Wickstrom K - 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: wickstrom k. 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

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

Wickstrøm K, Kampffmeyer M, Jenssen R. Wickstrøm K, et al. 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.

3

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. 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

4

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: wickstrom kk. Biomed Phys Eng Express. 2020 Jan 13;6(1):015020. doi: 10.1088/2057-1976/ab6496. Biomed Phys Eng Express. 2020. PMID: 33438608

5

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: wickstrom kk. 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.

6

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. 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.

7

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. Entropy (Basel). 2023 Jun 3;25(6):899. doi: 10.3390/e25060899. Entropy (Basel). 2023. PMID: 37372243 Free PMC article.

8

Report From the 2022 Mary Tyler Moore Vision Initiative Diabetic Retinal Disease Clinical Endpoints Workshop.

Levine SR, Myers MG, Barunas R, Chang DS, Dutta S, Maddess T, Liebmann JM, Sherman S, Eydelman M, Sun JK, Chambers W, Wickström K, Luhmann UFO, Pallinat M, Glassman A, Aiello LP, Markel DS, Gardner TW. Levine SR, et al. Among authors: wickstrom k. Transl Vis Sci Technol. 2023 Nov 1;12(11):33. doi: 10.1167/tvst.12.11.33. Transl Vis Sci Technol. 2023. PMID: 38015167 Free PMC article.

9

Regional performance variation in external validation of four prediction models for severity of COVID-19 at hospital admission: An observational multi-centre cohort study.

Wickstrøm KE, Vitelli V, Carr E, Holten AR, Bendayan R, Reiner AH, Bean D, Searle T, Shek A, Kraljevic Z, Teo J, Dobson R, Tonby K, Köhn-Luque A, Amundsen EK. Wickstrøm KE, et al. PLoS One. 2021 Aug 25;16(8):e0255748. doi: 10.1371/journal.pone.0255748. eCollection 2021. PLoS One. 2021. PMID: 34432797 Free PMC article.

10

A Multidisciplinary Quality Improvement Initiative to Facilitate Penicillin Allergy Delabeling Among Hospitalized Pediatric Patients.

Bauer ME, MacBrayne C, Stein A, Searns J, Hicks A, Sarin T, Lin T, Duffey H, Rannie M, Wickstrom K, Yang C, Bajaj L, Carel K. Bauer ME, et al. Among authors: wickstrom k. Hosp Pediatr. 2021 May;11(5):427-434. doi: 10.1542/hpeds.2020-001636. Epub 2021 Apr 13. Hosp Pediatr. 2021. PMID: 33849960

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