Deep Small Bowel Segmentation with Cylindrical Topological Constraints

Author:

Shin Seung Yeon,Lee Sungwon,Elton Daniel,Gulley James L.,Summers Ronald M.

Publisher

Springer International Publishing

Reference16 articles.

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3. Belchi, F., Pirashvili, M., Conway, J., Bennett, M., Djukanovic, R., Brodzki, J.: Lung topology characteristics in patients with chronic obstructive pulmonary disease. Sci. Rep. 8, 5341 (2018). https://doi.org/10.1038/s41598-018-23424-0

4. Lecture Notes in Computer Science;Ö Çiçek,2016

5. Clough, J.R., Oksuz, I., Byrne, N., Zimmer, V.A., Schnabel, J.A., King, A.P.: A topological loss function for deep-learning based image segmentation using persistent homology. arXiv preprint arXiv:1910.01877 (2019)

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