-119.
Kamolov D., Ismoilova D. RAQAMLASHTIRISHNING O ‘ZBEKISTON IQTISODIYOTIGA TA’SIRI //Science technology&Digital finance. – 2023. – Т. 1. – №. 4. – С. 301-306.
Sirojiddin S., Nodira T., Dinora S. Characteristics of price and formation //Journal of Academic Research and Trends in Educational Sciences. – 2022. – Т. 1. – №. 11. – С. 265-270.
Saitov S. Improvement of accounting and audit in road transport enterprises. SPAST Abstracts, 2 (02) [Электронный ресурс].
Saitov S. TRANSPORT KORXONALARIDA BUXGALTERIYA HISOBINI TAKOMILLASHTIRISH //Journal of Contemporary World Studies. – 2024. – Т. 2. – №. 4. – С. 41-47.
Sevinch K., Bahrom H., Sirojiddin S. Theory of Supply and Demand. Market Equilibrium //Pedagogical Sciences and Teaching Methods. – 2022. – Т. 2. – №. 18. – С. 253-257.
Saitov S., Asrayev S. MECHANISMS FOR INCREASING EMPLOYMENT THROUGH THE DEVELOPMENT OF SOCIAL ENTREPRENEURSHIP //Scientific practical conference. – 2025. – Т. 1. – №. 1. – С. 335-339.
Saitov S. et al. ZAMONAVIY FILOLOGIYA FANLARIDAGI DOLZARB MASALALAR //Scientific practical conference. – 2025. – Т. 1. – №. 1. – С. 419-422.
Kamolov D., Asrayev S. STATE POLICY FOR THE DEVELOPMENT OF COMPETITION IN UZBEKISTAN //Science technology&Digital Finance. – 2023. – Т. 1. – №. 4. – С. 353-361.
Eshboyeva M., Eshboyev T., Saitov S. GREEN ECONOMY AS THE FOUNDATION OF SUSTAINABLE DEVELOPMENT: GLOBAL PERSPECTIVES AND NATIONAL STRATEGIES //Scientific practical conference. – 2025. – Т. 1. – №. 1. – С. 235-238.
Saitov S. et al. O ‘ZBEKISTONDA SANOAT KORXONALARIDA INVESTITSION FAOLIYATNI RAG ‘BATLANTIRISH YO ‘NALISHLARI //Новости образования: исследование в XXI веке. – 2025. – Т. 3. – №. 33. – С. 728-730.
Saitov S. et al. SANOAT KORXONALARIDA INVESTITSION FAOLIYATINI TAKOMILLASHTIRISHNING ILMIY-NAZARIY ASOSLARI //Новости образования: исследование в XXI веке. – 2025. – Т. 3. – №. 33. – С. 731-733.
Eshboyeva M., Eshboyev T., Saitov S. GREEN ACCOUNTING IN UZBEKISTAN: SUSTAINABILITY AND INTERNATIONAL FINANCIAL REPORTING STANDARDS //Scientific journals" D-PRESS SERVICES". – 2025. – Т. 1. – №. 7. – С. 88-91.
Saitov S., Nuraliyeva S. BOZOR IQTISODIYOTIDA PSIXOLOGIK BOSHQARUV SHAKLLARI //Scientific practical conference. – 2025. – Т. 1. – №. 1. – С. 447-452.
Axrorov E., Saitov S. OʻZBEKISTONDA ISHSIZLIK DARAJASINI KAMAYTIRISH VA YANGI ISH O ‘RINLARINI YARATISH //Scientific practical conference. – 2025. – Т. 1. – №. 1. – С. 136-140.
Цой М., Зульфакарова Л., Наджмиддинов Д. РОЛЬ ПОДГОТОВКИ КАДРОВ ДЛЯ ТУРИСТИЧЕСКОЙ ОТРАСЛИ В РАЗВИТИИ НАЦИОНАЛЬНОЙ ЭКОНОМИКИ //Scientific practical conference. – 2025. – Т. 1. – №. 1. – С. 85-89.
Цой М., Камолов Д. ЗНАЧЕНИЕ И РОЛЬ ДЕЯТЕЛЬНОСТИ СУБЪЕКТОВ МАЛОГО ПРЕДПРИНИМАТЕЛЬСТВА В ЭКОНОМИКЕ: МИРОВОЙ ОПЫТ И ПРАКТИКА УЗБЕКИСТАНА //Academic literature. – 2025. – Т. 1. – №. 1. – С. 1-105.
Saitov S. Barqaror Iqtisodiyotni Ta'minlashda Soliq Siyosatining Samaradorligi //Green Economy and Development. – Т. 3. – №. 12. – С. 668436.
Downloads
Published
Conference Proceedings Volume
Section
License
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
