Evaluations of AI Applications in Healthcare (Coursera)

Evaluations of AI Applications in Healthcare (Coursera)
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Evaluations of AI Applications in Healthcare (Coursera)
With artificial intelligence applications proliferating throughout the healthcare system, stakeholders are faced with both opportunities and challenges of these evolving technologies. This course explores the principles of AI deployment in healthcare and the framework used to evaluate downstream effects of AI healthcare solutions.

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WHAT YOU WILL LEARN

- Principles and practical considerations for integrating AI into clinical workflows

- Best practices of AI applications to promote fair and equitable healthcare solutions

- Challenges of regulation of AI applications and which components of a model can be regulated

- What standard evaluation metrics do and do not provide

Course 4 of 5 in the AI in Healthcare Specialization


Syllabus


WEEK 1: AI in Healthcare

WEEK 2: Evaluations of AI in Healthcare

WEEK 3: AI Deployment

WEEK 4: Downstream Evaluations of AI in Healthcare: Bias and Fairness

WEEK 5: The Regulatory Environment for AI in Healthcare

WEEK 6: Best Ethical Practices for AI in Health Care

Readings related to best ethical practices for AI in health care

WEEK 7: Course Wrap Up



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