9 citations · 30 across the 7 of their papers we have counts for
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physics.med-ph2021★ 7 cited
Deep learning based CT-to-CBCT deformable image registration for autosegmentation in head and neck adaptive radiation therapy
Xiao Liang, Howard Morgan, Dan Nguyen +1
The purpose of this study is to develop a deep learning based method that can automatically generate segmentations on cone-beam CT (CBCT) for head and neck online adaptive radiatio…
physics.med-ph2020★ 9 cited
Generalizability issues with deep learning models in medicine and their potential solutions: illustrated with Cone-Beam Computed Tomography (CBCT) to Computed Tomography (CT) image conversion
Xiao Liang, Dan Nguyen, Steve Jiang
Generalizability is a concern when applying a deep learning (DL) model trained on one dataset to other datasets. Training a universal model that works anywhere, anytime, for anybod…