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Classification Models
Interpreting AI Predictions with Confidence One of the most valuable functions of AI in medicine is its ability to predict whether a patient has a specific condition. However, not all predictions are created equal, and it’s essential to understand how to evaluate the performance of these classification models. By mastering a few key metrics, you...
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SBAR Communication
What is SBAR? In the fast-paced environment of healthcare, clear communication can be the difference between a smooth process and a critical error. Providing too much extraneous detail can obscure the main point, while providing too little can leave out vital context. To solve this, effective teams use a shared framework for communication—a mutually agreed-upon...
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Project Charters
What is a Project Charter? Every successful quality improvement project needs a clear plan, but it’s easy for teams to get lost in undefined goals, leading to confusion and wasted effort. The project charter is the foundational document that prevents this. It serves as a formal agreement that defines the “why,” “what,” and “who” of...
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Getting Started with Power BI
Power BI transforms clinical data into interactive dashboards, enabling you to explore trends, filter information, and make data-driven decisions to improve patient care.
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SMART Goals
The SMART framework transforms vague intentions into specific, measurable, and actionable goals that provide clear direction for any quality improvement project.
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The Quality Improvement Promotion Journey
The Quality Portfolio provides a structured way to showcase your quality improvement and patient safety work, ensuring these essential contributions are fully recognized and advancing your academic promotion journey.
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Understanding Quality Scorecards
What are Quality Scorecards? In healthcare, how do we know if a change is truly an improvement? Quality scorecards are data tools that help answer this question. Used by hospitals nationwide, scorecards from vendors like Vizient, Leapfrog, and CMS track performance across critical areas of care, including mortality rates, patient safety incidents, readmissions, and efficiency....
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Getting Started with Quality Improvement
This page provides a practical roadmap for navigating the quality improvement project lifecycle, from identifying a problem, executing a plan, and ensuring your success is sustained long-term.
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Process Mapping
Process mapping creates a clear visual blueprint of any clinical workflow, enabling you to identify bottlenecks, clarify roles, and systematically improve patient care.