1. 2019
  2. Automatic detection of the region of interest in corneal endothelium images using dense convolutional neural networks

    Vigueras-Guillén, J. P., Lemij, H. G., Van Rooij, J., Vermeer, K. A. & Van Vliet, L. J., 2019, Proceeedings of SPIE : Medical Imaging 2019 : Image Processing. Angelini, E. D., Angelini, E. D., Angelini, E. D. & Landman, B. A. (eds.). SPIE, Vol. 10949. 12 p. 1094931. (MEDICAL IMAGING 2019: IMAGE PROCESSING).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  3. Convolutional neural network-based regression for biomarker estimation in corneal endothelium microscopy images

    Vigueras Guillén, J. P., van Rooij, J. G. J., Lemij, H. G., Vermeer, K. & van Vliet, L., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Penzel, T. (ed.). Piscataway, NJ, USA: IEEE, p. 876-881

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  4. Fully convolutional architecture vs sliding-window CNN for corneal endothelium cell segmentation

    Vigueras Guillén, J. P., Sari, B., Goes, S., Lemij, H. G., van Rooij, J., Vermeer, K. & van Vliet, L., 2019, In : BMC Biomedical Engineering. 1, 4

    Research output: Contribution to journalArticleScientificpeer-review

  5. 2018
  6. Improved Accuracy and Robustness of a Corneal Endothelial Cell Segmentation Method Based on Merging Superpixels

    Vigueras-Guillén, J. P., Engel, A., Lemij, H. G., van Rooij, J., Vermeer, K. A. & van Vliet, L. J., 1 Jan 2018, Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Proceedings. Springer, Vol. 10882 LNCS. p. 631-638 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10882 LNCS).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  7. Accurate estimation of the attenuation coefficient from axial point spread function corrected OCT scans of a single layer phantom

    Ghafaryasl, B., Vermeer, K. A., Kalkman, J., Callewaert, T., De Boer, J. F. & Van Vliet, L. J., 2018, Proceedings of SPIE: Optical Coherence Tomography and Coherence Domain Optical Methods in Biomedicine XXII. Izatt, J. A., Fujimoto, J. G. & Tuchin, V. V. (eds.). Bellingham, WA, USA: SPIE, Vol. 10483. 6 p. 104832B

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  8. Corneal Endothelial Cell Segmentation by Classifier-driven Merging of Oversegmented Images

    Vigueras-Guillen, J. P., Andrinopoulou, E. R., Engel, A., Lemij, H. G., van Rooij, J., Vermeer, K. A. & van Vliet, L. J., 2018, In : IEEE Transactions on Medical Imaging. 37, 10, p. 2278-2289

    Research output: Contribution to journalArticleScientificpeer-review

  9. In vivo exploration of retinal nerve fiber layer morphology in Parkinson’s disease patients

    Visser, F., Vermeer, K. A., Ghafaryasl, B., Vlaar, A. M. M., Apostolov, V., van Hellenberg Hubar, J., Weinstein, H. C., de Boer, J. F. & Berendse, H. W., 2018, In : Journal of Neural Transmission. p. 1-6 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. 2017
  11. An Automated System for the Detection and Classification of Retinal Changes Due to Red Lesions in Longitudinal Fundus Images

    Adal, K. M., Van Etten, P. G., Martinez, J. P., Rouwen, K. W., Vermeer, K. A. & van Vliet, L. J., 2017, In : IEEE Transactions on Biomedical Engineering. PP, 99, p. 1382-1390

    Research output: Contribution to journalArticleScientificpeer-review

  12. Automatic estimation of retinal nerve fiber bundle orientation in SD-OCT images using a structure-oriented smoothing filter

    Ghafaryasl, B., Baart, R., De Boer, J. F., Vermeer, K. A. & Van Vliet, L. J., 2017, Medical Imaging 2017: Image Processing. Styner, M. A. & Angelini, E. D. (eds.). Bellingham, WA: SPIE, p. 1-7 7 p. 101330C. (Proceedings of SPIE; vol. 10133).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  13. Detection of retinal changes from illumination normalized fundus images using convolutional neural networks

    Adal, K. M., Van Etten, P. G., Martinez, J. P., Rouwen, K., Vermeer, K. A. & Van Vliet, L. J., 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Armato, S. G. & Petrick, N. A. (eds.). Bellingham, WA, USA: SPIE, 6 p. 101341N. (Proceedings of SPIE; vol. 10134).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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