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Deep learning–based 4D‐synthetic CTs from sparse‐view CBCTs for dose calculations in adaptive proton therapy

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Published in 2022 at "Medical Physics"

DOI: 10.1002/mp.15930

Abstract: Abstract Background Time‐resolved 4D cone beam–computed tomography (4D‐CBCT) allows a daily assessment of patient anatomy and respiratory motion. However, 4D‐CBCTs suffer from imaging artifacts that affect the CT number accuracy and prevent accurate proton dose… read more here.

Keywords: accuracy; sparse view; deep learning; dose calculations ... See more keywords