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Amazon’s $3.9 billion One Medical Acquisition is Already Raising Data Privacy Concerns
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Author: Clint Rainey; Publisher: Fast Company; Publication Year: 2022. The following article discusses how Amazon recently acquired One Medical, a subscription-based healthcare services company. There are concerns over what Amazon will do with the protected healthcare data of One Medical’s customers, especially now that Roe v. Wade has been overturned. Who will have access to…
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Great Promise but Potential for Peril
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Author: Christina Pazzanese Publisher: The Harvard Gazette Publication Year: 2020 Summary: The following article starts off by talking about all the different ways in which AI or machine learning can help improve society and business. At first, AI was thought to just automate simple and repetitive tasks. However, it turned into being much more useful…
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Overcoming AI Bias to Empower an Equitable Society
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Author: Caslee Sims; Publisher: SAS; Publication Year: 2021. The following article talks about how algorithms and predictive models in health care and criminal justice can change the trajectory of someone’s life. Caslee provides two important resources for the audience to learn more about solving AI biases. First, Renee Cummings’ work with “Humanity in AI” in…
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Racial Bias in a Medical Algorithm Favors White Patients over Sicker Black Patients
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Author: Carolyn Y. Johnson; Publisher: The Washington Post; Publication Year: 2019. The following article describes how algorithms are created with the intention of eliminating bias, such as racial bias, but there are variables that can accidently profile individuals. The Washington Post reports that a widely used medical algorithm favors white patients over sicker Black patients…
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Ethical Issues Arising Due to Bias in Training A.I. Algorithms in Healthcare and Data Sharing as a Potential Solution
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Author: Bilwaj Gaonkar Ph.D., Kirstin Cook B.A., Luke Macyszyn M.D.; Publisher: The AI Ethics Journal; Publication Year: 2020. The following article features authors that explain that each time a human makes a decision in modeling, human bias is introduced into the model in various degrees. They name 3 forms of bias that affect the deployment…
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Addressing Race in Pulmonary Function Testing by Aligning Intent and Evidence With Practice and Perception
Author: Bhakta NR, Kaminsky DA, Bime C, Thakur N, Hall GL, McCormack MC, Stanojevic S.; Publisher: National Library of Medicine; Publication Year: 2021. The following article identifies how the COVID-19 pandemic has raised awareness of the systematic bias of pulse oximetry in individuals with darker skin tones. Some, but not all, models of pulse oximeters…
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Data Ethics & Privacy: Doing the Right Thing with Data
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Author: Ashley Brown; Publisher: RGP; Publication Year: 2020. The following article discusses how COVID-19 has expedited the use of technology, particularly in healthcare and in dealing with containing the disease. Many countries are using GPS tracking from cellphones to log infection trails and prevent spread. There are also an increased amount of applications that are…
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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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8 Ways to Prevent Ageism in Artificial Intelligence
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Author: Anna Meyer; Publisher: Inc.; Publication Year: 2022. The following article looks at how ageism is an often overlooked -ism, especially in data ethics. However, ageism is happening more and more not only in AI but technology as a whole. It seems like technology is designed for younger people and has an increasingly more difficult…
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AI Ethics: A Guide to Ethical AI
2022, Bias, Blog Article, Code of Ethics, Education & Training, Frameworks, Healthcare, Notable Peoplelnbressa
Author: Alexandria Jacobson; Publisher: Builtin; Publication Year: 2022. The following article focuses on Apixio, an AI healthcare company that is focused on delivering actionable insights to improve health outcomes. Their AI ethics revolve around the idea that healthcare data collection must be held to a higher standard than other industry organizations. They have best practices…
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