Label-set impact on deep learning-based prostate segmentation on MRI

Label-set impact on deep learning-based prostate segmentation on MRI

Abstract Background Prostate segmentation is an essential step in computer-aided detection and diagnosis systems for prostate cancer. Deep learning (DL)-based methods provide good performance for prostate gland and zones segmentation, but little is known about the impact of manual segmentation (that...

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Bibliographic Details
Main Authors: Jakob Meglič, Mohammed R. S. Sunoqrot, Tone Frost Bathen, Mattijs Elschot
Format: Article
Language:English
Published: SpringerOpen 2023-09-01
Series:Insights into Imaging
Subjects:
Label
Deep learning
Segmentation
Prostate
MRI
Online Access:https://doi.org/10.1186/s13244-023-01502-w

Internet

https://doi.org/10.1186/s13244-023-01502-w

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