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Fighting Bias in Training
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Classroom Contents
Fairness in Medical Algorithms - Threats and Opportunities
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- 1 Intro
- 2 Disclosures
- 3 Racial Bias in Pulse Oximetry Measurement
- 4 Performance of intensive care unit severity scoring systems across different ethnicities in the USA: a retrospective observational study
- 5 Geographic Distribution of US cohorts Used to train Deep Learning Algorithms
- 6 Current status
- 7 Towards FAIR Algorithms in RL
- 8 Fighting Bias in Training
- 9 Saliency maps
- 10 Fairness in Al reporting guidelines (review)
- 11 An algorithmic approach to reducing unexplained pain disparities in underserved populations
- 12 Recalibrating the use of Race in Medical Research
- 13 Call to Action
