Tinauer, C; Pirpamer, L; Masana, M; Heber, S; Damulina, A; Sackl, M; Soellradl, M; Schmidt, R; Ropele, S; Langkammer, C
Explainable MRI: Revealing the mechanisms underlying deep learning brain disease classification
Proceedings of the Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting https://index.mirasmart.com/ISMRM2022. 2022; -Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting; MAY 7-12, 2022; London, UK.
[Oral Communication]
Tinauer, C; Heber, S; Pirpamer, L; Damulina, A; Schmidt, R; Ropele, S; Langkammer, C
Increasing Feature Sparsity in Alzheimer's Disease Classification with Relevance-Guided Deep Learning
Proceedings of the 2021 ISMRM & SMRT Annual Meeting & Exhibition. 2021; -2021 ISMRM & SMRT Annual Meeting & Exhibition; MAY 15-20, 2021; Concord, CA, USA.
[Poster]
Tinauer, C; Heber, S; Pirpamer, L; Damulina, A; Soellradl, M; Sackl, M; Hofer, E; Koini, M; Schmidt, R; Stollberger, R; Ropele, S; Langkammer, C
Relevance-guided Deep Learning for Feature Identification in R2* Maps in Alzheimer's Disease Classification
Proceedings Annual Meeting of the Austrian Society for Biomedical Engineering 2021. 2021; 59-62.-Annual Meeting of the Austrian Society for Biomedical Engineering 2021; SEPT 30 - OCT 01, 2021; Graz, AUSTRIA. (ISBN: 978-3-85125-826-4 )
[Oral Communication]
FullText
Tinauer, C; Heber, S; Pirpamer, L; Damulina, A; Sackl, M; Hofer, E; Koini, M; Schmidt, R; Ropele, S; Langkammer, C
Relevance-guided Feature Extraction for Alzheimer's Disease Classification
Proceedings of the ISMRM 27th Annual Meeting & Exhibition. 2019; (4813):-ISMRM 27th Annual Meeting & Exhibition; MAY 11-16, 2019; Montréal, CANADA.
[Poster]