Category: Frameworks

Ethics of Using and Sharing Clinical Imaging Data for Artificial Intelligence: A Proposed Framework

Clinical Imaging Data, Consent, Data Ownership, Moral Responsibility, Treatment

Author: David B. Larson, David C. Magnus, Matthew P. Lungren, Nigam H. Shah, Curtis P. Langlotz; Publisher: National Library of Medicine; Publication Year: 2020. The following article discusses data ownership of clinical imaging data. The…
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A.I. Bias Caused 80% Of Black Mortgage Applicants To Be Denied

Artificial Intelligence, Fairness, Fintech, Home Ownership, Mortgage, Racial Bias

Author: Kori Hale; Publisher: Forbes; Publication Year: 2021. The following article describes a specific instance of an unethical artificial intelligence (AI) program where across the board minorities are being rejected from mortgage requests at higher…
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How to Promote Ethics in Data Science and Analytics

Ethical Constraints, Math, Training Data, Transparency

Author: Kirsten Hoogenakker Publisher: DataDrive Publication Year: 2021 Summary: The following article discusses how math has generally been thought of as a completely unbiased form of research. Numbers are numbers, how could they be biased?…
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NIH Injects $130M to Provide Quality Tools, Data for AI in Medicine

AI-Ready Datasets, Artificial Intelligence, Behavioral Research, Biomedical Research, National Institutes of Health, NIH, Systemic Inequity

Author: Kirsten Errick; Publisher: Nextgov; Publication Year: 2022. The following article introduces a $130 million funding effort to integrate artificial intelligence (AI) solutions into National Institutes of Health (NIH) biomedical and behavioral research. This is…
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Evolutionary Game Theory Could Predict Dangerous AI

Artificial Intelligence, Business Environments, Data Science, Social Environments, Software Development

Author: Kimberly Mok; Publisher: TheNewStack; Publication Year: 2022. The following article takes a different approach to understanding ethics in data science. The author attempts to simulate the race to create smarter and smarter artificial intelligence…
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What are the Ethical Concerns of Artificial Intelligence in Marketing?

Convenience, Data Collection, Marketing, Personalized Content, Targeted Marketing, Transparency

Author: Kevin Walsh, Paul Roetzer Publisher: HubSpot Publication Year: 2019 Summary: The following video notes that individuals frequently make a trade off between privacy and convenience in order to receive personalized content, which firms can…
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Sexist and Biased? How Credit Firms Make Decisions

Algorithms, Apple, Artificial Intelligence, Credit Score, Gender Bias, Goldman Sachs, Historical Data

Author: Kevin Peachey; Publisher: BBC News; Publication Year: 2019. The following article describes how in November 2019, a tech entrepreneur reported that he was approved credit 20 times more on his Apple Card than his…
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Ethics in Mapping

Accountability, Data Collection, Geographic Information Systems, Intrusion, Transparency

Author: Kenneth Field; Publisher: ArcGIS Blog; Publication Year: 2022. The following article discusses the ethical practices that mapmakers should consider in the world of geographic information systems (GIS) and cartography. The author lists important frameworks…
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Fear, Uncertainty, and Period Trackers

Abortion, Data Confidentiality, Digital Evidence, Electronic Data, Federal Health Privacy Law, Period Trackers, Personal Data, Third-Party

Author: Kendra Albert; Publisher: Berkman Klein Center for Internet and Society, Harvard University; Publication Year: 2022. The following article talks about the uncertainty surrounding period trackers, and breaks down the fears behind ethical and privacy…
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