Artificial intelligence (AI) tools continue to revolutionize the healthcare industry, with a focus on improving patient outcomes and streamlining clinical workflows. At UVA Health, the Real-Time Analytics Monitoring Platform (RAMP) is leading the way in delivering actionable and explainable machine learning solutions to healthcare professionals.
Valentina Baljak, a senior data scientist at UVA Health, holds a doctorate in information science and technology with a specialization in applied machine learning. Baljak and her colleagues will be presenting a session at HIMSS25 in Las Vegas titled “Real-Time Analytics Monitoring Platform: Usable AI in Action.” Their session will delve into the importance of real-time predictive systems in clinical decision-making support tools.
The primary theme of Baljak’s session revolves around the relevance of AI in healthcare today, particularly in the context of real-time predictive systems. By leveraging AI models to analyze complex patient data in real-time, healthcare professionals can receive actionable insights and immediate alerts if a patient requires urgent attention.
One key aspect of RAMP is its ability to integrate seamlessly with electronic health records (EHR) and other data sources, providing care teams with real-time updates and alerts. The technologies used in RAMP are open source, with Python serving as the foundation for machine learning development, data processing, and backend connectivity.
Attendees at Baljak’s session can expect to gain valuable insights into the importance of transparency, accountability, and explainability in AI models, especially in the medical setting where real-time predictions can have a significant impact on patient outcomes. Baljak emphasizes the need for collaboration and trust-building with clinicians to ensure the successful implementation of AI tools in healthcare.
In conclusion, AI is a fundamental component of modern healthcare, and selecting the right approach is essential for achieving positive outcomes. Baljak’s session at HIMSS25 promises to provide attendees with practical takeaways on how to implement AI solutions effectively in their own healthcare environments.
If you’re interested in learning more about how AI is transforming healthcare, be sure to attend Valentina Baljak’s session at HIMSS25 in Las Vegas on Tuesday, March 4th at 12:45 p.m. You won’t want to miss this opportunity to gain valuable insights into the world of AI in healthcare.
