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Op-Ed: Big Data Analytics in Healthcare is All About Ethics
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Author: Tim Sandle; Publisher: Digital Journal; Publication Year: 2020. The following article discusses the need for change in healthcare data. Ethics should be more of a priority for healthcare organizations. The author argues that privacy is not currently being taken seriously enough, and there should be more regulations that healthcare and pharmaceutical organizations must follow.…
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What is Responsible and Sustainable Data?
2019, Communities of Practice, Diversity, Equity & Inclusion, Frameworks, Healthcare, Research Articlelnbressa
Author: Linnet Taylor, Nadezhda Purtova; Publisher: SAGE Journals; Publication Year: 2019. The following article proposes the question of how should data scientists go about making data science a sustainable practice. The authors put forth a commons approach to creating a sustainable framework for the practice of data science. They believe that the users of data…
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Rethinking when and how to use race appropriately in care delivery
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Author: Jay Bhatt, Heather Nelson, David Veroff, Christine Chang, Jessica Overman; Publisher: Deloitte. Insights; Publication Year: 2022. The following article discusses how part of proper healthcare is the collection of data regarding an individuals health. This resource addresses how data can be used to properly capture aspects of race to help healthcare providers and organizations.…
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Health Data Poverty: An Assailable Barrier to Equitable Digital Health Care
Author: Hussein Ibrahim, Xiaoxuan Liu, Nevine Zariffa, Andrew D. Morris, Alastair K. Denniston; Publisher: The Lancet Digital Health; Publication Year: 2021. The following study identifies how machine learning and advanced technologies can now be used to transform health data, but such innovations could widen the gap of healthcare inequalities for those who may suffer from…
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The Need for Ethical Data Models for Comprehensive Data Sharing
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Author: Derek Baird; Publisher: MedCity News; Publication Year: 2021. The following article describes how the U.S. has lagged behind their developed nation counterparts in regards to patient and consumer privacy protections. The 30 year old Health Insurance Portability and Accountability Act (HIPPA) law is the basis for patient privacy protection which was long before the…
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How Google, Mayo Clinic and Kaiser Permanente Tackle AI Bias and Thorny Data Privacy Problems
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Author: Dave Muoio; Publisher: Fierce Healthcare; Publication Year: 2022. The following article discusses health data and the problems that this data has when related to artificial intelligence (AI) and privacy. As systemic biases are built into the health system, they unfortunately can be in the AI algorithm as well. Relating to privacy, there have been…
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Understanding the Ethical Dance of AI and Healthcare
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Author: Ashleigh Kennedy; Publisher: TEDx Talks; Publication Year: 2020. The following video discusses how AI is innovating the healthcare industry, but as the technology develops and the line between humans and machine becomes blurry, ethical issues arise. Human augmentation technology which is intended to re-establish human agency is actually taking control away from humans. As…
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