This course is designed for healthcare professionals, AI developers, and anyone eager to harness the power of GenAI to advance diagnostic capabilities. Through hands-on, practical applications, you’ll learn how to integrate GenAI tools effectively into diagnostic workflows, covering techniques like prompt engineering, model fine-tuning, agents creation and the integration of multimodal data for more comprehensive patient insights. Without the need to build new models, you’ll learn to apply existing GenAI tools to enhance diagnostic accuracy in real-world healthcare settings.
Improving Diagnostic Accuracy with GenAI
Improving Diagnostic Accuracy with GenAI
This course is part of Generative AI-Powered Solutions for Modern Healthcare Specialization
Instructors: Alfonso Rodríguez Cotes
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Beginner level
Recommended experience
4 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Apply GenAI techniques, including prompt engineering and fine-tuning to improve diagnostic accuracy across various healthcare scenarios.
Implement existing GenAI models and agents effectively for specific diagnostic applications, enhancing precision in clinical decision-making.
Integrate specialized GenAI models and agents within broader diagnostic workflows to optimize responsiveness and accuracy in healthcare settings.
Assess ethical considerations and biases in GenAI applications to ensure fair and accurate diagnostic outcomes across diverse patient populations.
Skills you'll gain
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Shareable certificate
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Assessments
3 assignments
Taught in English
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This course is part of the Generative AI-Powered Solutions for Modern Healthcare Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
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There is 1 module in this course
In this course, you’ll explore how to harness generative AI to advance diagnostic capabilities in healthcare. Through hands-on applications, you’ll learn to integrate GenAI tools into diagnostic workflows, utilizing techniques like prompt engineering, model fine-tuning, agent creation, and multimodal data integration for comprehensive patient insights. Focusing on the practical use of existing tools, you’ll develop skills to enhance diagnostic accuracy and improve outcomes in real-world healthcare settings.
What's included
12 videos4 readings3 assignments2 peer reviews3 plugins
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