Jenssen R - Search Results

1

Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration.

Yu S, Wickstrom K, Jenssen R, Principe J. Yu S, et al. Among authors: jenssen r. IEEE Trans Neural Netw Learn Syst. 2021 Jan;32(1):435-442. doi: 10.1109/TNNLS.2020.2968509. Epub 2021 Jan 4. IEEE Trans Neural Netw Learn Syst. 2021. PMID: 32071010

2

Multivariate Extension of Matrix-Based Rényi's α-Order Entropy Functional.

Yu S, Giraldo LGS, Jenssen R, Principe JC. Yu S, et al. Among authors: jenssen r. IEEE Trans Pattern Anal Mach Intell. 2020 Nov;42(11):2960-2966. doi: 10.1109/TPAMI.2019.2932976. Epub 2019 Aug 5. IEEE Trans Pattern Anal Mach Intell. 2020. PMID: 31395536

3

Uncertainty and interpretability in convolutional neural networks for semantic segmentation of colorectal polyps.

Wickstrøm K, Kampffmeyer M, Jenssen R. Wickstrøm K, et al. Among authors: jenssen r. Med Image Anal. 2020 Feb;60:101619. doi: 10.1016/j.media.2019.101619. Epub 2019 Nov 20. Med Image Anal. 2020. PMID: 31810005 Free article.

4

Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series.

Wickstrom K, Mikalsen KO, Kampffmeyer M, Revhaug A, Jenssen R. Wickstrom K, et al. Among authors: jenssen r. IEEE J Biomed Health Inform. 2021 Jul;25(7):2435-2444. doi: 10.1109/JBHI.2020.3042637. Epub 2021 Jul 27. IEEE J Biomed Health Inform. 2021. PMID: 33284756

5

Machine learning derived input-function in a dynamic ¹⁸F-FDG PET study of mice.

Kuttner S, Wickstrøm KK, Kalda G, Dorraji SE, Martin-Armas M, Oteiza A, Jenssen R, Fenton K, Sundset R, Axelsson J. Kuttner S, et al. Among authors: jenssen r. Biomed Phys Eng Express. 2020 Jan 13;6(1):015020. doi: 10.1088/2057-1976/ab6496. Biomed Phys Eng Express. 2020. PMID: 33438608

6

Cerebral blood flow measurements with ¹⁵O-water PET using a non-invasive machine-learning-derived arterial input function.

Kuttner S, Wickstrøm KK, Lubberink M, Tolf A, Burman J, Sundset R, Jenssen R, Appel L, Axelsson J. Kuttner S, et al. Among authors: jenssen r. J Cereb Blood Flow Metab. 2021 Sep;41(9):2229-2241. doi: 10.1177/0271678X21991393. Epub 2021 Feb 8. J Cereb Blood Flow Metab. 2021. PMID: 33557691 Free PMC article.

7

A clinically motivated self-supervised approach for content-based image retrieval of CT liver images.

Wickstrøm KK, Østmo EA, Radiya K, Mikalsen KØ, Kampffmeyer MC, Jenssen R. Wickstrøm KK, et al. Among authors: jenssen r. Comput Med Imaging Graph. 2023 Jul;107:102239. doi: 10.1016/j.compmedimag.2023.102239. Epub 2023 May 9. Comput Med Imaging Graph. 2023. PMID: 37207397 Free article.

8

Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy.

Wickstrøm KK, Løkse S, Kampffmeyer MC, Yu S, Príncipe JC, Jenssen R. Wickstrøm KK, et al. Among authors: jenssen r. Entropy (Basel). 2023 Jun 3;25(6):899. doi: 10.3390/e25060899. Entropy (Basel). 2023. PMID: 37372243 Free PMC article.

9

Reservoir Computing Approaches for Representation and Classification of Multivariate Time Series.

Bianchi FM, Scardapane S, Lokse S, Jenssen R. Bianchi FM, et al. Among authors: jenssen r. IEEE Trans Neural Netw Learn Syst. 2021 May;32(5):2169-2179. doi: 10.1109/TNNLS.2020.3001377. Epub 2021 May 3. IEEE Trans Neural Netw Learn Syst. 2021. PMID: 32598284

10

Optimized Kernel Entropy Components.

Izquierdo-Verdiguier E, Laparra V, Jenssen R, Gomez-Chova L, Camps-Valls G. Izquierdo-Verdiguier E, et al. Among authors: jenssen r. IEEE Trans Neural Netw Learn Syst. 2017 Jun;28(6):1466-1472. doi: 10.1109/TNNLS.2016.2530403. Epub 2016 Feb 25. IEEE Trans Neural Netw Learn Syst. 2017. PMID: 26930695

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