Ethical issues using artificial intelligence in healthcare

This thesis presents the results of the Systematic Mapping Study of Artificial Intelligence (AI) Ethics in healthcare. AI ethics thrives to reduce ethical issues to create moral, fair, and safe AI applications. This thesis aims to provide a more precise view of AI ethics in healthcare. In healthcare...

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Main Author: Lemonnier, Noemi
Other Authors: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, Jyväskylän yliopisto, University of Jyväskylä
Format: Master's thesis
Language:eng
Published: 2021
Subjects:
Online Access: https://jyx.jyu.fi/handle/123456789/75832
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author Lemonnier, Noemi
author2 Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
author_facet Lemonnier, Noemi Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä Lemonnier, Noemi Informaatioteknologian tiedekunta Faculty of Information Technology Informaatioteknologia Information Technology Jyväskylän yliopisto University of Jyväskylä
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description This thesis presents the results of the Systematic Mapping Study of Artificial Intelligence (AI) Ethics in healthcare. AI ethics thrives to reduce ethical issues to create moral, fair, and safe AI applications. This thesis aims to provide a more precise view of AI ethics in healthcare. In healthcare, the four main ethical issues mentioned throughout various published research are transparency, justice and fairness, accountability and responsibility, and privacy and security. As the AI industry is constantly expanding, AI ethics in healthcare will become a growing concern for society. Additionally, the AI field can lack information, clarity, and structure. Thus, identifying the origin of ethical issues and providing solutions for them will be relevant for the day-to-day and academic spheres. A clear proposition to lessen these ethical issues in the research domain has yet to be mentioned as most research focus on highlighting issues without providing concrete solutions. This thesis contributes to the research field by analyzing the relationships between the different stakeholders involved and their respective ethical issues. A total of 56 papers were analyzed and the results were 15 empirical conclusions that highlighted the current literature and its gaps, for example, which stakeholder is mentioned less and research more to limit further moral issues.
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spellingShingle Lemonnier, Noemi Ethical issues using artificial intelligence in healthcare healthcare Systematic Mapping Study Tietotekniikka Mathematical Information Technology 602 lääketiede terveydenhuolto tekoäly koneoppiminen etiikka tutkimusetiikka medicine (science) public health service artificial intelligence machine learning ethics research ethics
title Ethical issues using artificial intelligence in healthcare
title_full Ethical issues using artificial intelligence in healthcare
title_fullStr Ethical issues using artificial intelligence in healthcare Ethical issues using artificial intelligence in healthcare
title_full_unstemmed Ethical issues using artificial intelligence in healthcare Ethical issues using artificial intelligence in healthcare
title_short Ethical issues using artificial intelligence in healthcare
title_sort ethical issues using artificial intelligence in healthcare
title_txtP Ethical issues using artificial intelligence in healthcare
topic healthcare Systematic Mapping Study Tietotekniikka Mathematical Information Technology 602 lääketiede terveydenhuolto tekoäly koneoppiminen etiikka tutkimusetiikka medicine (science) public health service artificial intelligence machine learning ethics research ethics
topic_facet 602 Mathematical Information Technology Systematic Mapping Study Tietotekniikka artificial intelligence ethics etiikka healthcare koneoppiminen lääketiede machine learning medicine (science) public health service research ethics tekoäly terveydenhuolto tutkimusetiikka
url https://jyx.jyu.fi/handle/123456789/75832 http://www.urn.fi/URN:NBN:fi:jyu-202105213093
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