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  • Generative AI for Healthcare

Generative AI for Healthcare

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Course Content

INTRODUCTION TO AI FUNDAMENTALS IN HEALTHCARE 4 Topics
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AI Fundamentals
Types of AI Systems
Sample AI Applications in Healthcare
Ethical Framework for Healthcare AI
ETHICAL IMPLICATIONS 7 Topics
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Patient Privacy and HIPAA Compliance
PHI and De-identification Challenges
Data Security Considerations
Algorithmic Bias and Health Equity
Accountability and Liability with AI Tools
Case Study: Ethical Dilemma in Healthcare AI
What Makes AI “Generative”
GENERATIVE AI CONCEPTS AND CAPABILITIES 11 Topics
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How Large Language Models (LLMs) Learn Language
Generative AI Capabilities: Text
Generative AI Capabilities: Images
Clinical Applications: Documentation and Summarization
Administrative Applications: Communication and Workflow
Capability: Answering Questions (Knowledge Retrieval)
Capability: Explaining Medical Concepts
Limitation: Understanding “Hallucinations”
Recognizing Potential Bias
Demo: Generative AI in Action
Survey of Available AI Tools for Healthcare
HEALTHCARE AI TOOLS AND APPLICATIONS 8 Topics
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General-Purpose vs. Healthcare-Specific AI
Clinical Decision Support Application
AI in Radiology and Medical Imaging
AI in Pathology
AI in Nursing Documentation and Care Planning
AI for Administrative Efficiency
Hands-On: Accessing a Healthcare AI Tool
Introduction to Prompt Engineering
PROMPT ENGINEERING FUNDAMENTALS 9 Topics
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Anatomy of an Effective Healthcare Prompt
Clear and Specific Instructions
Providing Context
Role and Expertise Assignment
Output Format Specification
Common Prompting Mistakes in Healthcare
Hands-On: Creating Basic Clinical Prompts
Refining Prompts for Better Outputs
Review of Basic Prompting Principles
ADVANCED PROMPT ENGINEERING FOR HEALTHCARE
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FUTURE DIRECTIONS AND CONTINUOUS LEARNING
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IMPLEMENTATION STRATEGIES AND ORGANIZATIONAL INTEGRATION
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  • السعر: Closed
  • المدة:36 ساعة
  • الوحدات:8
  • المتعلمين:520
  • اللغة :العربية
  • الشهادات:Yes

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شركاؤنا

  • TOOT AI Solutions
  • Trafalgar AI
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منصة مبتكرة تهدف إلى تعزيز المعرفة والمهارات في مجال الذكاء الاصطناعي من خلال تقديم محتوى تعليمي ممتع وجذاب. نسعى لخلق بيئة تعليمية مبتكرة تعتمد على التعلّم المصغر والتعلّم عبر اللعب، مع التركيز على إتاحة المعرفة للجميع بغض النظر عن مستوى خبراتهم التقنية.

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