Automatic Hepatic Vessels Segmentation Using RORPO Vessel Enhancement Filter and 3D V-Net with Variant Dice Loss Function

Automatic Hepatic Vessels Segmentation Using RORPO Vessel Enhancement Filter and 3D V-Net with Variant Dice Loss Function

The segmentation of hepatic vessels is crucial for liver surgical planning. It is also a challenging task because of its small diameter. Hepatic vessels are often captured in images of low contrast and resolution. Our research uses filter enhancement to improve their contrast, which helps with their...

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Bibliographic Details
Main Authors: Petra Svobodova, Khyati Sethia, Petr Strakos, Alice Varysova
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Applied Sciences
Subjects:
liver vessel segmentation
hepatic vessel segmentation
3D U-Net
3D V-Net
Hessian
Frangi
Online Access:https://www.mdpi.com/2076-3417/13/1/548

Internet

https://www.mdpi.com/2076-3417/13/1/548

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