Automatic delineation of cardiac substructures using a region‐based fully convolutional network
Medical Physics2021Vol. 48(6), pp. 2867–2876
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Joseph Harms, Yang Lei, Sibo Tian, Neal S. McCall, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu, Xiaofeng Yang
Abstract
A deep learning network was trained for automatic delineation of cardiac substructures based on CT alone. The proposed method can be used as a tool to investigate the relationship between cardiac substructure dose and treatment toxicities.