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The data to decision path for infusion of AI in healthcare · LearnSpace
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The data to decision path for infusion of AI in healthcare

Курс от University of Colorado System
Начальный≈ 7.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course explores AI’s role in healthcare decision-making, focusing on data integration, predictive intelligence, and operational impact. Learners will examine AI’s use in clinical and administrative functions, data governance, and workflow integration. Through real-world examples, they will gain insights into AI’s potential, challenges, and strategic implementation in healthcare.

Навыки, которые вы освоите

Artificial IntelligenceData-Driven Decision-MakingMachine Learning AlgorithmsAnalyticsMachine LearningAI EnablementAI IntegrationsArtificial Intelligence and Machine Learning (AI/ML)Predictive ModelingDecision IntelligenceData GovernancePredictive AnalyticsAdvanced AnalyticsHealth InformaticsClinical InformaticsMachine Learning MethodsDecision Support SystemsApplied Machine Learning

Программа курса

4 модулей · 43 учебных материалов

01The Role of AI in the Data-Information-Analysis-Decision (DIAD) Process in Healthcare10 материалов
The Role of AI in the Data-Information-Analysis-Decision(DIAD) Process in HealthcareВидеоDIAD in Clinical Decisions, using AI, ML, and LLMsВидеоDIAD and AI-Powered Operational DecisionsВидеоPower of Real-Time DIAD using AIВидео

Учитесь у экспертов

Jiban Khuntia

Associate Professor • Director of Health Administration Research Consortium

The data to decision path for infusion of AI in healthcare
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 7.9 ч

4 модулей

Язык: Английский

Субтитры: Венгерский, Дари, Пушту

Часть программы вашего университета
AI-Enabled Real-Time Decisions in Healthcare: Bridging Retrospective and Real-Time Decision MakingВидео
Data Mining and the DIAD Framework: Unlocking Hidden InsightsВидео
Comprehensive Sources of Healthcare Data for DIADВидео
Integrating Data Sources for Comprehensive DIADВидео
Module 1 Background MaterialsЧтение
Module 1 QuizЗадание
02Emphasizing Analytics in DIAD for Healthcare11 материалов
Analytics for Decisions in HealthcareВидеоAI as Analytics: Quick Fix MythВидеоAnalytical Models for Building AI Solutions in HealthcareВидеоHow do Analytical Models Work?ВидеоKey Characteristics of Analytical Models in HealthcareВидеоThe Important Elements of an Analytical ModelВидеоIncorporating Analytics in Healthcare AI Project - Part 1: Problem Definition and Data CollectionВидеоIncorporating Analytics in Healthcare AI Project - Part 2: Building and Testing of ModelsВидеоIncorporating Analytics in Healthcare AI Project - Part 3: Model Deployment and ContinuationВидеоModule 2 Background MaterialsЧтениеModule 2 QuizЗадание
03AI and ML-Relevant Algorithms for Healthcare Models10 материалов
What are Algorithms? (In Healthcare Context)ВидеоThe Importance of Algorithms in HealthcareВидеоCommon Algorithms Used in Health AI ContextВидеоWhat Specific Outcomes Do Algorithms Produce in Healthcare?ВидеоLinear Regression in HealthcareВидеоExamples of Linear Regression in HealthcareВидеоLogistic Regression in HealthcareВидеоExample of Logistic Regression in HealthcareВидеоModule 3 Background MaterialsЧтениеModule 3 QuizЗадание
04AI-Relevant Complex Algorithms for Healthcare Models12 материалов
Complex Algorithms Used in Health AI ContextsВидеоDecision Trees in HealthcareВидеоDecision Tree Examples in HealthcareВидеоSecond Decision Tree Example in HealthcareВидеоRandom Forest Algorithm in HealthcareВидеоPredicting Patient Readmission Risk Using Random Forest AlgorithmВидеоGradient Boosting in HealthcareВидеоGradient Boosting Example in HealthcareВидеоNeural Networks in HealthcareВидеоNeural Network Example in Healthcare: Diagnosing Diseases Using Medical ImagingВидеоModule 4 Background MaterialsЧтениеModule 4 QuizЗадание