HCIP 6275: AI in Healthcare

University of North Carolina, Charlotte

Artificial Intelligence (AI) has played an important role in improving the quality and efficiency of healthcare. Especially in recent years, with the dramatic increase of the volume and richness of healthcare data and the advent of machine learning and deep learning methods, numerous AI models and applications have been reported to achieve near expert performance or even surpass expert performance in some scenarios. However, successful deployment of AI applications in real-world clinical practice is still rare, broad acceptance of these new technologies is even more challenging. In this course, we will first quickly review major AI models and methods that have been developed in the healthcare domain and then spend most of our time examining the many critical aspects of investigations that are necessary to translate AI models and methods that have been successfully tested in the laboratory settings into real world healthcare settings.�