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An Introduction to How Generative AI Will Transform Healthcare

An Introduction to How Generative AI Will Transform Healthcare

53mIntermediate2024-02-28

Authors

Matthew Lungren MD MPH

Matthew Lungren MD MPH

Course details

From workflow efficiency to clinical decision support to innovative drug discovery and more, AI will transform the healthcare ecosystem. In this course, Dr. Matthew Lungren explores generative AI applications within various facets of healthcare, offering insights into the revolutionary impact on patient care, data management, and clinical operations. Dr. Lungren breaks down complex concepts into accessible content, focusing on the practical aspects of AI in improving patient care, streamlining data processes, and enhancing clinical efficiency. Through case studies and expert insights, he also covers the ethical and social implications of deploying generative AI in healthcare, encouraging best practices and responsible use. The final segments of the course focus on the future, preparing you to anticipate and shape the next wave of innovation in generative AI in healthcare.

Learning objectives
Understand the historical adoption of technology in healthcare and its parallels and contrasts with generative AI integration today.
Critically assess the reliability of medical information and research claims in the media.
Examine the pressures on healthcare professionals and the support structures needed by exploring AI's potential to alleviate workloads and prevent burnout.
Understand the impact of AI on the physician-patient relationship.
Evaluate the potential of generative AI to analyze the role of patient care in predictive analytics and personalized treatment plans.
Identify the transformative potential of AI in managing the logistics and administrative aspects of healthcare.
Evaluate the potential of generative AI in revolutionizing drug discovery and development.
Examine the prospects of generative AI in predictive health analytics.
Learn to assess the validity and ethical considerations of AI-powered medical advice.
Scrutinize the ethical dimensions of AI-generated synthetic data.
Investigate the use of generative AI in creating personalized health interventions.
Explore the future landscape of AI in healthcare.
Focus on upcoming innovations, regulatory challenges, and continuous learning for healthcare professionals.

Skills covered

Artificial Intelligence for BusinessBusiness Analysis and StrategyOne-Off

Concepts

0. Introduction

  • 01 - Introduction to generative AI in healthcare

1. The Foundations of Generative AI in Healthcare

  • 02 - GPT passes medical exams - Breakthrough or hype
  • 03 - Hello world - Generative AI s role in clinical documentation

2. Planning for the Generative AI Revolution in Healthcare

  • 04 - Implementing generative AI - Bottom-up or top-down
  • 05 - AI workforce - Redefining roles in healthcare

3. Special Topics in Generative AI and Healthcare

  • 06 - Generative AI - The key to unlocking medical knowledge
  • 07 - Precision health with generative AI
  • 08 - How generative AI enhances drug development

4. Ethical, Social, and Professional Considerations

  • 09 - Bias in generative AI for healthcare
  • 10 - Balancing technology and human judgment
  • 11 - Top two considerations for using generative AI in healthcare

5. The Future of Healthcare with Generative AI

  • 12 - The next wave - Multimodal AI in patient care
  • 13 - The rise of general medical AI
  • 14 - Everyone is a specialist - Health AI on the edge

Conclusion

  • 15 - Continuing the AI healthcare journey

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