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AI and Health: Future Perspectives and Transformations · LearnSpace
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AI and Health: Future Perspectives and Transformations

Курс от Real Madrid Graduate School Universidad Europea
Начальный≈ 16 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course explores the emerging frontier of AI-driven health, recovery, and decision-making in elite sport. Learners will discover how artificial intelligence integrates genomic data, hormonal profiles, biomarkers, wearables, mental health indicators, environmental data, and biomechanical inputs to build deeply personalised athlete-care systems. Drawing on leading research in precision medicine, immersive rehabilitation, smart stadium technology, and psychological monitoring, the course uncovers how AI is reshaping athlete health from prevention to recovery and long-term wellbeing. Through real-world examples, learners will examine how AI powers hyper-personalised medical plans, identifies early signs of fatigue or hormonal imbalance, transforms rehabilitation through AR/VR environments, and enhances mental resilience with neurofeedback and cognitive monitoring. The course also addresses the ethical challenges of AI in sports, from privacy and bias to autonomy and fair competition, and explores emerging governance frameworks to protect athletes in a rapidly evolving technological landscape. By the end of this course, learners will understand the major innovations defining the future of AI in athlete health and will be able to apply key principles of responsible, data-driven decision-making.

Навыки, которые вы освоите

Augmented and Virtual Reality (AR/VR)AI PersonalizationInjury PreventionMachine LearningPrecision MedicineHuman Machine InterfacesArtificial IntelligenceReal Time DataRehabilitationRisk ManagementPredictive ModelingSports MedicineAthletic TrainingHealth TechnologyEmerging TechnologiesHealthcare EthicsHealth SystemsExercise ScienceResponsible AIData Ethics

Программа курса

4 модулей · 46 учебных материалов

01Future Predictive Tools for Injury Management: Using AI to predict and Prevent Injuries12 материалов

Course introduction

Welcome ReadingЧтение

Next-Gen Predictive Models: Combining Data to Predict Injuries

Foundations of Predictive Injury ModelsВидеоTranslating Injury Predictions into Actionable StrategiesВидеоComplementary Resources on Next-Gen Predictive Models: Combining Data to Predict Injuries

Учитесь у экспертов

Marisa Sáenz

Преподаватель курса

AI and Health: Future Perspectives and Transformations
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Обучение на Coursera

≈ 16 ч

4 модулей

Язык: Английский

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

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Чтение

AI & Digital Twins: Virtual Models to Test Risks

Foundations of AI-Driven Digital Twins in Sports and Risk AnalysisВидеоComplementary Resources on AI & Digital Twins: Virtual Models to Test RisksЧтение

Real Madrid examples for injury prevention and recovery

Real Madrid's use case for injury prevention: OlocipВидеоReal Madrid’s use case for recovery: TRAKВидеоComplementary Resources on Real Madrid examples for injury prevention and recoveryЧтение

Assignments

Future Predictive Tools for Injury Management: Using AI to predict and Prevent InjuriesЗаданиеFuture Predictive Tools for Injury Management: Using AI to predict and Prevent InjuriesЗаданиеPredicting the Future: When AI Meets the Medical TeamDIALOGUE
02AI and Extreme Individualization in Sports Health: Tailoring Strategies for Peak Performance12 материалов

Hyper-Personalized Medicine: AI Creates Custom Plans

The Revolution of AI in Precision HealthcareВидеоImplementation Challenges and Future Directions in AI-Powered Precision MedicineВидеоComplementary Resources on Hyper-Personalized Medicine: AI Creates Custom PlansЧтение

Hormonal & Biological Influences – Tracking Hormonal Effects

Sex-Specific Hormonal Dynamics and Their Impact on Athletic Performance and InjuryВидеоAI, Biomarkers & Monitoring in Injury & RecoveryВидеоComplementary Resources on Hormonal & Biological Influences – Tracking Hormonal EffectsЧтение

Neuro-Intelligence: Monitoring Mental Health

AI-Powered Mental Health Monitoring in SportsВидеоAI-Driven Mental Training and Performance EnhancementВидеоComplementary Resources on Neuro-Intelligence: Monitoring Mental HealthЧтение

Assignments

AI and Extreme Individualization in Sports Health: Tailoring Strategies for Peak PerformanceЗаданиеAI and Extreme Individualization in Sports Health: Tailoring Strategies for Peak PerformanceЗаданиеAI and Extreme Individualization in Sports Health: Tailoring Strategies for Peak PerformanceОбсуждение
03Innovations in Rehabilitation and Recovery: Accelerating Recovery with Advanced Tools11 материалов

AR & VR in Rehab: Simulating Real-game Scenarios

The Neurological Foundations of Immersive Technology in Sports RehabilitationВидеоSport-Specific Simulations and Clinical Applications of Immersive TechnologyВидеоComplementary Resources on AR & VR in Rehab: Simulating Real-game ScenariosЧтение

New Human-Machine Interfaces: AI-powered Recovery Tools

Foundations of AI-Driven Human-Machine Interfaces in RehabilitationВидеоComplementary Resources on New Human-Machine Interfaces: AI-powered Recovery ToolsЧтение

Bio-AI Recovery: Biomarker Analysis for Recovery

Bio-AI Breakthroughs: Redefining Recovery Through Smart BiomarkersВидеоThe Next Frontier: AI-Powered Biomarker Strategies for Ultimate PerformanceВидеоComplementary Resources on Bio-AI Recovery: Biomarker Analysis for RecoveryЧтение

Assignments

Innovations in Rehabilitation and Recovery: Accelerating Recovery with Advanced ToolsЗаданиеInnovations in Rehabilitation and Recovery: Accelerating Recovery with Advanced ToolsЗаданиеInnovations in Rehabilitation and Recovery: Accelerating Recovery with Advanced ToolsОбсуждение
04Towards an AI-Driven Sports Ecosystem: Smarter environments for athlete safety11 материалов

Smart Stadiums: Sensors for Real-time Injury Detection

AI-Driven Injury Detection: The Sensor Revolution in Smart StadiumsВидеоComplementary Resources on Smart Stadiums: Sensors for Real-time Injury DetectionЧтение

Virtual Coaches: Personalized AI-driven Strategies

The Science Behind AI-Driven Virtual CoachingВидеоAI in Action: Practical Applications and Innovations in Virtual CoachingВидеоComplementary Resources on Virtual Coaches: Personalized AI-driven StrategiesЧтение

AI Ethics in Decision-Making: Prioritizing Health Over Competition

Ethical Foundations of AI in Sports and HealthcareВидеоAI Governance in Sports: Building Ethical Frameworks for Athletes and OrganizationsВидеоComplementary Resources on AI Ethics in Decision-Making: Prioritizing Health Over CompetitionЧтение

Assignments

Towards an AI-Driven Sports Ecosystem: Smarter environments for athlete safetyЗаданиеTowards an AI-Driven Sports Ecosystem: Smarter environments for athlete safetyЗаданиеTowards an AI-Driven Sports Ecosystem: Smarter environments for athlete safetyОбсуждение