Machine Learning in Radiology: Algorithm Development and Clinical Applications
Deep learning has shown to be very well suited to solve many outstanding problems in medical imaging. Unique challenges of medical imaging also present an opportunity for development of new deep learning algorithms. Dr. Mazurowski’s laboratory focuses on development and application of machine learning methods in medical imaging with a strong focus on ensuring that the developed algorithms will have an impact on clinical care. In this presentation, Dr. Mazurowski will discuss some ongoing projects, both focused on development of new algorithms and on their clinical applications.
Maciej Mazurowski is an Associate Professor of Radiology, Electrical & Computer Engineering, and Biostatistics & Bioinformatics at Duke University. He is also the Scientific Director of the Duke Center for Artificial Intelligence in Radiology. His work focuses on development of machine learning algorithms and their applications in medical imaging. He has published more than 120 papers in scientific journals and conferences and had lead projects funded by the NIH, DOD, RSNA, and industry.