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Introduction to Generative AI in Healthcare
Coursera Instructor Network

Introduction to Generative AI in Healthcare

Farhan Nek

位教师:Farhan Nek

3,146 人已注册

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
4.2

(33 条评论)

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深入了解一个主题并学习基础知识。
4.2

(33 条评论)

初级 等级

推荐体验

6 小时 完成
灵活的计划
自行安排学习进度

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积累特定领域的专业知识

本课程是 Generative AI-Powered Solutions for Modern Healthcare 专项课程 专项课程的一部分
在注册此课程时,您还会同时注册此专项课程。
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  • 获得可共享的职业证书

该课程共有5个模块

This module provides an introduction to the course and its syllabus, laying the foundation for your learning journey. The introductory video offers insights into the skills and knowledge you will gain, while the course overview outlines key components and core values to deepen your understanding of the concepts.

涵盖的内容

1个视频1篇阅读材料1个插件

This lesson introduces the core principles of Generative AI and its transformative role in healthcare. In this lesson, you will explore the concepts of Generative AI technologies like Natural Language Processing (NLP) and medical image generation. It covers the historical development of AI in healthcare and introduces practical applications such as diagnosis, treatment planning, and data analysis. This lesson builds a strong knowledge base for understanding how AI is transforming healthcare.

涵盖的内容

4个视频1篇阅读材料1个作业1个插件

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1个插件

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1个插件

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1个插件

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位教师

授课教师评分
4.5 (12个评价)
Farhan Nek
Coursera Instructor Network
2 门课程5,236 名学生

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