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AI in Healthcare: Insights for Users, Buyers, and Investors · LearnSpace
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AI in Healthcare: Insights for Users, Buyers, and Investors

Курс от John Wiley & Sons
Средний≈ 19.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Based on the book, AI Doctor, by Ronald M. Razmi. This course explores how artificial intelligence is revolutionizing healthcare, from enhancing diagnostics to improving patient care. It provides practical insights into AI's role in operational efficiency, healthcare economics, and business models. Through a non-technical approach, learners will gain a comprehensive understanding of AI’s potential to reshape healthcare systems. The course will cover both the benefits and challenges of implementing AI in various healthcare sectors. What makes this course unique is its blend of theory with real-world applications. It provides a strategic overview of AI's impact on healthcare, focusing on practical examples and case studies. Ideal for healthcare professionals, researchers, business leaders, and investors, the course is also suitable for medical students and tech enthusiasts looking to explore AI’s transformative role in healthcare. No prior technical expertise is required. Copyright © 2024 by Ronald M. Razmi. Published by John Wiley & Sons, Inc., Hoboken, New Jersey.

Навыки, которые вы освоите

Artificial IntelligenceDecision Support SystemsHealth Care AdministrationMachine LearningHealth InformaticsMedical PrivacyAI EnablementMedical DevicesHealthcare Industry KnowledgeAI Product StrategyDiagnostic TestsHealth Care Procedure and RegulationHealthcare Project ManagementAI PersonalizationPrecision MedicineHealth TechnologyClinical InformaticsAI WorkflowsHealth CareHealth Systems

Программа курса

14 модулей · 113 учебных материалов

01History of AI and Its Promise in Healthcare8 материалов

Lesson 1

Course OverviewВидеоHistory of AI and Its Promise in Healthcare - Overview VideoВидеоIntroductionЧтениеWhat is AI?Чтение

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Wiley Skills Network

Преподаватель курса

AI in Healthcare: Insights for Users, Buyers, and Investors
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 19.7 ч

14 модулей

Язык: Английский

Субтитры: Дари, Пушту

Часть программы вашего университета
A Classification System for Underlying AI/ML AlgorithmsЧтение
AI and Deep Learning in MedicineЧтение
The Emergence of Multimodal and Multipurpose Models in HealthcareЧтение
Evolution and Capabilities of AI in Medical ContextsЗадание
02Building Robust Medical Algorithms12 материалов

Lesson 1

Building Robust Medical Algorithms - Overview VideoВидеоIntroductionЧтениеObtaining Datasets That Are Big Enough and Detailed Enough for TrainingЧтениеData Access Laws and Regulatory IssuesЧтениеFederated AI as a Possible SolutionЧтениеSynthetic DataЧтениеData Labeling and TransparencyЧтениеModel ExplainabilityЧтениеModel Performance in the Real WorldЧтениеTraining on Local DataЧтениеResponsible AIЧтениеBuilding Reliable Medical AI SystemsЗадание
03Barriers to AI Adoption in Healthcare8 материалов

Lesson 1

IntroductionЧтениеEvidence GenerationЧтениеRegulatory IssuesЧтениеReimbursementЧтениеWorkflow Issues with Providers and PayersЧтениеMedical-Legal BarriersЧтениеGovernanceЧтениеChallenges in Implementing AI in HealthcareЗадание
04Drivers of AI Adoption in Healthcare7 материалов

Lesson 1

Drivers of AI Adoption in Healthcare - Overview VideoВидеоIntroductionЧтениеIncrease in InvestmentsЧтениеOther BodiesЧтениеReimbursementЧтениеShortage of Healthcare ResourcesЧтениеAI in Healthcare: Adoption and RegulationЗадание
05Diagnostics14 материалов

Lesson 1

Diagnostics - Overview VideoВидеоIntroductionЧтениеPathologyЧтениеDermatologyЧтениеOphthalmologyЧтениеCardiologyЧтениеNeurologyЧтениеOncologyЧтениеPrognosis DetectionЧтениеGenomicsЧтениеDiagnostic BotsЧтениеAt Home Diagnostics/Remote MonitoringЧтениеSound AIЧтениеAI in Modern Diagnostic PracticesЗадание
06Therapeutics6 материалов

Lesson 1

Therapeutics - Overview VideoВидеоIntroductionЧтениеMental HealthЧтениеChronic Disease ManagementЧтениеMedication Supply and AdherenceЧтениеAI and Technology in Modern TherapeuticsЗадание
07Clinical Decision Support8 материалов

Lesson 1

Clinical Decision Support - Overview VideoВидеоIntroductionЧтениеAI in Decision SupportЧтениеInitial Use CasesЧтениеPrimary CareЧтениеNeurologyЧтениеDevicesЧтениеClinical Decision Support and AI in HealthcareЗадание
08Population Health and Wellness9 материалов

Lesson 1

Population Health and Wellness - Overview VideoВидеоIntroductionЧтениеFitnessЧтениеPopulation Health and ManagementЧтениеRisk AssessmentЧтениеRemote Engagement and AutomationЧтениеSDOHЧтениеAging in PlaceЧтениеPopulation Health and Wellness TechnologiesЗадание
09Clinical Workflows6 материалов

Lesson 1

Clinical Workflows - Overview VideoВидеоIntroductionЧтениеDocumentation AssistantsЧтениеQuality MeasurementЧтениеVirtual AssistantsЧтениеEnhancing Healthcare Through Intelligent SystemsЗадание
10Administration and Operations7 материалов

Lesson 1

Administration and Operations - Overview VideoВидеоIntroductionЧтениеPractice Management and OperationsЧтениеHospital OperationsЧтениеPayersЧтениеFraudЧтениеAI and Administrative Efficiency in HealthcareЗадание
11AI Applications in Life Sciences7 материалов

Lesson 1

AI Applications in Life Sciences - Overview VideoВидеоIntroductionЧтениеClinical TrialsЧтениеInformation EnginesЧтениеPatient StratificationЧтениеMedical Affairs and CommercialЧтениеAI in Life Sciences ApplicationsЗадание
12Which Health AI Applications Are Ready for Their Moment?6 материалов

Lesson 1

Which Health AI Applications Are Ready for Their Moment? - Overview VideoВидеоIntroductionЧтениеClinical CareЧтениеAdministrative and OperationsЧтениеLife SciencesЧтениеAI in Healthcare: Applications and LimitationsЗадание
13The Business Model for Buyers of Health AI Solutions6 материалов

Lesson 1

The Business Model for Buyers of Health AI Solutions - Overview VideoВидеоIntroductionЧтениеClinical CareЧтениеAdministrative and OperationsЧтениеLife SciencesЧтениеAI in Healthcare Business StrategiesЗадание
14How to Build and Invest in the Best Health AI Companies9 материалов

Lesson 1

How to Build and Invest in the Best Health AI Companies - Overview VideoВидеоIntroductionЧтениеBarriers to Entry and Intellectual Property (IP)ЧтениеCreating Defensible ProductsЧтениеStartups Versus Large CompaniesЧтениеSales and MarketingЧтениеInitial CustomersЧтениеDirect-to-Consumer (D2C)ЧтениеHealth AI Investment and Development InsightsЗадание