Course Outline

Introduction to Prompt Engineering in Healthcare

  • Understanding AI-driven prompt engineering
  • Applications of AI in healthcare and life sciences
  • Overview of AI tools and APIs for medical applications

AI for Medical Documentation and Clinical Workflows

  • Generating structured clinical notes with AI
  • Optimizing prompts for patient history summarization
  • Using AI for transcription and automated medical reports

Enhancing Patient Interactions with AI

  • Developing AI chatbots for patient support
  • Automating responses for healthcare FAQs
  • Personalizing patient engagement with AI-driven prompts

AI-Assisted Medical Research and Literature Review

  • Extracting key insights from medical papers
  • Automating literature searches with AI prompts
  • Summarizing and comparing research findings using AI

Prompt Engineering for Drug Discovery and Development

  • Using AI to analyze molecular structures and drug interactions
  • Optimizing prompts for predictive modeling in drug research
  • Enhancing clinical trial data analysis with AI

AI in Clinical Decision Support

  • Developing AI-generated diagnostic recommendations
  • Using AI for personalized treatment plans
  • Ensuring accuracy and reliability in AI-assisted decision-making

Regulatory and Ethical Considerations in AI-Driven Healthcare

  • Ensuring compliance with HIPAA, GDPR, and other regulations
  • Addressing AI bias and ethical concerns in medical applications
  • Best practices for responsible AI usage in healthcare

Hands-On Labs and Case Studies

  • Building AI-powered medical chatbots
  • Using AI prompts for real-time clinical documentation
  • Applying AI-driven insights for drug research

Summary and Next Steps

Requirements

  • Basic understanding of healthcare or life sciences
  • Experience with data analysis or AI tools
  • Familiarity with medical documentation and clinical workflows (recommended)

Audience

  • Healthcare professionals
  • Medical researchers
  • AI developers in healthcare
 14 Hours

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