Wojciech Samek - Search Results

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Results by year

Year	Number of Results
2012	3
2013	4
2014	2
2015	2
2016	3
2017	6
2018	2
2019	7
2020	8
2021	5
2022	5
2023	4
2024	2

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Discovering Subgroups of Children With High Mortality in Urban Guinea-Bissau: Exploratory and Validation Cohort Study.

Rieckmann A, Nielsen S, Dworzynski P, Amini H, Mogensen SW, Silva IB, Chang AY, Arah OA, Samek W, Rod NH, Ekstrøm CT, Benn CS, Aaby P, Fisker AB. Rieckmann A, et al. Among authors: samek w. JMIR Public Health Surveill. 2024 Apr 9;10:e48060. doi: 10.2196/48060. JMIR Public Health Surveill. 2024. PMID: 38592761 Free PMC article.

Explainable sequence-to-sequence GRU neural network for pollution forecasting.

Mirzavand Borujeni S, Arras L, Srinivasan V, Samek W. Mirzavand Borujeni S, et al. Among authors: samek w. Sci Rep. 2023 Jun 19;13(1):9940. doi: 10.1038/s41598-023-35963-2. Sci Rep. 2023. PMID: 37336995 Free PMC article.

Imaging bridges pathology and radiology.

Martin-Leo H, Frederick K, Wojciech S, Klaus-Robert M, Emmanuel D, Sonja S, Sylvia H, Ina K, Jörg A, Liron P, Hendrik S, Patrick W. Martin-Leo H, et al. Among authors: wojciech s. J Pathol Inform. 2023 Jan 31;14:100298. doi: 10.1016/j.jpi.2023.100298. eCollection 2023. J Pathol Inform. 2023. PMID: 36851923 Free PMC article. Review.

New definitions of human lymphoid and follicular cell entities in lymphatic tissue by machine learning.

Wagner P, Strodthoff N, Wurzel P, Marban A, Scharf S, Schäfer H, Seegerer P, Loth A, Hartmann S, Klauschen F, Müller KR, Samek W, Hansmann ML. Wagner P, et al. Among authors: samek w. Sci Rep. 2022 Nov 8;12(1):18991. doi: 10.1038/s41598-022-18097-9. Sci Rep. 2022. PMID: 36347879 Free PMC article.

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: samek w. PLoS One. 2022 Oct 18;17(10):e0274291. doi: 10.1371/journal.pone.0274291. eCollection 2022. PLoS One. 2022. PMID: 36256665 Free PMC article.

Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain.

Hofmann SM, Beyer F, Lapuschkin S, Goltermann O, Loeffler M, Müller KR, Villringer A, Samek W, Witte AV. Hofmann SM, et al. Among authors: samek w. Neuroimage. 2022 Nov 1;261:119504. doi: 10.1016/j.neuroimage.2022.119504. Epub 2022 Jul 23. Neuroimage. 2022. PMID: 35882272 Free article.

Active multitask learning with uncertainty-weighted loss for coronary calcium scoring.

Föllmer B, Biavati F, Wald C, Stober S, Ma J, Dewey M, Samek W. Föllmer B, et al. Among authors: samek w. Med Phys. 2022 Nov;49(11):7262-7277. doi: 10.1002/mp.15870. Epub 2022 Aug 11. Med Phys. 2022. PMID: 35861655

From Clustering to Cluster Explanations via Neural Networks.

Kauffmann J, Esders M, Ruff L, Montavon G, Samek W, Muller KR. Kauffmann J, et al. Among authors: samek w. IEEE Trans Neural Netw Learn Syst. 2024 Feb;35(2):1926-1940. doi: 10.1109/TNNLS.2022.3185901. Epub 2024 Feb 5. IEEE Trans Neural Netw Learn Syst. 2024. PMID: 35797317

Causes of Outcome Learning: a causal inference-inspired machine learning approach to disentangling common combinations of potential causes of a health outcome.

Rieckmann A, Dworzynski P, Arras L, Lapuschkin S, Samek W, Arah OA, Rod NH, Ekstrøm CT. Rieckmann A, et al. Among authors: samek w. Int J Epidemiol. 2022 Oct 13;51(5):1622-1636. doi: 10.1093/ije/dyac078. Int J Epidemiol. 2022. PMID: 35526156 Free PMC article.

Langevin Cooling for Unsupervised Domain Translation.

Srinivasan V, Muller KR, Samek W, Nakajima S. Srinivasan V, et al. Among authors: samek w. IEEE Trans Neural Netw Learn Syst. 2023 Oct;34(10):7675-7688. doi: 10.1109/TNNLS.2022.3145812. Epub 2023 Oct 5. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 35133968

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