Machine Learning Healthcare Ethical Issues
Listing Websites about Machine Learning Healthcare Ethical Issues
Ethical Machine Learning in Healthcare Annual Reviews
(7 days ago) WebThe use of machine learning (ML) in healthcare raises numerous ethical concerns, especially as models can amplify existing health inequities. Here, we outline ethical considerations for equitable ML in the advancement of healthcare. Specifically, we …
https://www.annualreviews.org/content/journals/10.1146/annurev-biodatasci-092820-114757
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Implementing Machine Learning in Health Care — …
(3 days ago) WebHowever, consideration of the ethical challenges inherent in implementing machine learning in health care is warranted if the benefits are to be realized. Some …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5962261/
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Ethical Issues of Artificial Intelligence in Medicine and …
(3 days ago) WebIntroduction. Artificial intelligence (AI) is a term applied to a machine or software and refers to its capability of simulating intelligent human behavior, …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8826344/
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Machine learning in medicine: Addressing ethical challenges
(3 days ago) WebAbstract. Effy Vayena and colleagues argue that machine learning in medicine must offer data protection, algorithmic transparency, and accountability to earn …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6219763/
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Implementing Machine Learning in Health Care — …
(Just Now) WebRevolutionizing Healthcare: Unleashing the Power of Machine Learning for Patient-Centric Solutions, Shodh Sari-An International Multidisciplinary Journal, 03, 02, …
https://www.nejm.org/doi/full/10.1056/NEJMp1714229
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Explainable, trustworthy, and ethical machine learning for …
(7 days ago) WebBesides introducing the basic terminology, concepts, and applications of AI technologies in healthcare, the book also discussed various ethical issues and a …
https://www.sciencedirect.com/science/article/pii/S0010482522007569
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Machine learning in medicine: Addressing ethical challenges
(8 days ago) WebSuccessfully addressing these will foster the future of machine learning in medicine (MLm) and its positive impact on healthcare. Ethical and regulatory concerns about MLm can be grouped into three …
https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002689
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Ethical Dimensions of Using Artificial Intelligence in …
(3 days ago) WebArtificial intelligence (AI), which includes the fields of machine learning, natural language processing, and robotics, can be applied to almost any field in medicine, 2 and its potential contributions to biomedical research, …
Category: Medical, Medicine Show Health
Ethical principles in machine learning and artificial …
(9 days ago) WebDecision-making on numerous aspects of our daily lives is being outsourced to machine-learning (ML) algorithms and artificial intelligence (AI), motivated by speed …
https://www.nature.com/articles/s41599-020-0501-9
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Identifying Ethical Considerations for Machine Learning …
(1 days ago) WebP30 EY025580/EY/NEI NIH HHS/United States. Along with potential benefits to healthcare delivery, machine learning healthcare applications (ML-HCAs) raise a number of …
https://pubmed.ncbi.nlm.nih.gov/33103967/
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Ethical Machine Learning - Healthcare Information and …
(Just Now) WebEthical Machine Learning Session #25, August 10, 2021 1. Machine learning ethics 5. Common issues 6. Guidelines and tools 7. Resources. Agenda. #HIMSS21. Learning …
https://www.himss.org/sites/hde/files/handout-25FINAL_69.pdf
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Ethical Machine Learning in Health Care - arXiv.org
(6 days ago) WebThe use of machine learning (ML) in health care raises numerous ethi-cal concerns, especially as models can amplify existing health inequities. Here, we outline ethical …
https://arxiv.org/pdf/2009.10576.pdf
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The ethical issues of the application of artificial intelligence in
(Just Now) WebArtificial intelligence (AI) is being increasingly applied in healthcare. The expansion of AI in healthcare necessitates AI-related ethical issues to be studied and …
https://link.springer.com/article/10.1007/s43681-021-00131-7
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Identifying Ethical Considerations for Machine Learning Healthcare
(3 days ago) WebEthical evaluations of ML-HCAs will need to structure the overall problem of evaluating these technologies, especially for a diverse group of stakeholders. This paper outlines a …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7737650/
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Privacy and artificial intelligence: challenges for protecting health
(4 days ago) WebThis raises privacy issues relating to implementation and data security. Shah NH, Magnus D. Implementing machine learning in health care—addressing …
https://bmcmedethics.biomedcentral.com/articles/10.1186/s12910-021-00687-3
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Machine Learning in Healthcare: Fairness, Issues, and Challenges
(7 days ago) WebGuidelines for Ethical Behaviour in Publishing; AVAILABLE VOLUMES FOR AUTHORS. Search. About Sections. who are especially important when applying …
https://pubsonline.informs.org/doi/10.1287/educ.2020.0220
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On the ethics of algorithmic decision-making in healthcare
(6 days ago) WebIntroduction. Machine learning is increasingly being conceived as a technology with the potential to transform professional healthcare. Recently, there has been a surge of …
https://jme.bmj.com/content/46/3/205
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Machine learning in the EU health care context: exploring the …
(6 days ago) WebMachine learning in the EU health care context: exploring the ethical, legal and social issues Iñigo de Miguel a Chair in Law and the Human Genome Research …
https://www.tandfonline.com/doi/full/10.1080/1369118X.2020.1719185
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Overcoming struggles to define algorithmic fairness in healthcare
(4 days ago) WebThe researchers argue that this lack of a universal definition makes regulating healthcare AI difficult and necessitates that algorithmic fairness be understood and …
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Machine learning for mental health diagnosis: tackling …
(9 days ago) WebMachine learning for mental health diagnosis: tackling contributory injustice and epistemic oppression Giorgia Pozzi , 1 Michiel De Proost 2 INTRODUCTION In their contribution, …
https://jme.bmj.com/content/medethics/early/2024/05/30/jme-2024-110059.full.pdf
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Ethical concerns mount as AI takes bigger decision-making role
(Just Now) WebEthical concerns mount as AI takes bigger decision-making role in more industries. Second in a four-part series that taps the expertise of the Harvard community …
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Ethical Machine Learning in Healthcare - PMC - National Center …
(3 days ago) WebAbstract. The use of machine learning (ML) in healthcare raises numerous ethical concerns, especially as models can amplify existing health inequities. Here, we outline …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8362902/
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Significance of machine learning in healthcare: Features, pillars and
(7 days ago) WebMachine Learning (ML) applications are making a considerable impact on healthcare. ML is a subtype of Artificial Intelligence (AI) technology that aims to improve …
https://www.sciencedirect.com/science/article/pii/S2666603022000069
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The ethics of using artificial intelligence in scientific - Springer
(Just Now) WebUsing artificial intelligence (AI) in research offers many important benefits for science and society but also creates novel and complex ethical issues. While these …
https://link.springer.com/article/10.1007/s43681-024-00493-8
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Machine learning for mental health diagnosis: tackling …
(Just Now) WebIntroduction. In their contribution, Ugar and Malele 1 shed light on an often overlooked but crucial aspect of the ethical development of machine learning (ML) …
https://jme.bmj.com/content/early/2024/05/30/jme-2024-110059
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Legal and Ethical Consideration in Artificial Intelligence in
(3 days ago) WebKeywords: artificial intelligence, machine learning, ethical issues, legal issues, social issues. Introduction. Increasing patient demand, chronic disease, and …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963864/
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NeurIPS 2024 Call for Papers
(9 days ago) WebThe paper checklist is intended to help authors reflect on a wide variety of issues relating to responsible machine learning research, including reproducibility, …
https://neurips.cc/Conferences/2024/CallForPapers
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Cultural Relativity and Acceptance of Embryonic Stem Cell …
(2 days ago) WebVoices in Bioethics is currently seeking submissions on philosophical and practical topics, both current and timeless. Papers addressing access to healthcare, the …
https://journals.library.columbia.edu/index.php/bioethics/article/view/12685?program_id=1578
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Ethical and legal challenges of artificial intelligence-driven healthcare
(3 days ago) WebThis will be followed by an analysis of the ethical challenges of AI in healthcare. We will discuss four primary challenges: (1) informed consent to use, (2) safety and …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7332220/
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