AI Seminar: Developing and deploying time series models in healthcare

Graphic with speaker Anna Goldenberg

Join us for a talk by Anna Goldenberg, professor in the departments of Computer Science and the Laboratory Medicine and Pathobiology at the University of TorontoEverybody is welcome to attend.

Title

Developing and deploying time series models in healthcare

Abstract

There is growing support and excitement around AI integration into clinical practice. And yet, enabling AI in healthcare broadly is replete with many obstacles including fundamentally unresolved machine learning issues. In this talk I will cover several of our contributions to time series modeling including explainability, representation learning and generative modeling that we have worked on to date. I will also discuss some of the broader computer science contributions we had to make in order to get us closer to deployment.

Bio

Anna Goldenberg is professor in the departments of Computer Science and the Laboratory Medicine and Pathobiology at the University of Toronto. She is a Varma Family Chair in Biomedical Informatics and Artificial Intelligence at SickKids Research Institute as well as a CIFAR AI chair at the Vector Institute. Dr Goldenberg trained in machine learning at Carnegie Mellon University, with a postdoctoral focus in computational biology and medicine. The current focus of her lab is on developing and deploying machine learning models to healthcare. Dr Goldenberg’s lab is strongly committed to creating responsible AI to benefit patients across a variety of conditions.