03/09/2024
In Case You Missed It: Our Generative AI Journey
Over the past few weeks, we took a deep dive into the exciting world of Generative AI and its transformative potential for healthcare. Here’s a quick recap of what we covered:
Post 1: Overview of GenAI Journey
We started with an overview of our approach to implementing Generative AI at Stella. We explored the foundational aspects unique to app development, setting the stage for the journey ahead.
Post 2: AI for Better Clinician Experience
Next, we discussed how GenAI enhances the clinician experience. From streamlining workflows and personalizing insights to predictive analytics and enhancing communication, we showcased how AI empowers clinicians to focus on what truly matters—patient care.
Post 3: Understanding the Problem
We then delved into understanding the problem. This post covered how we built a robust data foundation for testing GenAI, overcoming challenges with real-world data access through creative solutions and simulated data.
Post 4: Assessing Data Requirements
In this post, we outlined the crucial data requirements for a successful GenAI application. We discussed the importance of data volume, variety, and velocity, as well as the ethical considerations for data privacy and patient confidentiality.
Post 5: Evaluating Model Performance
We explored the rigorous process of evaluating multiple AI models to find the best fit. By testing models on various metrics such as accuracy, precision, and recall, we identified the champion model that excelled in multiple domains.
Post 6: Final Selection and Iteration
Finally, we unveiled our champion model and discussed its real-world validation. We highlighted the importance of continuous improvement and user feedback, and introduced exciting new functionalities on the horizon.
Join the Conversation!
Thoughts or feedback on our Generative AI journey? Comment below and let us know! If you’re interested in learning more about how Stella’s GenAI-powered EMR can streamline your practice and empower you to deliver exceptional care, contact us at engage@stellatechnology.com
Stay tuned for more exciting updates and innovation !
