A modified generative adversarial networks method for assisting the diagnosis of deep venous thrombosis complications in stroke patients

Abstract Discriminate deep vein thrombosis, one of the complications in early stroke patients, in order to assist in diagnosis. We have constructed a new method called ACWGAN by combining ACGAN and WGAN methods for data augmentation to to enhance the data of stroke early rehabilitation patients admi...

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Bibliographic Details
Main Authors: Ying Wang, Kaipeng Wang, Jinjun Hou, Ziqi Ye, Changsheng Lin, Xueping Li
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-04880-x
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