Improving Diagnostic Accuracy with GenAI
This course is designed for healthcare professionals, AI developers, and anyone eager to harness the power of GenAI to advance diagnostic capabilities.
Overview
This course includes:
- 1 hour and 15 minutes of on-demand video
- Certificate of completion
- Direct access/chat with the instructor
- 100% self-paced online
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.
Whether you're in the healthcare field or passionate about the future of medicine, this course will equip you to leverage the latest GenAI technologies to make a direct impact in diagnostics. From using AI to interpret medical images with unprecedented accuracy to supporting clinicians in identifying rare and complex conditions, you’ll gain practical skills to bring responsible, effective GenAI-driven diagnostic solutions to your organization.
No prior experience with AI is necessary—just an interest in innovation and a drive to improve diagnostic outcomes through the power of GenAI.
By the end of this course, learners will be equipped with knowledge and tools to integrate generative AI to improve diagnostics accuracy. They will be able to apply GenAI models and techniques, to improve diagnostic accuracy across various healthcare scenarios. Also, learners will be able to assess ethical considerations and biases in GenAI applications to ensure fair and accurate diagnostic outcomes across diverse patient populations.
Skills You Will Gain
Learning Outcomes (At The End Of This Program, You Will Be Able To...)
- 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.
Prerequisites
Familiarity with healthcare and diagnostics is desired and Basic understanding of AI concepts. While no prior experience with artificial intelligence is required, a basic understanding of technology and healthcare is recommended. Familiarity with general healthcare workflows, patient care, or clinical data concepts will be helpful but is not essential.
Who Should Attend
This course is designed to be accessible to a broad audience, including healthcare professionals, researchers and developers interested in applying GenAI in diagnostics, as long as they are willing to engage with the practical and technical aspects of this technology in clinical settings.
