Modified CNN-Watershed for Corneal Endothelium Segmentation: Image-to-Image Versus Sliding-Window Comparison
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Springer Nature Switzerland
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https://link.springer.com/content/pdf/10.1007/978-3-031-38430-1_1
Reference17 articles.
1. Ronneberger, O., Fischer, P., Brox, T.: U-net: convolutional networks for biomedical image segmentation. In: Medical Image Computing and Computer-Assisted Intervention (MICCAI), vol. 9351 of LNCS, pp. 234–241. Springer (2015)
2. Fabijańska, A.: Segmentation of corneal endothelium images using a u-net-based convolutional neural network. Artif. Intell. Med. 88, 1–13 (2018). https://doi.org/10.1016/j.artmed.2018.04.004
3. Daniel, M., Atzrodt, L., Bucher, F., Wacker, K., Böhringer, S., Reinhard, T., Böhringer, D.: Automated segmentation of the corneal endothelium in a large set of “real-world’’ specular microscopy images using the u-net architecture. Sci. Rep. 9, 4752 (2019). https://doi.org/10.1038/s41598-019-41034-2
4. Vigueras-Guillén, J.P., Sari, B., Goes, S.F., Lemij, H.G., van Rooij, J., Vermeer, K.A., van Vliet, L.J.: Fully convolutional architecture versus sliding-window CNN for corneal endothelium cell segmentation. BMC Biomed. Eng. 1, 4 (2019). https://doi.org/10.1186/s42490-019-0003-2
5. Kucharski, A., Fabijańska, A.: CNN-watershed: a watershed transform with predicted markers for corneal endothelium image segmentation. Biomed. Signal Process. Control 68, 102805 (2021). https://doi.org/10.1016/j.bspc.2021.102805
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1. Application Of Generative Adversarial Network for Data Augmentation and Multiplication to Automated Cell Segmentation of the Corneal Endothelium;International Conference on Information Systems Development;2024-09-09
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