Elen B - Search Results

1

Publisher Correction: Age and sex affect deep learning prediction of cardiometabolic risk factors from retinal images.

Gerrits N, Elen B, Van Craenendonck T, Triantafyllidou D, Petropoulos IN, Malik RA, De Boever P. Gerrits N, et al. Among authors: elen b. Sci Rep. 2021 Jan 7;11(1):1198. doi: 10.1038/s41598-020-80629-y. Sci Rep. 2021. PMID: 33414494 Free PMC article. No abstract available.

2

Artery-vein segmentation in fundus images using a fully convolutional network.

Hemelings R, Elen B, Stalmans I, Van Keer K, De Boever P, Blaschko MB. Hemelings R, et al. Among authors: elen b. Comput Med Imaging Graph. 2019 Sep;76:101636. doi: 10.1016/j.compmedimag.2019.05.004. Epub 2019 Jun 15. Comput Med Imaging Graph. 2019. PMID: 31288217 Free article.

3

Accurate prediction of glaucoma from colour fundus images with a convolutional neural network that relies on active and transfer learning.

Hemelings R, Elen B, Barbosa-Breda J, Lemmens S, Meire M, Pourjavan S, Vandewalle E, Van de Veire S, Blaschko MB, De Boever P, Stalmans I. Hemelings R, et al. Among authors: elen b. Acta Ophthalmol. 2020 Feb;98(1):e94-e100. doi: 10.1111/aos.14193. Epub 2019 Jul 25. Acta Ophthalmol. 2020. PMID: 31344328 Free article.

4

Age and sex affect deep learning prediction of cardiometabolic risk factors from retinal images.

Gerrits N, Elen B, Craenendonck TV, Triantafyllidou D, Petropoulos IN, Malik RA, De Boever P. Gerrits N, et al. Among authors: elen b. Sci Rep. 2020 Jun 10;10(1):9432. doi: 10.1038/s41598-020-65794-4. Sci Rep. 2020. PMID: 32523046 Free PMC article.

5

Systematic Comparison of Heatmapping Techniques in Deep Learning in the Context of Diabetic Retinopathy Lesion Detection.

Van Craenendonck T, Elen B, Gerrits N, De Boever P. Van Craenendonck T, et al. Among authors: elen b. Transl Vis Sci Technol. 2020 Dec 29;9(2):64. doi: 10.1167/tvst.9.2.64. eCollection 2020 Dec. Transl Vis Sci Technol. 2020. PMID: 33403156 Free PMC article.

6

Pathological myopia classification with simultaneous lesion segmentation using deep learning.

Hemelings R, Elen B, Blaschko MB, Jacob J, Stalmans I, De Boever P. Hemelings R, et al. Among authors: elen b. Comput Methods Programs Biomed. 2021 Feb;199:105920. doi: 10.1016/j.cmpb.2020.105920. Epub 2020 Dec 28. Comput Methods Programs Biomed. 2021. PMID: 33412285

7

Deep learning on fundus images detects glaucoma beyond the optic disc.

Hemelings R, Elen B, Barbosa-Breda J, Blaschko MB, De Boever P, Stalmans I. Hemelings R, et al. Among authors: elen b. Sci Rep. 2021 Oct 13;11(1):20313. doi: 10.1038/s41598-021-99605-1. Sci Rep. 2021. PMID: 34645908 Free PMC article.

8

Pointwise Visual Field Estimation From Optical Coherence Tomography in Glaucoma Using Deep Learning.

Hemelings R, Elen B, Barbosa-Breda J, Bellon E, Blaschko MB, De Boever P, Stalmans I. Hemelings R, et al. Among authors: elen b. Transl Vis Sci Technol. 2022 Aug 1;11(8):22. doi: 10.1167/tvst.11.8.22. Transl Vis Sci Technol. 2022. PMID: 35998059 Free PMC article.

9

Artificial Intelligence Software for Diabetic Eye Screening: Diagnostic Performance and Impact of Stratification.

Peeters F, Rommes S, Elen B, Gerrits N, Stalmans I, Jacob J, De Boever P. Peeters F, et al. Among authors: elen b. J Clin Med. 2023 Feb 10;12(4):1408. doi: 10.3390/jcm12041408. J Clin Med. 2023. PMID: 36835942 Free PMC article.

10

A generalizable deep learning regression model for automated glaucoma screening from fundus images.

Hemelings R, Elen B, Schuster AK, Blaschko MB, Barbosa-Breda J, Hujanen P, Junglas A, Nickels S, White A, Pfeiffer N, Mitchell P, De Boever P, Tuulonen A, Stalmans I. Hemelings R, et al. Among authors: elen b. NPJ Digit Med. 2023 Jun 13;6(1):112. doi: 10.1038/s41746-023-00857-0. NPJ Digit Med. 2023. PMID: 37311940 Free PMC article.

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