Machine Learning for Clinical Management: From the Lab to the Hospital

Explore a 51-minute applied data science talk on machine learning applications in clinical management, presented by Ricard Gavaldà at KDD2024. Delve into the journey of translating machine learning techniques from research laboratories to practical implementation in hospital settings. Gain insights from Gavaldà's extensive experience in both theoretical and applied aspects of machine learning, with a focus on healthcare systems. Learn about the challenges and opportunities in using advanced analytics to improve efficiency, fairness, and safety in clinical decision-making. Discover how Amalfi Analytics, co-founded by Gavaldà, is revolutionizing clinical management through data-driven approaches. Understand the potential of machine learning in analyzing trade-offs between resources, risks, and clinical outcomes for patients, staff, and healthcare organizations.