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Title:

Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: evaluation in Alzheimer's disease

Document type:
Zeitschriftenaufsatz
Author(s):
Dyrba, Martin ; Hanzig, Moritz ; Altenstein, Slawek ; Bader, Sebastian ; Ballarini, Tommaso ; Brosseron, Frederic ; Buerger, Katharina ; Cantré, Daniel ; Dechent, Peter ; Dobisch, Laura ; Düzel, Emrah ; Ewers, Michael ; Fliessbach, Klaus ; Glanz, Wenzel ; Haynes, John-Dylan ; Heneka, Michael T. ; Janowitz, Daniel ; Keles, Deniz B. ; Kilimann, Ingo ; Laske, Christoph ; Maier, Franziska ; Metzger, Coraline D. ; Munk, Matthias H. ; Perneczky, Robert ; Peters, Oliver ; Preis...     »
Keywords:
Research ; Artificial Intelligence in Dementia Research ; Alzheimer's disease ; Deep learning ; Convolutional neural network ; MRI ; Layer-wise relevance propagation
Journal title:
Alzheimer's Research & Therapy
Year:
2021
Journal volume:
13
Journal issue:
1
Fulltext / DOI:
doi:10.1186/s13195-021-00924-2
Publisher:
BioMed Central
E-ISSN:
1758-9193
Date of publication:
23.11.2021
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