An automated deep learning pipeline for EMVI classification and response prediction of rectal cancer using baseline MRI: a multi-centre study

An automated deep learning pipeline for EMVI classification and response prediction of rectal cancer using baseline MRI: a multi-centre study

ABSTRACT The classification of extramural vascular invasion status using baseline magnetic resonance imaging in rectal cancer has gained significant attention as it is an important prognostic marker. Also, the accurate prediction of patients achieving complete response with primary staging MRI assis...

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Main Authors: Lishan Cai, Doenja M. J. Lambregts, Geerard L. Beets, Monique Maas, Eduardo H. P. Pooch, Corentin Guérendel, Regina G. H. Beets-Tan, Sean Benson
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:npj Precision Oncology
Online Access:https://doi.org/10.1038/s41698-024-00516-x
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