social bias – Page 2 – Andrew Fairless, Ph.D.

What I Read: Simplicity Creates Inequity, Fairness, Stereotypes, and Interpretability

By BylineAndrew Fairless on February 25, 2021February 18, 2021

https://arxiv.org/abs/1809.04578v1 Simplicity Creates Inequity: Implications for Fairness, Stereotypes, and InterpretabilityJon Kleinberg, Sendhil Mullainathan “Algorithmic predictions are increasingly used to aid… human decision-making…. We develop a formal model to explore theContinue readingWhat I Read: Simplicity Creates Inequity, Fairness, Stereotypes, and Interpretability

What I Read: Understanding Unintended Consequences of Machine Learning

By BylineAndrew Fairless on February 24, 2021February 7, 2021

https://arxiv.org/abs/1901.10002 A Framework for Understanding Unintended Consequences of Machine LearningHarini Suresh, John V. Guttag “…we provide a framework that partitions sources of downstream harm in machine learning into six distinctContinue readingWhat I Read: Understanding Unintended Consequences of Machine Learning

What I Read: AI Diagnose Illnesses if Rich

By BylineAndrew Fairless on February 1, 2021January 7, 2021

https://www.wired.com/story/ai-diagnose-illnesses-country-rich/ Will KnightBusiness10.11.2020 07:00 AMAI Can Help Diagnose Some Illnesses—if Your Country Is RichAlgorithms for detecting eye diseases are mostly trained on patients in the US, Europe, and China. ThisContinue readingWhat I Read: AI Diagnose Illnesses if Rich

What I Read: The way medical professionals are paid keeps structural racism alive

By BylineAndrew Fairless on January 29, 2021January 4, 2021

https://www.nytimes.com/2020/10/06/opinion/medical-racism-payment-models.html Why a Hospital Might Shun a Black PatientThe way medical professionals are paid keeps structural racism alive. It’s unethical and it must change.By Amol S. Navathe and Harald SchmidtDr.Continue readingWhat I Read: The way medical professionals are paid keeps structural racism alive

What I Read: Patients aren’t being told about AI systems

By BylineAndrew Fairless on January 11, 2021December 23, 2020

https://www.statnews.com/2020/07/15/artificial-intelligence-patient-consent-hospitals/ An invisible hand: Patients aren’t being told about the AI systems advising their careBy Rebecca Robbins @rebeccadrobbins and Erin Brodwin @erbrodJuly 15, 2020 “An AI system’s recommendation, after all,Continue readingWhat I Read: Patients aren’t being told about AI systems

What I Read: Bad Medicine, Harm That Comes From Racism

By BylineAndrew Fairless on December 4, 2020November 28, 2020

UpshotThe New Health CareBad Medicine: The Harm That Comes From RacismRacial bias still affects many aspects of health care.By Austin FraktPublished Jan. 13, 2020Updated July 8, 2020 “Reinforcing the factContinue readingWhat I Read: Bad Medicine, Harm That Comes From Racism

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