К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
AI for Healthcare · LearnSpace
Назад в каталог
courseraЗдоровье

AI for Healthcare

Курс от AI CERTs
Начальный≈ 22.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Healthcare professionals today manage increasing volumes of patient data, rising diagnostic demands, and the pressure to make fast, accurate decisions. AI for Healthcare is a beginner-friendly, practical course designed to help you apply AI confidently in clinical workflows, improve diagnostics, and enhance patient outcomes—without any coding experience. Instead of focusing on theory, this course explores real hospital use cases. You’ll see how healthcare teams use machine learning, predictive analytics, and medical imaging AI to identify patterns, support clinical decisions, and reduce manual effort. You’ll also work hands-on with healthcare datasets to improve diagnostic accuracy and operational efficiency through practical, data-driven insights. By the end of the course, you’ll be able to integrate AI into medical workflows, interpret healthcare data with confidence, and improve patient care through faster, more informed decisions. Enroll in AI for Healthcare to build practical skills that enhance care delivery, strengthen decision-making, and improve patient outcomes with AI.

Навыки, которые вы освоите

AI IntegrationsCare ManagementHealth TechnologyTreatment PlanningImage AnalysisClinical PracticesData LiteracyData AnalysisData-Driven Decision-MakingDiagnostic Tests

Программа курса

9 модулей · 113 учебных материалов

01Module 1: Introduction to Artificial Intelligence (AI) in Healthcare 15 материалов
Navigation VideoВидеоCourse IntroductionВидеоEbook: Module 1: Introduction to Artificial Intelligence (AI) in HealthcareЧтениеAudio Book: Introduction to Artificial Intelligence (AI) in HealthcareВидео

Учитесь у экспертов

AI CERTs Team

Преподаватель курса

AI for Healthcare
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 22.5 ч

9 модулей

Язык: Английский

Субтитры: Венгерский, Дари, Пушту

Часть программы вашего университета
Podcast: Introduction to Artificial Intelligence (AI) in HealthcareВидео
1.1 The Evolution and Impact of AI in HealthcareВидео
1.2 Overview of AI Applications in Various IndustriesВидео
1.3 Understanding Healthcare Data TypesВидео
1.4 Role of AI in HealthcareВидео
1.5 Overview of Healthcare Industry StakeholdersВидео
1.6 Privacy and Security in Healthcare AIВидео
1.7 Ethical Considerations: Bias, Fairness, and TransparencyВидео
1.8 Regulatory Landscape for AI in HealthcareВидео
Activity: CarouselPLUGIN
Quiz 1Задание
02Module 2: Data Handling and AI Modeling 14 материалов
Ebook: Module 2: Data Handling and AI ModelingЧтениеAudio Book: Data Handling and AI ModelingВидеоPodcast: Data Handling and AI ModelingВидео2.1 Data Collection Techniques in HealthcareВидео2.2 Data Storage and Management SolutionsВидео2.3 Ensuring Data Quality and IntegrityВидео2.4 Handling Missing Data and AnomaliesВидео2.5 Data Normalization and StandardizationВидео2.6 Feature Engineering and SelectionВидео2.7 Designing AI Models for HealthcareВидео2.8 Training and Tuning ModelsВидео2.9 Model Evaluation Metrics and Validation TechniquesВидеоActivity: AccordianPLUGINQuiz 2Задание
03Module 3: AI in Medical Imaging 14 материалов
Ebook: Module 3: AI in Medical ImagingЧтениеAudio Book: AI in Medical ImagingВидеоPodcast: AI in Medical ImagingВидео3.1 Types of Medical ImagingВидео3.2 Challenges in Medical Imaging Data HandlingВидео3.3 Image Data Augmentation TechniquesВидео3.4 Deep Learning Models for Image Analysis (CNNs, GANs)Видео3.5 Case Studies: Enhancing Image Quality and Diagnosis AccuracyВидео3.6 Innovations in Image Segmentation and Object RecognitionВидео3.7 Integration of AI Tools into Clinical WorkflowsВидео3.8 Future of AI in Radiology and PathologyВидео3.9 Emerging Technologies and Their Potential ImpactВидеоActivity: FlipcardPLUGINQuiz 3Задание
04Module 4: AI in Diagnostics and Predictive Analytics 13 материалов
Ebook: Module 4: AI in Diagnostics and Predictive AnalyticsЧтениеAudio Book: AI in Diagnostics and Predictive AnalyticsВидеоPodcast: AI in Diagnostics and Predictive AnalyticsВидео4.1 AI in Disease Identification and DiagnosisВидео4.2 Real-Time Analysis and Decision Support SystemsВидео4.3 Case Studies: AI in Oncology and CardiologyВидео4.4 Using AI to Predict Disease OutbreaksВидео4.5 Risk Assessment Models for Chronic DiseasesВидео4.6 Enhancing Preventive Care through Predictive InsightsВидео4.7 Addressing Data Heterogeneity and ComplexityВидео4.8 Overcoming AI Implementation Barriers in HealthcareВидеоActivity: Drag and dropPLUGINQuiz 4Задание
05Module 5: AI in Treatment Planning and Personalized Medicine 14 материалов
Ebook: Module 5: AI in Treatment Planning and Personalized MedicineЧтениеAudio Book: AI in Treatment Planning and Personalized MedicineВидеоPodcast: AI in Treatment Planning and Personalized MedicineВидео5.1 Role of AI in Developing Personalized Treatment PlansВидео5.2 AI in Drug Discovery and DevelopmentВидео5.3 Genetic Data Analysis and Treatment OptimizationВидео5.4 Applications of Reinforcement Learning in Treatment OptimizationВидео5.5 Simulation and Treatment Outcome PredictionВидео5.6 Integration with Robotic Surgery and Other TechnologiesВидео5.7 Ethical Considerations in Personalized MedicineВидео5.8 Success Stories: Customized Patient Care ApproachesВидео5.9 Future Directions in AI-driven Personalized MedicineВидеоActivity: TabPLUGINQuiz 5Задание
06Module 6 AI in Patient Monitoring & Care Management 13 материалов
Ebook: Module 6: AI in Patient Monitoring & Care ManagementЧтениеAudio Book: AI in Patient Monitoring & Care ManagementВидеоPodcast: AI in Patient Monitoring & Care ManagementВидео6.1 Smart Devices for Health MonitoringВидео6.2 IoT in Patient Care: Real-time Data Collection and AnalysisВидео6.3 Benefits and Challenges of Wearable Health TechnologyВидео6.4 Technologies Enabling Remote MonitoringВидео6.5 AI in Remote Chronic Condition Management & Patient EngagementВидео6.6 Transforming Outpatient Services with AIВидео6.7 Reducing Hospital ReadmissionsВидео6.8 Case Studies: Impact of Remote Monitoring on Patient OutcomesВидеоActivity: Case studyPLUGINQuiz 6Задание
07Module 7: AI in Health Insurance and Healthcare Management 14 материалов
Ebook: Module 7: AI in Health Insurance and Healthcare ManagementЧтениеAudio Book: AI in Health Insurance and Healthcare ManagementВидеоPodcasts: AI in Health Insurance and Healthcare ManagementВидео7.1 Fraud Detection and Risk AssessmentВидео7.2 Customized Insurance Packages and PricingВидео7.3 Impact of AI on Claims Processing and ManagementВидео7.4 AI in Hospital Management: Resource AllocationВидео7.5 Optimizing Patient Flow and Service DeliveryВидео7.6 Automation of Administrative TasksВидео7.7 Predictive Analytics in Resource ManagementВидео7.8 AI in Emergency Response and Epidemic OutbreaksВидео7.9 Strategic Planning with AI InsightsВидеоActivity: TabPLUGINQuiz 7Задание
08Module 8: Advanced Topics and Future Directions in AI+ Healthcare 15 материалов
Ebook: Module 8: Advanced Topics and Future Directions in AI+ HealthcareЧтениеAudio Book: Advanced Topics and Future Directions in AI+ HealthcareВидеоPodcast: Advanced Topics and Future Directions in AI+ HealthcareВидео8.1 Emerging AI Technologies: Quantum Computing, BlockchainВидео8.2 Advanced Data Analytics and Their ApplicationsВидео8.2.1 Generative AI and Large Language Models in HealthcareВидео8.3 Global Health Initiatives and AIВидео8.4 Integrating Bioinformatics with AIВидео8.5 Collaborations Between AI Researchers and Healthcare ProfessionalsВидео8.6 Bridging Technology and Clinical PracticeВидео8.7 Keeping Pace with Technological AdvancementsВидео8.8 Ethical AI Deployment in HealthcareВидео8.9 Developing a Sustainable AI Strategy in HealthcareВидеоActivity: Problem StatementPLUGINQuiz 8Задание
09AI Agents for Healthcare1 материалов
Ebook: AI Agents for HealthcareЧтение