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GenAI for Healthcare Ethics · LearnSpace
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GenAI for Healthcare Ethics

Курс от Coursera
Начальный≈ 5.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this course, you’ll explore the power of Generative AI and learn how to mitigate its ethical challenges. You’ll gain practical tools to ensure that AI-driven healthcare systems are fair, transparent, and prioritize patient well-being. From tackling bias in AI models to developing informed consent policies, this course will empower you to lead the way in ethical AI integration. This course is ideal for healthcare professionals, AI developers, or anyone curious about the intersection of AI and medicine. No prior AI experience is necessary, but a basic understanding of healthcare processes or data privacy will enhance your learning experience. Learners should have foundational knowledge of healthcare and basic technological literacy. Familiarity with concepts like patient care or data ethics will be helpful but is not mandatory. By the end of this course, learners will be equipped with knowledge and tools to ethically integrate generative AI in healthcare settings. They will be able to identify and mitigate bias in AI models, ensuring fairness and accuracy in medical decision-making. Additionally, learners will develop strategies for creating transparent, patient-centered informed consent policies while ensuring compliance with data privacy regulations and healthcare standards. This will enable them to confidently apply AI solutions that prioritize patient safety and trust.

Навыки, которые вы освоите

Informed ConsentResponsible AIHealthcare EthicsData EthicsGenerative AIHealthcare Industry KnowledgePatient-centered CareHealth Insurance Portability And Accountability Act (HIPAA) ComplianceMedical PrivacyPatient SafetyAI Integrations

Программа курса

1 модулей · 27 учебных материалов

01GenAI for Healthcare Ethics27 материалов

Lesson 1: Implementing Ethical Frameworks for Generative AI in Healthcare

Welcome to the Course: Course OverviewЧтениеIntroduction to the Course & Meet Your InstructorВидеоIntroduction to Ethical AI in HealthcareВидеоKey Ethical Principles for use of Artificial Intelligence for HealthЧтение

Учитесь у экспертов

Alfonso Rodríguez Cotes

Microsoft Artificial Intelligence and Generative AI Trainer

Starweaver

Global Leaders in Professional & Technology Education

GenAI for Healthcare Ethics
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Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 5.4 ч

1 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Индонезийский, Испанский, Дари, Японский

Часть программы вашего университета
Navigating Ethical Challenges in Healthcare GenAIDIALOGUE
Key Ethical Principles in Healthcare AI (Methods of Collecting Data)Видео
Creating an Ethical AI FrameworkВидео
Ethical Framework for GenAI in Healthcare DiagnosticsЗадание
(Optional) Hands On Learning: Designing an Ethical AI Framework for Healthcare using Bing Copilot Взаимная проверка

Lesson 2: Mitigating Bias in Generative AI Models in Healthcare

Understanding Bias in AI: Why It MattersВидеоDetecting Bias in Generative AI for HealthcareВидеоStrategies for Mitigating Bias in Generative AI Models in HealthcareВидеоAddressing Bias with Prompt Engineering and Fine-Tuning using Azure OpenAIВидеоDetecting and Mitigating Bias in Healthcare GenAIЗадание(Optional) Hands on Learning: Detecting Bias in Generative AI ToolsВзаимная проверка

Lesson 3: Developing Transparent and Privacy-Centric Consent Policies for Generative AI in Healthcare

The Importance of Informed Consent in AI-Driven HealthcareВидеоBuilding Transparent Consent Policies for AI in HealthcareВидеоDeveloping a Transparent AI Consent Form for Diagnostic HealthcareЗадание(Optional) Hands on Learning: Create a Consent form using Gen AIВзаимная проверкаData Privacy and Security in Generative AI for HealthcareВидеоBuilding Transparency and Trust in GenAI HealthcareDIALOGUEChoosing Cloud Services Like Azure to Ensure Data Privacy ComplianceВидеоUnraveling the Role of Cloud Computing in Healthcare Systems and Biomedical SciencesЧтениеComprehensive Ethical Framework for Healthcare GenAIЗадание(Optional) Non-Graded Project: Ethical AI in HealthcareВзаимная проверкаCongratulations and Continuous Learning JourneyВидеоGenAI for Healthcare EthicsЗадание