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Apprenez de nouveaux concepts auprès d'experts du secteur
Acquérez une compréhension de base d'un sujet ou d'un outil
Développez des compétences professionnelles avec des projets pratiques
Obtenez un certificat professionnel partageable
Il y a 2 modules dans ce cours
This course is designed for intermediate to advanced students in health informatics who are eager to apply their theoretical knowledge in practical settings. Participants will learn to design and implement real-world projects in both Clinical Health and Public Health environments. The course covers the selection and execution of projects, focusing on innovations that enhance patient and provider experiences through Electronic Health Record (EHR) systems and FHIR servers.
Students will gain hands-on experience in integrating with EHR systems, simulating patient journeys, and analyzing population-level trends using large-scale data frameworks. By the end of the course, participants will be equipped with the skills necessary to tackle complex health informatics challenges and contribute to meaningful improvements in healthcare delivery.
This module introduces the theoretical foundation for responsible AI innovation through “Contextual Intelligence,” highlighting how real-world context shapes safe algorithm use. Learners will analyze the AI Hype Cycle and apply tools like NABC and SWOT to design and evaluate healthcare innovations.
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21 vidéos4 lectures3 devoirs1 sujet de discussion
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21 vidéos•Total 52 minutes
About the Specialization•2 minutes
Welcome & Course Overview•2 minutes
Instructor Introduction•5 minutes
C4M1L1.1 Lesson Overview and Why AI Needs the Right Question•3 minutes
C4M1L1.2 Why Context matters in AI•3 minutes
C4M1L1.3 What Is the AI Hype Cycle•3 minutes
C4M1L1.4 Stage 1: Technology Trigger•2 minutes
C4M1L1.5 Stage 2: Peak of Inflated Expectation•2 minutes
C4M1L1.6 Stage 3: Trough of Disillusionment•2 minutes
C4M1L1.7 Stage 4: Slope of Enlightenment•2 minutes
C4M1L1.8 Stage 5: Plateau of Productivity•2 minutes
C4M1L1.9 Why we Must Understand the Curve•3 minutes
C4M1L2.1 Lesson Overview and Value Proposition•2 minutes
C4M1L2.2 Why Value Proposition Matters•2 minutes
C4M1L2.3 The NABC: From Idea to Impact•2 minutes
C4M1L2.4 SWOT Analysis: Strategic assessment of the product•3 minutes
C4M1L2.5 Why SWOT Matters in Healthcare Innovation•3 minutes
C4M1L2.6 Case Study: HealthPredictorAI Part 1•3 minutes
C4M1L2.7 Case Study: HealthPredictorAI Part 2•3 minutes
C4M1L2.8 From Analysis to Action•2 minutes
C4M1L2.9 SWOT Thinking Across Healthcare Domains•3 minutes
Mod 1 Lesson 1 Check Your Knowledge Quiz•30 minutes
Mod 1 Lesson 2 Check Your Knowledge Quiz•30 minutes
1 sujet de discussion•Total 10 minutes
Meet & Greet the Class•10 minutes
Healthcare AI Innovation Project
Module 2•6 heures à terminer
Détails du module
This Capstone Project moves learners from theory to practice by deploying lightweight local LLMs using LMStudio and evaluating their safety against RxNorm drug fact sheets. Learners will score model accuracy and reliability, then use the results to develop a strategic innovation plan using NABC and SWOT frameworks.
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2 lectures3 devoirs
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Illinois Tech is a top-tier, nationally ranked, private research university with programs in engineering, computer science, architecture, design, science, business, human sciences, and law. The university offers bachelor of science, master of science, professional master’s, and Ph.D. degrees—as well as certificates for in-demand STEM fields and other areas of innovation. Talented students from around the world choose to study at Illinois Tech because of the access to real-world opportunities, renowned academic programs, high value, and career prospects of graduates.
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