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Artificial Intelligence in Health Care

via GetSmarter

Overview

The MIT Sloan Artificial Intelligence in Health Care online short course aims to provide health care leaders with the knowledge to use AI innovations for good. Explore techniques like natural language processing and data analytics as they apply to health care contexts.

On completion of this course, you’ll walk away with: An AI decision framework to help you evaluate the suitability of AI technologies within your work context. Insights into the AI opportunities available across a range of health care contexts, from hospital management to disease diagnosis. An overview of AI and ML fundamentals, specifically through the lens of its applicability in health care. An understanding of AI’s practical implementation and design challenges. Knowledge of the potential of natural language processing, data analytics, and ML within health care.

Syllabus

  • Orientation module: Welcome to your Online Campus
  • Module 1: AI and machine learning — Applications and foundations
  • Module 2: Using AI for disease diagnosis and patient monitoring
  • Module 3: Natural language processing and data analytics in health care
  • Module 4: Interpretability in machine learning — Benefits and challenges
  • Module 5: Patient risk stratification and augmenting clinical workflows
  • Module 6: Taking an integrated approach to hospital management and optimization

Taught by

Regina Barzilay

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