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Developing Equitable AI Diagnostics - A Technical Approach to Bias Mitigation

Developing Equitable AI Diagnostics - A Technical Approach to Bias Mitigation

Open Data Science via YouTube Direct link

- AI for Melanoma Detection Case Study

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- AI for Melanoma Detection Case Study

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Classroom Contents

Developing Equitable AI Diagnostics - A Technical Approach to Bias Mitigation

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  1. 1 - Introduction
  2. 2 - Perpetuation of Bias in Healthcare Diagnostics
  3. 3 - Types of Bias, their origins and mitigation techniques
  4. 4 - AI for Melanoma Detection Case Study
  5. 5 - Case Study 2
  6. 6 - Pop Quiz

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