Title
Visual interpretation of CNN decision-making process using Simulated Brain MRI
Abstract
Convolutional neural networks (CNNs) are being extensively used to analyze medical images given the remarkable performances achieved so far. Due to the non-transparent decision-making process, CNNs are thought to be black boxes, so hindering their applicability. We submit a novel visualization technique to shed light on CNNs decisions in a classification task. Brain magnetic resonance images are f...
Year
DOI
Venue
2021
10.1109/CBMS52027.2021.00102
2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS)
Keywords
DocType
ISBN
Visualization,Three-dimensional displays,Magnetic resonance imaging,Decision making,Data visualization,Magnetic resonance,Brain modeling
Conference
978-1-6654-4121-6
Citations 
PageRank 
References 
0
0.34
0
Authors
6