AI and Medical Imaging

Videos
Exploring AI@UW
UW-Madison
Healthcare
Medical imaging
Image classification
Computer vision
Deep learning
Presenter

Laurel Belman, Todd Shechter, Alan McMillan

Date

August 11, 2023

About this resource

Dr. Alan McMillan discusses the growing role of AI and machine learning in healthcare, particularly in radiology and medical imaging. He outlines how AI is being applied in tasks such as classification, regression, and segmentation, helping to enhance efficiency, diagnostic accuracy, and clinical decision-making. However, he also emphasizes current challenges, including ensuring HIPAA compliance, managing legal liability, and addressing algorithmic bias and poor robustness. The conversation also explores technical considerations like research reporting guidelines and interpretability of deep neural networks, as well as current radiology research on campus at UW-Madison utilizing AI. .

A netID is required to view ML4MI videos: View 2023-08-11 recording.

See also