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

Dyrba, Martin; Hanzig, Moritz; Altenstein, Slawek; Bader, Sebastian; Ballarini, Tommaso; Brosseron, Frederic; Buerger, Katharina; Cantre, Daniel; Dechent, Peter; Dobisch, Laura; Duezel, 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, Lukas; Priller, Josef; Rauchmann, Boris; Roy, Nina; Scheffler, Klaus; Schneider, Anja; Schott, Bjoern H.; Spottke, Annika; Spruth, Eike J.; Weber, Marc-Andre; Ertl-Wagner, Birgit; Wagner, Michael; Wiltfang, Jens; Jessen, Frank; Teipel, Stefan J.

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

Author:

Dyrba, Martin; Hanzig, Moritz; Altenstein, Slawek; Bader, Sebastian; Ballarini, Tommaso; Brosseron, Frederic; Buerger, Katharina; Cantre, Daniel; Dechent, Peter; Dobisch, Laura; Duezel, 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, Lukas; Priller, Josef; Rauchmann, Boris; Roy, Nina; Scheffler, Klaus; Schneider, Anja; Schott, Bjoern H.; Spottke, Annika; Spruth, Eike J.; Weber, Marc-Andre; Ertl-Wagner, Birgit; Wagner, Michael; Wiltfang, Jens; Jessen, Frank; Teipel, Stefan J.

Tübinger Autor(en):

Laske, Christoph
Scheffler, Klaus
Munk, Matthias Hans Joachim

Published in:

Alzheimers Research & Therapy (2021), Bd. 13 (1), Article 191

Verlagsangabe:

London

Language:

English

Full text:

http://dx.doi.org/10.1186/s13195-021-00924-2

ISSN:

1758-9193