Mr. Balaji Shesharao Ingole

Predictive Analytics in Healthcare

Abstract:

Predictive analytics is transforming the healthcare landscape by empowering providers to anticipate, prevent, and manage health challenges with unprecedented accuracy. This keynote explores how AI-driven predictive models are being deployed to identify at-risk patients, prevent hospital readmissions, and optimize treatment pathways. From detecting early warning signs of chronic diseases to predicting epidemic outbreaks, predictive analytics is revolutionizing clinical decision-making and population health management. The session will delve into real-world case studies showcasing successful implementations of predictive analytics in healthcare, the role of machine learning and big data, and the tangible outcomes for both patients and providers. Attendees will gain insights into the challenges of integrating predictive analytics into existing workflows, ensuring data privacy, and addressing ethical considerations.