About the authors

Michelle Hershman, MD

Dr. Hershman is a cardiothoracic radiologist at the University of Pennsylvania Perelman School of Medicine.

Bardia Yousefi, PhD

Dr. Yousefi is with the Department of Radiology at the University of Pennsylvania Perelman School of Medicine.

Leonid Roshkovan, MD

Dr. Roshkovan is with the Department of Radiology at the University of Pennsylvania Perelman School of Medicine.

Sharyn Katz, MD, MTR

Dr. Katz is a thoracic radiologist, and associate professor and director of research in the Division of Thoracic Radiology, at the University of Pennsylvania Perelman School of Medicine.

Related Articles