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Generative AI for Healthcare Students and Professionals · LearnSpace
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Generative AI for Healthcare Students and Professionals

Курс от University of Glasgow
Начальный≈ 13.8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course aims to provide healthcare students and professionals with a solid foundation of how generative AI is used in their sector adopting a balanced discourse of information. This will be achieved by using case studies that will analyse the current landscape of AI in different fields such as Higher Education, NHS, Public Health and Clinical Research. These case studies will be complemented by bioethics, confidentiality and humanistic perspectives of this technology. For a comprehensive, but yet concise, overview of the topic learners will also delve into the historical perspectives of AI. The course will conclude with final reflective thoughts on what the future might hold for healthcare in terms of utilising responsibly generative AI. As this is an introductory course on generative AI for healthcare, it will be targeted to students and qualified professionals who would like to learn more about this emerging technology in an easy-to-follow approach through the use of interactive case studies that will have real-world applications.

Навыки, которые вы освоите

Generative AIArtificial Neural NetworksAugmented and Virtual Reality (AR/VR)Deep LearningResponsible AIPredictive ModelingArtificial IntelligenceMedical ImagingPrompt EngineeringHealth TechnologyHealthcare EthicsClinical InformaticsHealth InformaticsDental InformaticsRadiologyData EthicsHealthcare Industry Knowledge

Программа курса

3 модулей · 55 учебных материалов

01Week 1 - Introduction to Generative AI in Professional Settings 14 материалов

Introduction to the course and historical explorations

Intended learning outcomesЧтениеDisclaimerЧтениеMOOC instructors and content contributors ЧтениеPodcast - course introductionЧтение

Учитесь у экспертов

Ourania Varsou

Dr

Hamish Runciman

Dr

Lauren Duguid

Ms

Ourania Varsou

Dr Ourania Varsou

Generative AI for Healthcare Students and Professionals
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в новой вкладке

Обучение на Coursera

≈ 13.8 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Китайский (Китай), Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Испанский, Дари, Хинди, Японский, Венгерский

Часть программы вашего университета
Stay connected with UofG OnlineЧтение
The teaching and scholarship podcast - episode 59Чтение

AI to maximize VR medical imaging: current technologies and a case of application

Intended learning outcomesЧтениеAI to maximise VR medical imaging: current technologies and a case of applicationВидео

Professional integrity as a framework for encouraging responsible use of generative AI

Intended learning outcomesЧтениеProfessional integrity as a framework for encouraging responsible use of generative AI ВидеоSupporting open discussions on genAI in higher educationОбсуждениеRecommended optional readingЧтение

Week 1 quiz - multiple choice questions

Week 1 ungraded quizЗаданиеWeek 1 MCQs Задание
02Week 2 - Clinical Applications23 материалов

Prompt engineering in AI: a bespoke database application in python

Intended learning outcomesЧтениеPrompt engineering in AI: a bespoke database application in pythonЧтениеReflective task and action plansОбсуждение

Generative AI for dental smile analysis

Intended learning outcomesЧтениеIntroduction and lesson outlineВидеоDental aesthetics: challenges and objectivesВидеоOverview of proactive healthcareВидеоInternet of mirrors for healthcareВидеоData curation using generative AIВидеоData processing for dental smile analysisВидеоGummy and normal smile classificationВидеоCNN for gummy and normal smile classificationВидеоMirro user interface (UI) - demoВидеоConclusionsВидеоRecommended optional readingЧтение

A fused multi-channel prediction model of pressure injury for adult hospitalized patients – EADB model

Intended learning outcomesЧтениеA fused multi-channel prediction model of pressure injuryЧтениеOptional activityЧтение

Humanistic perspective of generative AI in surgery

Intended learning outcomesЧтениеPodcast - humanistic perspective of generative AI in surgery ЧтениеRecommended optional readingЧтение

Week 2 quiz - multiple choice questions

Week 2 ungraded MCQsЗаданиеWeek 2 MCQsЗадание
03Week 3 - National Health Service Applications18 материалов

AI to support COPD MDT pathways

Intended learning outcomesЧтениеDesigning and deploying predictive AI in a COPD pathwayВидеоDiscussion taskОбсуждениеReflective taskОбсуждение

Modelling the health and social care system with the help of artificial intelligence

Intended learning outcomesЧтениеModelling the health and social care system with the help of artificial intelligenceЧтениеFormative questionsЗадание

Artificial Intelligence in radiology

Intended learning outcomesЧтениеIntroduction to AI in healthcareВидеоAI in radiology – chest X-ray prioritisation in the lung cancer diagnostic pathwayЧтениеDetecting abnormalities on CT scans of the brainЧтениеReflective and analytical taskОбсуждение

AI: accountability, authenticity, curiosity, legacy

Intended learning outcomesЧтениеEthics and integrityВидеоReflective taskОбсуждениеRecommended optional readingЧтение

Week 3 quiz - multiple choice questions

Week 3 MCQsЗаданиеKeeping Learning with UofG OnlineЧтение