Author(s): Aktar M; Xiao Y; Tehrani AKZ; Tampieri D; Rivaz H; Kersten-Oertel M;
This study conducts collateral evaluation from ischemic damage using a deep learning-based Siamese network, addressing the challenges associated with a small and imbalanced dataset. The collateral network provides an alternative oxygen and nutrient supply p ...
Article GUID: 38364600
Author(s): Aktar M; Reyes J; Tampieri D; Rivaz H; Xiao Y; Kersten-Oertel M;
Purpose: Collateral evaluation is typically done using visual inspection of cerebral images and thus suffers from intra- and inter-rater variability. Large open databases of ischemic stroke patients are rare, limiting the use of deep learni ...
Article GUID: 36635594
Author(s): Aktar M, Tampieri D, Rivaz H, Kersten-Oertel M, Xiao Y
Automatic collateral circulation scoring in ischemic stroke using 4D CT angiography with low-rank and sparse matrix decomposition.
Int J Comput Assist Radiol Surg. 2020 Jul 14;:
Authors: Aktar M, Tampieri D, Rivaz H, Kersten-Oertel M, Xi ...
Article GUID: 32662055
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