On the Inclusion of Topological Requirements in CNNs for Semantic Segmentation Applied to Radiotherapy

Author:

Lambert ZoéORCID,Le Guyader CaroleORCID,Petitjean CarolineORCID

Publisher

Springer International Publishing

Reference18 articles.

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2. Ciarlet, P.: Three-Dimensional Elasticity. Elsevier Science, Mathematical Elasticity (1994)

3. Clough, J., Byrne, N., Oksuz, I., Zimmer, V.A., Schnabel, J.A., King, A.: Topological loss function for deep-learning based image segmentation using persistent homology. IEEE Trans. Pattern Anal. Mach. Intell. (2020). IEEE

4. Edelsbrunner, H., Harer, J.L.: Computational Topology: An Introduction. American Mathematical Society (2010)

5. El Jurdi, R., Petitjean, C., Honeine, P., Cheplygina, V., Abdallah, F.: High-level prior-based loss functions for medical image segmentation: A survey. Comput. Vis. Image Underst. 210, 103248 (2021)

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