Category: 2022
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Erasing Bias in Emerging Technologies – 3 Considerations
Author: Ivor Horn, Kulleni Gebreyes; Publisher: World Economic Forum; Publication Year: 2022. In the following article, 2 healthcare industry professionals walk through 3 considerations all providers should make. The first big pitfall most providers fall…
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Crisis Data: An AI Ethics Case Study
Author: Irina Raicu; Publisher: Markkula Center for Applied Ethics; Publication Year: 2022. The following case study describes how there is an ethical concern with keeping data linked to mental health and using this data to…
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Manipulating SHAP via Adversarial Data Perturbations (Student Abstract)
Author: Hubert Baniecki, Przemyslaw Biecek; Publisher: Proceedings of the AAAI Conference on Artificial Intelligence; Publication Year: 2022. The following article discusses how Shapley Additive Explanations (SHAP) values are a popular metric for identifying variable importance…
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The Health Pulse: AI and Bias in Healthcare
Author: Hiwot Tesfaye, Greg; Publisher: SAS; Publication Year: 2022. The following podcast episode discusses how algorithms in healthcare are often used for accessing risk. Pitfalls come from not understanding how the healthcare system has worked…
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Bringing Principles of Ethics to AI and Drug Design
Artificial Intelligence, Chemical Compound Data, Drug Development, Historical Medical Data, Machine Learning, Medication Research, PredictionsAuthor: Helen Santoro; Publisher: Scope; Publication Year: 2022. The following article discusses how artificial intelligence (AI) has proven potent in analyzing historical medical data, chemical compound data, and using it to predict viable treatments. As…
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Why We Need Data Ethics by Design
Author: Haroon Ahme; Publisher: Open Access Government; Publication Year: 2022. The following article discusses how while moving through the lifecycle of a project, user-centered design is (and should be) an important consideration at every stage.…
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How To Design Ethical Storytelling
Author: Goldie Chan; Publisher: Forbes; Publication Year: 2022. The following article is an interview with Nicole Solis-Sison who is a director and producer. In her work, she emphasizes the need for cultural equity, diversity, and…