Binder A - Search Results

1

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation.

Bach S, Binder A, Montavon G, Klauschen F, Müller KR, Samek W. Bach S, et al. Among authors: binder a. PLoS One. 2015 Jul 10;10(7):e0130140. doi: 10.1371/journal.pone.0130140. eCollection 2015. PLoS One. 2015. PMID: 26161953 Free PMC article.

2

Insights from classifying visual concepts with multiple kernel learning.

Binder A, Nakajima S, Kloft M, Müller C, Samek W, Brefeld U, Müller KR, Kawanabe M. Binder A, et al. PLoS One. 2012;7(8):e38897. doi: 10.1371/journal.pone.0038897. Epub 2012 Aug 24. PLoS One. 2012. PMID: 22936970 Free PMC article.

3

Evaluating the Visualization of What a Deep Neural Network Has Learned.

Samek W, Binder A, Montavon G, Lapuschkin S, Muller KR. Samek W, et al. Among authors: binder a. IEEE Trans Neural Netw Learn Syst. 2017 Nov;28(11):2660-2673. doi: 10.1109/TNNLS.2016.2599820. IEEE Trans Neural Netw Learn Syst. 2017. PMID: 27576267

4

Unmasking Clever Hans predictors and assessing what machines really learn.

Lapuschkin S, Wäldchen S, Binder A, Montavon G, Samek W, Müller KR. Lapuschkin S, et al. Among authors: binder a. Nat Commun. 2019 Mar 11;10(1):1096. doi: 10.1038/s41467-019-08987-4. Nat Commun. 2019. PMID: 30858366 Free PMC article.

5

Resolving challenges in deep learning-based analyses of histopathological images using explanation methods.

Hägele M, Seegerer P, Lapuschkin S, Bockmayr M, Samek W, Klauschen F, Müller KR, Binder A. Hägele M, et al. Among authors: binder a. Sci Rep. 2020 Apr 14;10(1):6423. doi: 10.1038/s41598-020-62724-2. Sci Rep. 2020. PMID: 32286358 Free PMC article.

6

To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy.

Srinivasan V, Strodthoff N, Ma J, Binder A, Müller KR, Samek W. Srinivasan V, et al. Among authors: binder a. PLoS One. 2022 Oct 18;17(10):e0274291. doi: 10.1371/journal.pone.0274291. eCollection 2022. PLoS One. 2022. PMID: 36256665 Free PMC article.

7

Multiple kernel learning for brain-computer interfacing.

Samek W, Binder A, Muller KR. Samek W, et al. Among authors: binder a. Annu Int Conf IEEE Eng Med Biol Soc. 2013;2013:7048-51. doi: 10.1109/EMBC.2013.6611181. Annu Int Conf IEEE Eng Med Biol Soc. 2013. PMID: 24111368

8

Extracting latent brain states--Towards true labels in cognitive neuroscience experiments.

Porbadnigk AK, Görnitz N, Sannelli C, Binder A, Braun M, Kloft M, Müller KR. Porbadnigk AK, et al. Among authors: binder a. Neuroimage. 2015 Oct 15;120:225-53. doi: 10.1016/j.neuroimage.2015.05.078. Epub 2015 Jun 9. Neuroimage. 2015. PMID: 26067346

9

Identification of regulatory variants associated with genetic susceptibility to meningococcal disease.

Borghini L, Png E, Binder A, Wright VJ, Pinnock E, de Groot R, Hazelzet J, Emonts M, Van der Flier M, Schlapbach LJ, Anderson S, Secka F, Salas A, Fink C, Carrol ED, Pollard AJ, Coin LJ, Kuijpers TW, Martinon-Torres F, Zenz W, Levin M, Hibberd ML, Davila S; EUCLIDS consortium. Borghini L, et al. Among authors: binder a. Sci Rep. 2019 May 6;9(1):6966. doi: 10.1038/s41598-019-43292-6. Sci Rep. 2019. PMID: 31061469 Free PMC article.

10

Plasma lipid profiles discriminate bacterial from viral infection in febrile children.

Wang X, Nijman R, Camuzeaux S, Sands C, Jackson H, Kaforou M, Emonts M, Herberg JA, Maconochie I, Carrol ED, Paulus SC, Zenz W, Van der Flier M, de Groot R, Martinon-Torres F, Schlapbach LJ, Pollard AJ, Fink C, Kuijpers TT, Anderson S, Lewis MR, Levin M, McClure M; EUCLIDS consortium. Wang X, et al. Sci Rep. 2019 Nov 27;9(1):17714. doi: 10.1038/s41598-019-53721-1. Sci Rep. 2019. PMID: 31776453 Free PMC article.

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