Adjusting U-Net for the aortic abdominal aneurysm CT segmentation case

In this paper, we address the issue of developing of a convolutional neural network for the problem of aneurysm segmentation into three classes and of exploring ways for improving the quality of final segmentation masks. As a result of our study, macro dice score for classes of interest reaches 83.1...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: R.U. Epifanov, N.A. Nikitin, A.A. Rabtsun, L.N. Kurdyukov, A.A. Karpenko, R.I. Mullyadzhanov
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: Samara National Research University 2024-06-01
Σειρά:Компьютерная оптика
Θέματα:
Διαθέσιμο Online:https://www.computeroptics.ru/KO/Annot/KO48-3/480312.html