From Code to Clinic

AI algorithms are becoming indispensable in healthcare. They are on the verge of transitioning from unimodal, single-task applications to versatile, multimodal, general-purpose tools. Developing and deploying such advanced AI companions requires a multidisciplinary approach and a suitable ecosystem. This talk will explore the construction of these systems, covering applications ranging from medical image processing to the use of clinical language foundation models. The importance of interdisciplinary collaboration and real-world implementations will be highlighted with practical examples.