Retrospective quantification of clinical abdominal DCE-MRI using pharmacokinetics-informed deep learning: a proof-of-concept study.

Chaowei Wu,Nan Wang,Srinivas Gaddam,Lixia Wang,Hui Han,Kyunghyun Sung,Anthony G Christodoulou,Yibin Xie,Stephen Pandol,Debiao Li

Frontiers in radiology（2023）

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摘要

Retrospective quantification (RoQ) of clinical multi-phasic DCE-MRI is possible by deep learning. This technique has the potential to derive quantitative pharmacokinetic parameters from clinical multi-phasic DCE data for a more objective and precise assessment of cancer.

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关键词

deep learning,dce-mri,pharmacokinetics-informed,proof-of-concept

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