TY  -  
T1  - 3D convolutional neural networks applied to CT angiography in the detection of acute ischemic stroke 
SN  -  /  
UR  - http://hdl.handle.net/10138/299137 
T3  -  
A1  - Öman, Olli; Mäkelä, Teemu; Salli, Eero; Savolainen, Sauli; Kangasniemi, Marko 
A2  -  
PB  - Springer International Publishing 
Y1  - 2019 
LA  -  
AB  - Abstract
              
                Background
                The aim of this study was to investigate the feasibility of ischemic stroke detection from computed tomography angiography source images (CTA-SI) using three-dimensional convolutional neural networks.
              
              
                Methods
                CTA-SI of 60 patients with a suspected acute ischemic stroke of the middle cerebral artery were randomly selected for this study; 30 patients were used in the neu... 
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IS  -  
SP  -  
OP  -  
KW  - Computed tomography angiography; Convolutional neuralnetwork; Machine learning; Neural networks (computer); Stroke 
N1  -   
PP  -  
ER  -