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Introduction to Generative AI in Healthcare

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Coursera

Introduction to Generative AI in Healthcare

Farhan Nek

位教师:Farhan Nek

4,245 人已注册

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本课程是 Generative AI-Powered Solutions for Modern Healthcare 专项课程 专项课程的一部分
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该课程共有4个模块

This module provides an introduction to the course and its syllabus, laying the foundation for your learning journey. Next, you will be introduced to the concepts of Generative AI technologies like Natural Language Processing (NLP) and medical image generation and its transformative role in healthcare. The module also covers the historical development of AI in healthcare and introduces practical applications such as diagnosis, treatment planning, and data analysis.

涵盖的内容

5个视频2篇阅读材料1个作业

This lesson dives into the practical application of AI technologies to solve real-world healthcare challenges. You will engage in scenario-based tasks that involve selecting and applying AI tools (such as NLP) to medical data, enhancing diagnostics and treatment planning. The hands-on component of this lesson will deepen your skills in using AI to meet actual healthcare needs.

涵盖的内容

4个视频2篇阅读材料1个作业

This lesson delves into the ethical considerations that arise when implementing Generative AI in healthcare, with a focus on privacy, bias, and accountability. You will engage with case studies that highlight ethical dilemmas healthcare professionals face when using AI. The lesson also covers the regulatory and legal frameworks that guide AI applications in healthcare, ensuring you understand the responsibilities that come with AI deployment.

涵盖的内容

4个视频1篇阅读材料1个作业

After exploring the foundational concepts and ethical implications of Generative AI, this lesson focuses on evaluating the tangible benefits and limitations of AI technologies in healthcare. This lesson offers a critical evaluation of the advantages and challenges of implementing AI in healthcare. You will explore success stories where AI has improved patient outcomes and operational efficiency, while also considering the limitations of AI technologies. The lesson emphasizes the importance of balancing AI with human judgment, ensuring that AI complements healthcare professionals without replacing essential human expertise.

涵盖的内容

4个视频1篇阅读材料2个作业

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位教师

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4.5 (17个评价)
Farhan Nek
Coursera
2 门课程 6,941 名学生

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