Fairness and Equity in Machine Learning for Healthcare

Fairness and Equity in Machine Learning for Healthcare

Computational Genomics Summer Institute CGSI via YouTube Direct link

We are Finding Evidence of Bias Through Audits

2 of 8

2 of 8

We are Finding Evidence of Bias Through Audits

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Fairness and Equity in Machine Learning for Healthcare

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  1. 1 Intro
  2. 2 We are Finding Evidence of Bias Through Audits
  3. 3 Why is Equitable Healthcare Challenging?
  4. 4 Machine Learning for Equitable Healthcare
  5. 5 Intimate Partner Violence
  6. 6 How well does SubLign recover cluster and alignment values on clinical data?
  7. 7 Why is My Classifier Discriminatory?
  8. 8 Large Language Models for Equitable Healthcare

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