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Trustworthy AI for Healthcare Management · LearnSpace
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Trustworthy AI for Healthcare Management

Курс от Politecnico di Milano
Начальный≈ 3.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This MOOC gives an introduction to trustworthy artificial intelligence and its application in healthcare. This includes modules on basics of artificial intelligence and an introduction to trustworthy and ethical applications of artificial intelligence. A dedicated lesson will present the Z-Inspection® process for assessing trustworthy AI, and real-world case studies will illustrate how to apply the knowledge. The course is aimed at healthcare professionals, patients, and AI practitioners. It does not require previous knowledge on AI. Participants will learn: - How AI systems work and learn - What tasks can be solved by AI - Common challenges for AI in healthcare - Fundamentals of Trustworthy AI - How to assess Trustworthy AI - How Trustworthy AI assessments look in practice This course was developed by Goethe University Frankfurt as part of the research project 'Pan-European Response to the Impacts of the COVID-19 and future Pandemics and Epidemics' (PERISCOPE). Funded by the European Commission Research Funding programme Horizon 2020 under the Grant Agreement number 101016233, PERISCOPE investigates the broad socio-economic and behavioural impacts of the COVID-19 pandemic, to make Europe more resilient and prepared for future large-scale risks. PERISCOPE website: https://www.periscopeproject.eu/

Навыки, которые вы освоите

Responsible AIArtificial IntelligenceAI WorkflowsData GovernanceHealth Care Procedure and RegulationMachine LearningModel EvaluationData EthicsVerification And ValidationAI IntegrationsHealth SystemsHealthcare EthicsHealthcare Industry KnowledgeHealth TechnologyHealth InformaticsEthical Standards And Conduct

Программа курса

5 модулей · 20 учебных материалов

01Introduction1 материалов

Introduction and Course Overview

Introduction and Course OverviewВидео
02Introduction to Artificial Intelligence in Healthcare8 материалов

What is Artificial Intelligence

What is Artificial IntelligenceВидеоBasics of Artificial IntelligenceЗадание

Applications of Artificial Intelligence in Healthcare

Учитесь у экспертов

Marco Brambilla

Professor

Trustworthy AI for Healthcare Management
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Обучение на Coursera

≈ 3.5 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Дари, Хинди, Японский, Казахский, Малайский, Польский

Часть программы вашего университета
Applications of Artificial Intelligence in HealthcareВидео
Applications of Artificial Intelligence in HealthcareЗадание

Challenges for Artificial Intelligence in Healthcare

Challenges for Artificial Intelligence in HealthcareВидеоChallenges for Artificial Intelligence in HealthcareЗадание

Explainable Artificial Intelligence

Explainable Artificial IntelligenceВидеоExplainable Artificial IntelligenceЗадание
03Introduction to Trustworthy Artificial Intelligence6 материалов

Ethical Principles of Trustworthy Artificial Intelligence

Ethical Principles of Trustworthy Artificial IntelligenceВидеоEthical Principles of Trustworthy Artificial IntelligenceЗадание

Realizing Trustworthy Artificial Intelligence

Realizing Trustworthy Artificial IntelligenceВидеоRealizing Trustworthy Artificial IntelligenceЗадание

Assessing Trustworthy Artificial Intelligence

Assessing Trustworthy Artificial IntelligenceВидеоAssessing Trustworthy Artificial IntelligenceЗадание
04Case Studies of Artificial Intelligence in Healthcare3 материалов

Detecting Cardiac Arrest Symptoms in Emergency Calls

Detecting Cardiac Arrest Symptoms in Emergency CallsВидео

Classifying Skin Lesions

Classifying Skin LesionsВидео

Assessing Lung Damage from Chest X-Rays

Assessing Lung Damage from Chest X-RaysВидео
05Recap2 материалов

Recap and Practical Recommendations for Trustworthy Artificial Intelligence in Healthcare

Recap and Practical Recommendations for Trustworthy Artificial Intelligence in HealthcareВидеоPractical RecommendationsЗадание